ACM Transactions on

Multimedia Computing, Communications, and Applications (TOMM)

Latest Articles

Introduction to the Special Issue on Delay-Sensitive Video Computing in the Cloud

Delay-Sensitive Video Computing in the Cloud: A Survey

While cloud servers provide a tremendous amount of resources for networked video applications, most successful stories of cloud-assisted video applications are presentational video services, such as YouTube and NetFlix. This article surveys the recent advances on delay-sensitive video computations in the cloud, which are crucial to cloud-assisted... (more)

Cost-Efficient Server Provisioning for Cloud Gaming

Cloud gaming has gained significant popularity recently due to many important benefits such as removal of device constraints, instant-on, and... (more)

Game Categorization for Deriving QoE-Driven Video Encoding Configuration Strategies for Cloud Gaming

Cloud gaming has been recognized as a promising shift in the online game industry, with the aim of... (more)

Game Input with Delay—Moving Target Selection with a Game Controller Thumbstick

Hosting interactive video-based services, such as computer games, in the Cloud poses particular challenges given user sensitivity to delay. A better... (more)

Novel Hybrid-Cast Approach to Reduce Bandwidth and Latency for Cloud-Based Virtual Space

In this article, we explore the possibility of enabling cloud-based virtual space applications for better computational scalability and easy access... (more)

Cloud Baking: Collaborative Scene Illumination for Dynamic Web3D Scenes

We propose Cloud Baking, a collaborative rendering architecture for dynamic Web3D scenes. In our architecture, the cloud renderer renders the scene with the global illumination (GI) information in a GI map; the web-based client renderer renders the scene with ambient lighting only and blends it with the GI map received from the cloud for the final... (more)

ASAP: Adaptive Stall-Aware Pacing for Improved DASH Video Experience in Cellular Networks

The dramatic growth of video traffic represents a practical challenge for cellular network operators in providing a consistent streaming Quality of Experience (QoE) to their users. Satisfying this objective has so-far proved elusive, due to the inherent characteristics of wireless networks and varying channel conditions as well as variability in... (more)

On the Effectiveness of Offset Projections for 360-Degree Video Streaming

A new generation of video streaming technology, 360-degree video, promises greater immersiveness than standard video streams. This level of... (more)


[July 2018]

Special issue call: "Face Analysis for Applications". Call for papers   Submission deadline Oct. 14th, 2018


[June 2018]

Call for Nominations for TOMM Nicolas D. Georganas Best Paper Award 2018

The Editor-in-Chief of ACM TOMM invites nominations for the ACM TOMM Nicolas D. Georganas Best Paper. Deadline for nominations of papers published in ACM TOMM from January 2017 to December 2017, is July 10th, 2018. See the call for nomination cfn

[May 2018]

Special issue call: "Affective Computing for Large-Scale Heterogeneous Multimedia Data". Cfp Submission deadline Dec. 15th, 2018


[April 2018]

Special Issue call: "Big Data, Machine Learning and AI Technologies for Art and Design". CfpSubmission deadline June 15th, 2018 Extended to July 15th 2018


[February 2018]

Special Issue on "Cross-Media Analysis for Visual Questions" Cfp Submission deadline June 30th 2018 Extended to July 31th, 2018

[October 2017]


We invite highly qualified scientists to submit proposals for 2018-19 ACM TOMM Special Issues. Each Special Issue is in the responsibility of the Guest Editors. Proposals are accepted until December 31st, 2017. They should be prepared according to the instructions outlined below, and sent by e-mail to the Information Director Stefano Berretti ([email protected]) and the Editor in Chief of ACM TOMM Alberto del Bimbo ([email protected]). More information about the proposals submission can be found in the CfP.


[June 2017]

The Impact Factor for the year 2016 is now available. ACM TOMM increased its IF from 0.982 to 2.250 being now the second ranked journal in the area of Multimedia. Thank you to all the EB members, authors, reviewers and readers for this excellent results.

Special Issue on " Multi-modal Understanding of Social, Affective and Subjective Attributes of Data". Cfp . Submission deadline Oct. 1st 2017

Special Issue on "Deep Learning for Intelligent Multimedia Analytics". Cfp. Submission deadline Oct. 15 2017

[April 2017]

Special Issue on  "QoE Management for Multimedia Services". Cfp Submission deadline May 15, 2017 Extended to June 15, 2017

[April 2017]

Call for Nominations for TOMM Nicolas D. Georganas Best Paper Award 2017

The Editor-in-Chief of ACM TOMM invites nominations for the ACM TOMM Nicolas D. Georganas Best Paper. Deadline for nominations of papers published in ACM TOMM from January 2016 to December 2016, is June 15th, 2017. See the call for nomination  cfn

[February 2017]

Upcoming special issues:

- "Delay-Sensitive Video Computing in the Cloud". Cfp   Submission deadline  Aug. 20, 2017

- "QoE Management for Multimedia Services". Cfp Submission deadline May 15, 2017

- "Representation, Analysis and Recognition of 3D Humans" Call for papers 

[January 2017]

ACM TOMM AE guidelines have been added

[December 2016]

ACM TOMM Special Issue on "Delay-Sensitive Video Computing in the Cloud". Cfp Submission deadline Nov. 30, 2016 Extended to Dec. 30, 2016

[November 2016]

- ACM TOMM Special Issue on "Deep Learning for Mobile Multimedia". Cfp  Submission deadline Oct15, 2016 Extended to Nov. 25, 2016

- Special Section on "Multimedia Computing and Applications of Socio-Affective Behaviors in the Wild"Cfp Submission deadline Oct. 31, 2016 Extended to Nov. 25, 2016

- Special Section on "Multimedia Understanding via Multimodal Analytics". Cfp Submission deadline Oct. 31, 2016 Extended to Nov. 25, 2016


[September 2016]


The 2016 ACM Transactions on Multimedia Computing, Communications and Applications (TOMM) Nicolas D. Georganas Best Paper Award is provided to the paper “Cross-Platform Emerging Topic Detection and Elaboration from Multimedia Streams” (TOMM vol. 11, Issue 4) by Bing-Kun Bao, Changsheng Xu, Weiqing Min and Mohammod Shamim Hossain. 

Dr. Cheng-Hsin Hsu has been nominated the ACM TOMM Associate Editor of the Year for 2016! Congratulations to Cheng-Hsin!

[August 2016]

Call for Nominations for TOMM Nicolas D. Georganas Best Paper Award

The Editor-in-Chief of ACM TOMM invites nominations for the ACM TOMM Nicolas D. Georganas Best Paper. Deadline for nominations of papers published in ACM TOMM from January 2015 to December 2015, is September 10th, 2016. See the cfn

[June 2016]

Forthcoming Special Issues in 2017

We received 11 competitive proposals this year, and we had limited slots available, so it was a very tough decision. At the end, the following four SI proposals have been selected and scheduled as follows:

- "Deep Learning for Mobile Multimedia". Cfp  Submission deadline Oct. 15, 2016 Extended to Oct. 31, 2016

- "Representation, Analysis and Recognition of 3D Human". Cfp   Submission deadline Jan. 15, 2017 Extended to Feb. 15, 2017 

Two Special Section have been also accepted and scheduled for publication in 2017:

- "Multimedia Computing and Applications of Socio-Affective Behaviors in the Wild". Cfp Submission deadline Oct. 31, 2016

- "Multimedia Understanding via Multimodal Analytics". Cfp Submission deadline Oct. 31, 2016

[June 2016]

Forthcoming Special Issues in 2016

"Trust Management for Multimedia Big Data" - Publication date August 2016

"Multimedia Big Data: Networking" - Publication date November 2016

[February 2016]

Advisory Board

We have created the ACM TOMM Advisory Board to support the Editor in Chief in the definition and implementation of strategies with no editorial duties. The following colleagues have been appointed as members of the ACM TOMM Advisory Board: Prof. Wen Gao,  Peking University, Prof. Arnold Smeulders, University of Amsterdam, Prof. Nicu Sebe, University of Trento. 

[January 2016]

New Assistant Information Director

Starting on January 1st 2016, Marco Bertini will be in charge of Assistant Information Director of ACM TOMM. 

[January 2016]

New Information Director         Starting on January 1st 2016, Stefano Berretti will be in charge of Information Director of ACM TOMM.  

[January 2016]

New Editor-in-Chief

After the end of the second term of Ralf Steinmetz, Alberto Del Bimbo from the University of Florence will be the next TOMM Editor-in-Chief starting on January 1st 2016. 

ACM TOMM Nicolas D. Georgans Best Paper Award 2015

The award goes to the article "A Quality of Experience Model for Haptic Virtual Environments” (TOMM vol.10, Issue 3) by Abdelwahab Hamam, Abdulmotaleb El Saddik and Jihad Alja'am. Congratulations!

ACM TOMM Associate Editor of the Year 2015 Award

The award goes Pradeep Atrey from State University of New York, USA for his excellent work for the journal. Congratulations!

CfP: Special Issue "Multimedia Big Data: Networking"

Please consider submitting to the second special issue in next years special issue series. Call for Papers


CfP: Special Issue "Trust Management for Multimedia Big Data"

Next year, TOMM will feature a special issue series on "Multimedia Big Data". First topic will be "Trust Management". Extended Deadline: October 15th! Call for Papers


Call for Nominations TOMM Editor-in-Chief

After two terms of the current EiC Ralf Steinmetz, the search committee started the search for a new Editor-in-Chief. Call for Nominations


New ACM submission templates

The new ACM submission templates are online. Please use the most recent link on the authors' guide to find the files.


About TOMM


A peer-reviewed, quarterly archival journal in print and digital form, TOMM consists primarily of research papers of lasting importance and value in the field of multimedia computing, communications and applications. 


[October 2017]



News archive
Forthcoming Articles
Structure-Aware Deep Learning for Product Image Classification

Automatic product image classification is a task of crucial importance towards better understanding and management of online retailers. Motivated by recent advancements of deep convolutional neural network (CNN) on image classification, in this work we revisit the problem in the context of product images with the existence of a predefined categorical hierarchy and attributes, aiming to leverage the hierarchy and attributes to further improve the classification accuracy. With these structural-aware clues, we argue that more advanced CNN models could be developed beyond the one-versus-all classification as did by conventional CNNs. To this end, novel efforts of this work include: developing a salient-sensitive CNN that could focus more on the product foreground by inserting a spatial attention layer to a proper location, proposing a multi-class regression based refinement method that is expected to generate more accurate predictions by utilizing prediction scores from preceding multiple CNNs, each corresponding to a distinctive classifier on a categorical layer in the hierarchy, and devising a multi-task deep learning architecture that effectively explore correlations among the categories and attributes for better categorical label prediction. Experimental results on nearly one million real-world product images basically validate the effectiveness of the proposed efforts jointly and individually, from which performance gains are observed.

Dense 3D-Convolutional Neural Network for Person Re-Identification in Videos

Person re-identification aims at identifying a certain pedestrian across non-overlapping multi-camera networks in different time and places. Existing person re-identification approaches mainly focus on matching pedestrians on still images, however little attention is paid to person re-identification in videos. Compared to images, video clips contain motion of pedestrians which is crucial to re-identification. Moreover, consecutive video frames present pedestrian appearance with different poses and from different viewpoints, providing valuable information towards addressing the challenge of pose variation, occlusion, and viewpoint change etc. In this paper, we propose a Dense 3D-Convolutional Network (D3DNet) to jointly learn spatio-temporal and appearance features for person re-identification in videos. The D3DNet consists of multiple 3D dense blocks and transition layers. The 3D dense blocks enlarge the receptive fields of visual neurons in spatial and temporal dimensions, leading to discriminative appearance representation as well as short-term and long-term motion information of pedestrians without the requirement of an additional motion estimation module. Moreover, we propose an improved loss function consisting of identification loss and center loss to minimize intra-class variance and maximize inter-class variance simultaneously, towards addressing the challenge of large intra-class variance and small inter-class variance, which is common phenomenon in person re-identification task. Extensive experiments on two widely-used surveillance video datasets, i.e., MARS and iLIDS-VID, have shown the effectiveness of the proposed approach.

Deep Patch Representations with Shared Codebook for Scene Classification

Scene classification is a challenging problem. Compared with object images, scene images are more abstract, which are composed of objects. Object and scene images have different characteristics with different scales and composition structures. How to effectively integrate the local mid-level semantic representation including both object and scene concepts needs to be investigated, which is an important aspect for scene classification. In this paper, the idea of share codebook is introduced by organically integrating deep learning, concept feature and local feature encoding techniques. More specifically, the shared local feature codebook is generated from the combined ImageNet1000 and Places365 concepts (Mixed1365), using convolutional neural networks. As the mixed 1365 features covers all the semantic information including both object and scene concepts, we can extract shared codebook from the mixed 1365 features which only contains a subset of the whole 1365 concepts with the same codebooks size. The shared codebook can not only provide complementary representations without additional codebook training, but also it can be adaptively extracted towards different scene classification tasks. A method of combining both the original codebook and the shared codebook is proposed for scene classification. In this way, more comprehensive and representative image features can be generated for classification. Extensive experimentations conducted on two public dataset validate the effectiveness of the proposed method. Besides, some useful observations are also revealed to show the advantage of shared codebook.

User Click Data Based Fine-grained Image Recognition via Weakly Supervised Metric Learning

We present a novel fine-grained image recognition framework using user click data, which can bridge the semantic gap in distinguishing categories that are similar in visual. As the query set is usually large-scale and redundant, we firstly propose a click feature based query merging approach to merge semantically similar queries and construct a compact click feature. Afterwards, we utilize this compact click feature and Convolutional Neural Network (CNN) based deep visual feature to jointly represent an image. Finally, with the combined feature, we employ the metric learning based template matching scheme for efficient recognition. Considering the heavy noise in the training data, we introduce a reliability variable to characterize the image reliability, and propose a Weakly supervised Metric and Template Leaning with Deep feature and Click data (WMTLDC) method to jointly learn the distance metric, object templates, and image reliability. Extensive experiments are conducted on the public Clickture-Dog dataset. It is shown that, the click data based query merging helps generating a highly compact click feature for images (the dimension is reduced to 0.9%), which greatly improves the computational efficiency. Also, introducing this click feature can boost the recognition accuracy by more than 20% compared to that using CNN feature only. The proposed framework performs much better than previous state-of-the-arts in fine-grained recognition tasks.

Visual Content Recognition by Exploiting Semantic Feature Map with Attention and Multi-task Learning

Recent studies have shown that spatial relationships among objects are very important for visual recognition since they provide rich clues on object contexts within images. In this paper, we introduce a novel method to learn Semantic Feature Map (SFM) with attention based deep neural networks for image and video classification in an end to end manner, with an aim to explicitly model spatial object contexts within the images. In particular, for every object proposals obtained from the input image, we extract high-level semantic object features with convolutional neural networks. Then, we explicitly apply gate units to these extracted features for important objects selection and noise removal. These selected object features are organized into the proposed SFM, which is a compact and discriminative representation with the spatial information among objects preserved. Finally, we employ either Fully Convolutional Networks (FCN) or Long-Short Term Memory (LSTM) as classifiers on top of the SFM for content recognition, which are expected to exploit the spatial relationships among objects. We also introduce a novel multi-task learning framework to help learn the model parameters in the training phase. It consists of a basic image classification loss in cross entropy form, an object localization loss to guide important object selection, as well as a grid labeling loss to predict object labels at SFM grids. We conduct extensive evaluations and comparative studies to verify the effectiveness of the proposed approach and very promising results are obtained on Pascal VOC 2007/2012 and MS-COCO benchmarks for image classification. In addition, the SFMs learned on the image domain are transferred to video classification on CCV and FCVID benchmarks and the results successfully demonstrate its robustness and generalization capability.

ORL-SDN: Online Reinforcement Learning for SDN-Enabled HTTP Adaptive Streaming

In designing an HTTP adaptive streaming (HAS) system, the bitrate adaptation scheme in the player is a key component to ensure a good quality of experience (QoE) for viewers. We propose a new online reinforcement learning optimization framework, called ORL-SDN, targeting HAS players running in a software defined networking (SDN) environment. We leverage SDN to facilitate the orchestration of the adaptation schemes for a set of HAS players. To reach a good level of QoE fairness in a large population of players, we cluster them based on a perceptual quality index. We formulate the adaptation process as a Partially Observable Markov Decision Process and solve the per-cluster optimization problem using an online Q-learning technique that leverages model predictive control and parallelism via aggregation to avoid a per-cluster sub-optimal selection and to accelerate the convergence to an optimum. This framework achieves maximum long-term revenue by selecting the optimal representation for each cluster under time-varying network conditions. The results show that ORL-SDN delivers substantial improvements in viewer QoE, presentation quality stability, fairness and bandwidth utilization over well-known adaptation schemes.

Characterizing User Behaviors in Mobile Personal Livecast: Towards an Edge-assisted Paradigm

Mobile personal livecast (MPL) services are emerging and have received great attention recently. In MPL, numerous and geo-distributed ordinary people are used to broadcast their video contents to worldwide viewers. Different from conventional social networking services like Twitter and Facebook, which have much of a tolerance for interaction delay, the interactions (e.g., chat messages) in a personal livecast must be in real-time with low feedback latency. These unique characteristics intrigue us to: 1) investigate how the relationships (e.g., social links and geo-locations) between viewers and broadcasters influence the user behaviors, which has yet to be explored in depth; and 2) explore insights to benefit the improvement of system performance. In this paper, we carry out extensive measurements of Inke, one of the most popular MPL providers, with a large-scale dataset containing 11M users. Our key findings are as follows: 1) The user interests shift particularly frequently and the average viewing duration is considerably short in MPL; 2) The existence of social relationships significantly strengthens viewer stickinessfollowers dedicating longer viewing time, e.g., contributing 81% of the total viewing time; 3) Long content uploading distance on broadcaster side results in low system QoS (e.g., higher broadcast latency and higher rebuffering ratio) in current core-cloud based MPL paradigm; and 4) Most of the broadcasts in MPL are geographically local-popular (the majority of the views come from the same region of the broadcaster). Thus the emergence of edge computing, which provides cloud-computing capabilities at the edge of the mobile network, naturally sheds new lights on the MPL system, e.g., localized ingesting and delivering live contents. Based on the critical observations, we propose an edge-assisted MPL system that collaboratively utilizes the core-cloud and edge computing resources to improve efficiency and scalability for Inke-like services. In our framework, we consider dynamic broadcaster assignment to minimize the broadcast latency while keeping the resource lease cost low. We formulate the broadcaster scheduling as a stable matching with migration problem to solve it efficiently, e.g., compared with current core-cloud based system, our edge-assisted delivery approach reduces broadcast latency by about 35%.

Efficient Video Encoding for Automatic Video Analysis in Distributed Wireless Surveillance Systems

In many distributed wireless surveillance applications, compressed videos are used for performing automatic video analysis tasks. The accuracy of object detection, which is essential for various video analysis tasks, can be reduced due to video quality degradation caused by lossy compression. This paper introduces a video encoding framework with the objective of boosting the accuracy of object detection for wireless surveillance applications. The proposed video encoding framework is based on systematic investigation of the effects of lossy compression on object detection. It has been found that current standardized video encoding schemes cause temporal domain fluctuation for encoded blocks in stable background areas and spatial texture degradation for encoded blocks in dynamic foreground areas of a raw video, both of which degrade the accuracy of object detection. Two measures, the sum-of-absolute frame difference (SFD) and the degradation of texture (TXD), are introduced to depict the temporal domain fluctuation and the spatial texture degradation in an encoded video, respectively. The proposed encoding framework is designed to suppress unnecessary temporal fluctuation in stable background areas and preserve spatial texture in dynamic foreground areas based on the two measures, and it introduces new mode decision strategies for both intra and inter frames to improve the accuracy of object detection while maintaining an acceptable rate-distortion performance. Experimental results show that, compared with traditional encoding schemes, the proposed scheme improves the performance of object detection and results in lower bit rate with comparable quality in terms of PSNR and SSIM.

Learning Multiple Kernel Metrics for Iterative Person Re-identification

Automatic Data Augmentation from Massive Web Images for Deep Visual Recognition

Large scale image dataset and deep convolutional neural network (DCNN) are the two primary driving forces for the rapid progress in generic object recognition tasks in recent years. While lots of network architectures have been continuously designed to pursue lower error rates, few efforts are devoted to enlarging existing datasets due to high labeling cost and unfair comparison issues. In this paper, we aim to achieve lower error rate by augmenting existing datasets in an automatic manner. Our method leverages both Web and DCNN, where Web provides massive images with rich contextual information, and DCNN replaces human to automatically label images under the guidance of Web contextual information. Experiments show that our method can automatically scale up existing datasets significantly from billions of web pages with high accuracy, and significantly improve the performance on object recognition tasks with the automatically augmented datasets, which demonstrates that more supervisory information has been automatically gathered from the Web. Both the dataset and models trained on the dataset have been made publicly available.

Personalized Emotion Recognition by Personality-aware High-order Learning of Physiological Signals

Emotion recognition methodologies from physiological signals are increasingly becoming personalized, due to the subjective responses of different subjects to physical stimuli. Existing works mainly focused on modelling the involved physiological corpus of each subject, without considering the psychological factors, such as interest and personality. The latent correlation among different subjects has also been rarely examined. In this paper, we propose to investigate the influence of personality on emotional behavior in a hypergraph learning framework. Assuming that each vertex is a compound tuple (subject, stimuli), multi-modal hypergraphs can be constructed based on the personality correlation among different subjects and on the physiological correlation among corresponding stimuli. To model the different importance within vertices, hyperedges and modalities, we assign each of them with weight. Doing so allows the learning procedure to be conducted on the vertex-weighted multi-modal multi-task hypergraphs, thus simultaneously modelling the emotions of multiple subjects. The estimated emotion relevance is employed for emotion recognition. We carry out extensive experiments on the ASCERTAIN dataset and the results demonstrate the superiority of the proposed method, as compared to the state-of-the-art approaches.

Cross-Modality Feature Learning via Convolutional AutoEncoder

Learning robust and representative feature across multiple modalities has been a fundamental problem in machine learning and multimedia fields. In this paper, we propose a novel MUltimodal Convolutional AutoEncoder (MUCAE) approach to learn representative features from visual and textual modalities. For each modality, we integrate the convolutional operation into an autoencoder framework to learn a joint representation from original image and text content. We optimize the convolutional autoencoders of different modalities jointly by exploiting the correlation between the hidden representations from the convolutional autoencoders, in particular by minimizing both the reconstructing error of each modality and the correlation divergence between the hidden feature of different modalities. Compared to the conventional solutions relying on hand-crafted features, the proposed MUCAE approach encodes features from image pixels and text characters directly and produces more representative and robust features. We evaluate MUCAE on cross media retrieval as well as unimodal classification tasks over real-world large-scale multimedia databases. Experimental results have shown that MUCAE performs better than the state-of-the-arts methods.

Soundscape of an Archaeological Site Recreated with Audio Augmented Reality

This paper presents the research on using an audio augmented reality (AAR) system to recreate the soundscape of a medieval archaeological site. The aim of our work is to explore whether it is possible to enhance the tourists archaeology experience, which is often preserved only in scarce remains. We developed a smartphone-based AAR system, which used location and orientation sensors to synthetize the soundscape of the site and played it to the user over headphones. We recreated the ancient soundscape of a medieval archaeological site in Croatia and tested it in situ on two groups of participants using the soundwalk method. One test group performed the soundwalk while listening to the recreated soundscape using the AAR, while the second control group did not use the AAR equipment. We measured the experiences of the participants using two methods: the standard soundwalk questionnaire and affective computing equipment for detecting the emotional state of participants. The results of both test methods showed that participants who were listening to the ancient soundscape using our AAR system had higher arousal than those visiting the site without the AAR

A Survey on Content-Aware Image and Video Retargeting

This survey introduces the current state of the art in image and video retargeting and describes important ideas and technologies that have influenced the recent work. Retargeting is the process of adapting an image or video from one screen resolution to another in order to fit different displays, for example, when watching a wide screen movie on a normal television screen or a mobile device. As there has been a lot of work done in this field already, this survey provides an overview over the techniques. It is meant to be a starting point for new research in the field and includes explanations of basic terms and operators, as well as the basic workflow of most methods.

A Network based Virtual Reality Simulation Training Approach for Orthopedic Surgery

The focus of this paper is on the adoption of a next generation internet and Virtual Reality (VR) technologies for the development of fully immersive and haptic simulators for training of medical residents in a surgical process termed Less Invasive Stabilization System (LISS) plating surgery. LISS surgery is an orthopaedic surgical process developed for healing of fractured femur bone. Development of such simulators is a complex task which involves multiple systems, technologies and human experts. Emerging Next Generation Internet technologies were used to develop the haptic based collaborative simulator. A standalone fully immersive surgical simulator was also developed using HTC Vive. Expert surgeons played an important role in developing the simulator system; use cases of the target surgical processes were built using a modeling language called the engineering Enterprise Modeling Language. The impact of the using the simulators has been explored through interactions with residents during multiple phases which underscores the potential of using such simulators in medical training.

Convolutional Attention Networks for Scene Text Recognition

In this paper, we present convolutional attention networks (CAN) for unconstrained scene text recognition. Recent dominant approaches for scene text recognition are mainly based on convolutional neural networks (CNN) and recurrent neural networks (RNN), where the CNN encodes images and the RNN generates character sequences. Our CAN is different from these methods, which is completely built on CNN and combines attention mechanism. The distinctive characteristics of our method include: (1) CAN follows encoder-decoder architecture, in which the encoder is a deep two-dimensional CNN and the decoder is a one-dimensional CNN. (2) The attention mechanism is applied in every convolutional layer of the decoder, and we propose a novel spatial attention method using average pooling. (3) Position embeddings are equipped in both spatial encoder and sequence decoder to give our networks a sense of locations. We conduct experiments on standard datasets for scene text recognition, including Street View Text, IIIT5K and ICDAR datasets. The experimental results validate the effectiveness of different components, and show our convolutional-based method achieves state-of-the-art or competitive performance than prior works, even without the use of RNN.

Properties and design of variable-to-variable length codes

For the entropy coding of independent and identically distributed (i.i.d.) binary sources, variable-to-variable length (V2V) codes are an interesting alternative to arithmetic coding. Such a V2V code translates variable length words of the source into variable length code words by employing two prefix-free codes. In this paper, several properties of V2V codes are studied and new concepts are developed. In particular, it is shown that the redundancy of a V2V code cannot be zero for a binary i.i.d. source with 0 < p(1) < 0.5. Furthermore, the concept of prime and composite V2V codes is proposed and it is shown why composite V2V codes can be disregarded in the search for particular classes of minimum redundancy codes. Moreover, a canonical representation for V2V codes is proposed, which identifies V2V codes that have the same average code length function. It is shown how these concepts can be employed to greatly reduce the complexity of a search for minimum redundancy (size-limited) V2V codes.

Image Captioning with Affective Guiding and Selective Attention

Image captioning is an increasingly important problem associated with artificial intelligence, computer vision and natural language processing. Recent works revealed that it is possible for a machine to generate meaningful and accurate sentences for images. However, most existing methods ignore emotional information latent in an image. In this paper, we propose a novel image captioning model with affective guiding and selective attention mechanism named AG-SAM. In our method, we aim to bridge the affective gap between image captioning and the emotional response elicited by the image. Firstly, we introduce affective components which capture higher-level concepts encoded in images into AG-SAM. Hence, our language model can be adapted to generate sentences which are more passionate and emotive. Besides, a selective gate acted on attention mechanism control the degree of how much visual information AG-SAM needs. Experimental results have shown that our model outperforms most existing methods, clearly reflecting association between images and emotional components which is usually ignoring in existing works.


Publication Years 2005-2018
Publication Count 617
Citation Count 3257
Available for Download 615
Downloads (6 weeks) 3250
Downloads (12 Months) 27471
Downloads (cumulative) 267174
Average downloads per article 434
Average citations per article 5
First Name Last Name Award
El Saddik Abdulmotaleb ACM Distinguished Member (2010)
ACM Senior Member (2008)
Ruzena R Bajcsy ACM Distinguished Service Award (2003)
ACM AAAI Allen Newell Award (2001)
ACM Fellows (1996)
Susanne Boll ACM Senior Member (2012)
Surendar Chandra ACM Senior Member (2009)
Shih Fu Chang ACM Fellows (2017)
Kuan-Ta Chen ACM Senior Member (2015)
Matthew L Cooper ACM Distinguished Member (2016)
ACM Senior Member (2010)
Jon Crowcroft ACM Fellows (2002)
Alberto Del Bimbo ACM Distinguished Member (2016)
Claudio A. Feijoo ACM Senior Member (2009)
Wen Gao ACM Fellows (2013)
Shahram Ghandeharizadeh ACM Software System Award (2008)
Soheil Ghiasi ACM Senior Member (2015)
Giorgio Giacinto ACM Senior Member (2010)
Andreas Girgensohn ACM Distinguished Member (2008)
Michael L Gleicher ACM Distinguished Member (2011)
Tracy Anne Hammond ACM Senior Member (2015)
Lynda Hardman ACM Distinguished Member (2014)
ACM Senior Member (2013)
Xian-Sheng Hua ACM Distinguished Member (2015)
ACM Senior Member (2009)
Tiejun Huang ACM Senior Member (2013)
Ramesh C Jain ACM Fellows (2003)
Wessel Kraaij ACM Distinguished Member (2017)
ACM Senior Member (2007)
James Kurose ACM Fellows (2001)
Ming Li ACM Fellows (2006)
Saverio Mascolo ACM Senior Member (2009)
Tao Mei ACM Distinguished Member (2016)
ACM Senior Member (2012)
Filippo Menczer ACM Distinguished Member (2013)
Saraju P. Mohanty ACM Senior Member (2010)
Klara Nahrstedt ACM Fellows (2012)
Nuria Oliver ACM Fellows (2017)
ACM Distinguished Member (2015)
ACM Senior Member (2013)
Dan R Olsen ACM Fellows (2006)
Beng Chin Ooi ACM Fellows (2011)
Ming Ouhyoung ACM Senior Member (2007)
Sethuraman Panchanathan ACM Senior Member (2009)
Christoph Rensing ACM Senior Member (2018)
Joel Jose Rodrigues ACM Senior Member (2011)
Keith Ross ACM Fellows (2012)
Lawrence A Rowe ACM Fellows (1998)
Yong Rui ACM Fellows (2017)
ACM Distinguished Member (2009)
ACM Senior Member (2006)
Michael Rung-Tsong Lyu ACM Fellows (2015)
Mahadev Satyanarayanan ACM Software System Award (2016)
ACM Fellows (2002)
Henning Schulzrinne ACM Fellows (2014)
David Ayman Shamma ACM Distinguished Member (2016)
ACM Senior Member (2011)
Prashant J Shenoy ACM Distinguished Member (2009)
ACM Senior Member (2006)
Frank Shipman ACM Distinguished Member (2009)
Shervin Shirmohammadi ACM Senior Member (2017)
Malcolm Slaney ACM Senior Member (2018)
Ralf Steinmetz ACM Fellows (2001)
Richard Szeliski ACM Fellows (2008)
Bart Thomee ACM Senior Member (2016)
Donald F Towsley ACM Fellows (1997)
Matthew A Turk ACM Senior Member (2007)
Benjamin W. Wah ACM Fellows (2004)
Shuicheng Yan ACM Distinguished Member (2016)
HongJiang Zhang ACM Fellows (2007)
Hui Zhang ACM Fellows (2005)
Lei Zhang ACM Senior Member (2011)
Michelle Zhou ACM Distinguished Member (2009)
ACM Senior Member (2007)
Roger Zimmermann ACM Distinguished Member (2017)

First Name Last Name Paper Counts
Changsheng Xu 15
Shuicheng Yan 14
Mohamed Hefeeda 14
Tatseng Chua 14
Mohan Kankanhalli 11
Weitsang Ooi 10
Klara Nahrstedt 10
Shervin Shirmohammadi 8
Pradeep Atrey 8
James She 8
Chenghsin Hsu 8
Roger Zimmermann 8
Gheorghita Ghinea 8
Tao Mei 7
Ralf Steinmetz 7
Qi Tian 6
Carsten Griwodz 6
Pål Halvorsen 6
Yong Rui 6
Namunu Maddage 5
Svetha Venkatesh 5
Abdulmotaleb El Saddik 5
Pablo César 5
Mohammad Hossain 5
Balakrishnan Prabhakaran 5
Shihfu Chang 5
Meng Wang 5
Abdulmotaleb El Saddik 5
Hari Sundaram 5
Jitao Sang 5
Ming Cheung 5
Changwen Chen 5
Jiangchuan Liu 4
Zongpeng Li 4
Dick Bulterman 4
Shipeng Li 4
Xiansheng HUA 4
Shueng Chan 4
Alberto Del Bimbo 4
Michael Zink 4
Richang Hong 4
Wolfgang Effelsberg 4
Ramesh Jain 4
Gabriel Muntean 4
Oluwakemi Ademoye 4
Marcel Worring 3
Romulus Grigoraş 3
Géraldine Morin 3
Prashant Shenoy 3
Laurencetianruo Yang 3
Séamus McLoone 3
Zhengjun Zha 3
Eckehard Steinbach 3
Tomás Ward 3
Nabil Sarhan 3
Stefano Berretti 3
Jinhui Tang 3
WeiQi Yan 3
Alan Hanjalic 3
Rongrong Ji 3
Jiwu Huang 3
Wenwu Zhu 3
Ruzena Bajcsy 3
Rui Yang 3
Si Liu 3
Zheng Yan 3
Yong Rui 3
Mohamad Eid 3
Songqing Chen 3
Baochun Li 3
Kien Hua 3
Chuan Wu 3
Niall Murray 3
Robert Deng 3
Alexandru Iosup 3
Luming Zhang 3
Gregorij Kurillo 3
Guojun Qi 3
Ketan Mayer-Patel 3
Xi Zhou 2
Zhikui Chen 2
Min Song 2
Vincent Oria 2
Yiping Hung 2
Xiangyu Wang 2
Ahsan Arefin 2
Phuoc Tran-Gia 2
Matti Siekkinen 2
Michael Gleicher 2
Liang Zhou 2
Hongjiang ZHANG 2
Geoff West 2
Chunying Huang 2
Kuanta Chen 2
Xun Yang 2
Stefano Petrangeli 2
Filip De Turck 2
Deng Cai 2
Kiana Calagari 2
David Shamma 2
Andreas Girgensohn 2
Lynn Wilcox 2
Wei Cheng 2
Houqiang Li 2
Sabu Emmanuel 2
Jiwu Huang 2
Wuchi Feng 2
Rynson Lau 2
Mark Claypool 2
Zhi Wang 2
Jia Li 2
Jinjun Chen 2
Liang Chen 2
Wanmin Wu 2
Houqiang Li 2
Mubarak Shah 2
Rahul Potharaju 2
Huanbo Luan 2
Gerald Friedland 2
Yao Liu 2
Steven Hoi 2
Stephan Kopf 2
Matthias Baldauf 2
Yuru Lin 2
Xiaofei He 2
Nicu Sebe 2
Munchoon Chan 2
Brett Adams 2
Xu Cheng 2
Shiqiang Yang 2
Chusong Chen 2
Zhenyu Yang 2
Kien Hua 2
Hefei Ling 2
Jongeun Cha 2
Lawrence Rowe 2
Mohan Kankanhalli 2
Bing Wang 2
Don Towsley 2
Francesco De Natale 2
Michael Pearce 2
Venugopal Vasudevan 2
Qingchen Zhang 2
Linjun Yang 2
Gwendal Simon 2
Indranil Gupta 2
Ramesh Jain 2
Bin Cheng 2
Xue Li 2
Djamila Aouada 2
Anup Basu 2
Aisling Kelliher 2
Susanne Boll 2
Yifang Yin 2
Xiaoshan Yang 2
Kasim Candan 2
Ming Li 2
Yiliang Zhao 2
Ragnar Langseth 2
Hendrik Knoche 2
Robert Kinicki 2
Vamsidhar Gaddam 2
Weiqi Luo 2
Nicola Conci 2
Stephen Gulliver 2
Peng Cui 2
Sebastien Mondet 2
Yun Fu 2
Zhenhua Li 2
Min Xu 2
Xiaopeng Li 2
Hai Jin 2
Jiunlong Huang 2
Jordi Batalla 2
Siqi Shen 2
Ming Yan 2
Lawrence Rowe 2
Yipeng Zhou 2
Haizhou Li 2
Pascal Frossard 2
Yeongju Lee 2
Francesco De Natale 2
Michael Houle 2
Jichao Sun 2
Hanqing Lu 2
Xin Zhang 2
Mohamed Daoudi 2
Pavan Turaga 2
Daniel Gatica-Perez 2
Xiaobai Liu 2
Simon Moncrieff 2
Yugang Jiang 2
Chongwah Ngo 2
Xi Shao 2
Peiyu Lin 2
Fuhao Zou 2
Zhenwei Zhao 2
Jiebo Luo 2
Shuqiao Zhao 2
Christian Timmerer 2
Yuansong Qiao 2
Meng Wang 2
Arijit Sur 2
Bineng Zhong 2
Chongwah Ngo 2
Divyashri Bhat 2
Björn Ottersten 2
Derek Eager 2
Jesse Jin 2
Tianzhu Zhang 2
Keqiu Li 2
Ajay Gopinathan 2
Gang Hua 2
Bogdan Carbunar 2
Azzedine Boukerche 2
Jamesze Wang 2
Wei Liu 2
Michael Needham 2
Surendar Chandra 2
Bo Shen 2
Zechao Li 2
Stefan Wilk 2
Dag Johansen 2
Thomas Zinner 2
Amr Rizk 2
Jie Yang 2
Wolfgang Kellerer 2
Jun Ye 2
Ioannis Mimtsoudis 1
Mike Gartrell 1
Wei Chen 1
Chunghua Chu 1
Yun Ye 1
Jinxia Liu 1
Mahmoud Hashemi 1
Ork Rooij 1
Yuru Lin 1
Heng Qi 1
Wenyu Qu 1
Jyh Jang 1
Seungho Yoo 1
Hwangnam Kim 1
Tiago Rodrigues 1
Maike Erdmann 1
Takahiro Hara 1
Yeehong Yang 1
Grenville Armitage 1
Vasileios Papapanagiotou 1
Haiwei Dong 1
Wengang Zhou 1
Laura Teodosio 1
Yelin Kim 1
Frank Shipman 1
Wenbo He 1
Guoping Qiu 1
Chehua Yeh 1
Brian Barsky 1
Ole Granmo 1
Jørgen Michaelsen 1
Frank Eliassen 1
Ailong Wang 1
Mohammad Alsmirat 1
Musab Al-Hadrusi 1
Weiwei Sun 1
Shuyuan Zhu 1
Jianjun Lei 1
Liang Zheng 1
Ming Wang 1
Junliang Chen 1
K Candan 1
Shao Huang 1
Yan Huang 1
Jungsan Lee 1
Qingzhong Liu 1
Reinier Van Leuken 1
Chidansh Bhatt 1
Fawaz Alsulaiman 1
Juan Silva 1
Qianni Zhang 1
Kang Li 1
Ioannis Kompatsiaris 1
Jiangchuan Liu 1
Rodrigo Laiola Guimarães 1
Ragnhild Eg 1
Jianping Fan 1
Min Huang 1
Hongbo Zhang 1
Siwei Lyu 1
Chiapin Wang 1
Seungho Lim 1
Kyuho Park 1
Luoqi Liu 1
Shengyang Chen 1
Francisco Luque 1
Iris Galloso 1
Ekaterina Gonina 1
Penporn Koanantakool 1
Flora Li 1
John Boreczky 1
Yucyuan Liou 1
Padmanabhan Pillai 1
Thinh Nguyen 1
Dian Tjondronegoro 1
Bir Bhanu 1
Ziad Sakr 1
Manoranjan Dash 1
Hui Zhao 1
Tien Dinh 1
Bengchin Ooi 1
ShaoJie Tang 1
Liwei Kuang 1
Kai Qiu 1
Saleh Almowuena 1
Ming Zhang 1
Mian Dong 1
Tongyu Zhan 1
João Gomes 1
Rodrigo De Oliveira 1
Ramesh Jain 1
Khechai Sim 1
Stefano Montanelli 1
Goffredo Haus 1
Laura Bratton 1
Sina Wetzel 1
Hongbo Zhang 1
Alberto Piacenza 1
Marc Cavazza 1
Abukari Yakubu 1
Ivica Rimac 1
Klamer Schutte 1
Wessel Kraaij 1
Duc Dang-Nguyen 1
Giulia Boato 1
Luciana Pontello 1
Mingliang Zhou 1
Jason Moore 1
Andrew Duchowski 1
Arzu Çöltekin 1
Carlo Colombo 1
Marian Ursu 1
Doug Williams 1
Inger Lindstedt 1
Vilmos Zsombori 1
Bin Cheng 1
Nishant Agarwal 1
Sigrun Eskeland 1
Scandar Copti 1
Damien Marshall 1
Taku Komura 1
Rajat Chakraborty 1
Paul McKevitt 1
Laura Sesma-Sanchez 1
Sonia Porta 1
Bingbing Ni 1
Sigurd Ljodal 1
Hwaijung Hsu 1
Richard Pazzi 1
David Hsu 1
Shengfeng Qin 1
Lexing Xie 1
Kuanta Chen 1
Daniel Négru 1
Enrico Masala 1
Weisi Lin 1
Jianfei Cai 1
Víctor Valdés 1
Rachel Heck 1
Batu Truong 1
Jianzhong Sun 1
Dick Epema 1
Andreas Lund 1
Khaled Diab 1
Liping Zhang 1
Sebastiaan Meijer 1
Laura Natali 1
Wojciech Matusik 1
Marc Davis 1
Pablo Corro 1
Hungkhoon Tan 1
Da Luo 1
Bernard Mérialdo 1
Xudong Yang 1
Weilong Peng 1
Xiangjun Shen 1
Gabriel Tavares 1
Minhson Dao 1
Vasileios Mezaris 1
Laurencetianruo Yang 1
Cong Wang 1
Lusong Li 1
Gaurav Harit 1
Tiejun Huang 1
Yihsuan Yang 1
Douglas Eck 1
Lexing Xie 1
Rahul Sukthankar 1
Can Wang 1
Nina Bhatti 1
Mikael Baillif 1
Ed Kaiser 1
Kazushi Nishimoto 1
Norihiro Hagita 1
Guojun Qi 1
Anirban Mahanti 1
Brian Bailey 1
Michael Lyu 1
Burak Çizmeci 1
Kun Zeng 1
Jayakrishnan Nair 1
Yongtao Hu 1
Jan Kautz 1
Mohammad Pakravan 1
Ying Zhang 1
Kuanwen Chen 1
Sixuan Ma 1
Xiping Hu 1
Junqi Deng 1
Florence Adegeye 1
Stefan Suette 1
Shu Shi 1
Nick Taylor 1
Xiaojie Wang 1
Song Ci 1
Wanmin Wu 1
Zheng Lu 1
Gianluigi Ciocca 1
Shunyun Hu 1
Hui Wang 1
Kotaro Nakayama 1
Danielle Sauer 1
Chabane Djeraba 1
Ramazan Ayguun 1
Yehia Elkhatib 1
Ioannis Arapakis 1
Narasimha Reddy 1
Mary Buchanan 1
Walter Bender 1
Brian Smith 1
Leon Pan 1
Waipun Yiu 1
Yosiyuki Takahasi 1
Jingdong Wang 1
Junwen Wu 1
Mohan Trivedi 1
Xing Jin 1
Wengang Zhou 1
Meng Wang 1
Yi Yang 1
Jiyan Wu 1
Sicong Liu 1
Beatrice Ionascu 1
John Kassebaum 1
Alejandro Jaimes 1
Yong Rui 1
Hangzai Luo 1
Hannu Toivonen 1
Javed Khan 1
Jonathan Walpole 1
Li Jie 1
Jean Vesin 1
Junliang Xing 1
Alaa Halawani 1
Manoj Prasad 1
Tracy Hammond 1
Hanwang Zhang 1
Yue Gao 1
Prabin Bora 1
Xiaokang Yang 1
Zheng Yan 1
Ellen Do 1
Ke Gu 1
Jinyuan Jia 1
Norman Sadeh 1
Nicolas Georganas 1
Junhu Wei 1
Wentong Cai 1
Liangtien Chia 1
Bin Song 1
Honggang Wang 1
Chinghsien Hsu 1
Zenggang Xiong 1
Zhan Qin 1
Jingbo Yan 1
Cong Wang 1
Keke Gai 1
Zhong Ming 1
Jinhui Tang 1
Kenichi Suzuki 1
Feng Liu 1
Wei Chen 1
Chingling Fan 1
Hui Zhang 1
Branka Lakic 1
Henrique Da Silva 1
Wei Jiang 1
Mauro Cherubini 1
Arthur Money 1
Kai Hwang 1
Kanav Kahol 1
Priyamvada Tripathi 1
Troy McDaniel 1
Ramon Aparicio-Pardo 1
Sergio Benini 1
Riccardo Leonardi 1
Giorgio Giacinto 1
Pedro Holanda 1
Jianting Guo 1
Lijun Yin 1
Nishan Canagarajah 1
Norman Murray 1
Maureen Thomas 1
Crysta Metcalf 1
Elaine Huang 1
Balasubramanian Raman 1
Yenyu Lin 1
Meng Wang 1
Howard Leung 1
Liang Lin 1
Thomas Haenselmann 1
Chuohao Yeo 1
Ruchira Naskar 1
Xiansheng Hua 1
Rafael Cabeza 1
Bo Wang 1
Jinqiao Wang 1
Abu Rahman 1
Vincent Charvillat 1
Mikkel Næss 1
Junliang Xing 1
Lea Skorin-Kapov 1
Leonardo Favario 1
Judith Redi 1
Zhenguang Liu 1
Akanksha Tiwari 1
José MartíNez 1
Bo Geng 1
Albert Banchs 1
Suneeta Agarwal 1
Neeraj Kumar 1
Adelelu Jia 1
Muzhou Xiong 1
Hongjiang Zhang 1
Naghmeh Khodabakhshi 1
Piotr Didyk 1
Dror Feitelson 1
Kartik Gopalan 1
Kuowei Wu 1
Ioannis Ivrissimtzis 1
Sasu Tarkoma 1
Feng Wang 1
Ning Liu 1
Yirong Zhuang 1
Marco Grangetto 1
Lorenzo Bovio 1
Petr Sojka 1
Driss Aboutajdine 1
Zhiyong Feng 1
Feifei Zhang 1
Qirong Mao 1
Sylviobarbon Jr 1
Lorenzo Seidenari 1
Claudio Baecchi 1
Haiyang Wang 1
Parag Agarwal 1
Giuseppe Cofano 1
Anh Nguyen-Ngoc 1
Andrzej Beben 1
Munmun De Choudhury 1
Yadong Mu 1
Meng Wang 1
Shin'ichi Satoh 1
Gaurav Bhatnagar 1
Weiming Hu 1
Zhongfei Zhang 1
Mohamad Rabbath 1
Tom Malzbender 1
Byunghee Jung 1
Junehwa Song 1
Thanassis Rikakis 1
Joonwon Lee 1
Qingfang Zheng 1
Frederic Thouin 1
Jianke Zhu 1
Rahul Chaudhari 1
Yandong Tang 1
Vineet Gokhale 1
Shengsheng Qian 1
Carlo Fantozzi 1
Yukwong Kwok 1
Kaikai Liu 1
Stuart Whyte 1
Richard Han 1
Qin Lv 1
Ruifan Li 1
Ulrich Newmann 1
Pooja Agarwal 1
Felix Yu 1
Tatsheng Chua 1
Zibin Wang 1
Simone Bianco 1
Virgílio Almeida 1
Jussara Almeida 1
Derek Bunn 1
Xuyong Yang 1
Lei Pang 1
Mulin Chen 1
Qi Wang 1
Saraju Mohanty 1
Xue Liu 1
Bisheng Chen 1
Ligang Zheng 1
Zhaoyang Zhang 1
Lexing Xie 1
Alexander Hauptmann 1
Medy Sanadidi 1
Beomjoo Seo 1
Matthew Cooper 1
Karsten Schwan 1
Jiantao Zhou 1
Yajuan Zhang 1
Jian Cheng 1
Yunqing Shi 1
Zhengding Lu 1
Mauricio Orozco 1
Hengtao Shen 1
William Seager 1
Mark Corner 1
Wei Wei 1
Zheng Guo 1
Frédéric Boudon 1
Yong Wei 1
Heng Liu 1
Lei Zhang 1
Rainer Lienhart 1
Yang Li 1
Yu Zhang 1
Jaling Wu 1
Shihchia Huang 1
Prasant Mohapatra 1
Yuli Gao 1
Xiangyang Xue 1
Marcella Cornia 1
Matti Nelimarkka 1
Daniel Johnson 1
Minjun Li 1
Wei Hu 1
Farid Melgani 1
Tsungnan Lin 1
Ingmar Franke 1
Yowon Jeong 1
Weisi Lin 1
Touradj Ebrahimi 1
Guillermo Cisneros 1
Zhihan Lv 1
Michael Driscoll 1
Kurt Keutzer 1
Yalin Lee 1
Alvin Junus 1
Tanima Dutta 1
Jingxi Xu 1
Brandon Amos 1
Hanwang Zhang 1
Adam Wolisz 1
Xiongkuo Min 1
Björn Jónsson 1
Michael Franklin 1
Elaine Chew 1
Adrien Joly 1
Herngyow Chen 1
Surong Wang 1
Chonggang Wang 1
Ruyan Wang 1
Fanyu Bu 1
Jun Liu 1
Yongdong Wu 1
Xiangbo Shu 1
Jiajia Liu 1
Hirotaka Ujikawa 1
Chunhua Hu 1
Jia Hu 1
Mengbai Xiao 1
Xin Li 1
Hao Yin 1
Chuang Lin 1
Mário Freire 1
Paulo Monteiro 1
Harry Agius 1
Michelle Zhou 1
Zhenhua Li 1
Fei Li 1
Francis Lau 1
Anne Tchounikine 1
Tyler Ballast 1
Shannon Chen 1
Julie Porteous 1
Soheil Ghiasi 1
Luca Piras 1
João Cardoso 1
Olga Goussevskaia 1
Adlen Ksentini 1
Radu Mariescu-Istodor 1
Nacim Ihadaddene 1
Paul Dickerson 1
Mika Tuomola 1
Terence Wright 1
John Gilmore 1
Thomas De Lange 1
Sanjeev Koppal 1
Kazuya Sakai 1
Edmond Ho 1
Mikel Ariz 1
Tam Nguyen 1
Håkon Stensland 1
Magnus Stenhaug 1
Raoul Rivas 1
Mohan Kankanhalli 1
Yongjin Liu 1
Yong Rui 1
Joachim Bruneau-Queyreix 1
Alessandro Floris 1
Arslan Ahmad 1
Qi Liu 1
Christoph Meinel 1
John Oommen 1
Carl Hogsden 1
Joeri Van Der Velden 1
Jongseung Park 1
Weiming Zhang 1
Nenghai Yu 1
Jingjing Fu 1
Maria Merani 1
Chen Zhao 1
Juha Vierinen 1
Philippe Mulhem 1
Miguel Nussbaum 1
Abdelwahab Hamam 1
Mika Aalto 1
Di Huang 1
Lahoucine Ballihi 1
Kang Li 1
Parisa Pouladzadeh 1
Kaoru Ota 1
Tiberio Uricchio 1
Andrea Ferracani 1
Marco Bertini 1
Cong Zhang 1
Yuri Ivanov 1
Gian Foresti 1
Daqing Zhang 1
Markus Schedl 1
Yonghong Tian 1
Menglin Jiang 1
Dong Xu 1
Yuching Lin 1
Ou Wu 1
Subhabrata Bhattacharya 1
Yinpeng Chen 1
Irwin Sobel 1
Beitao Li 1
Srisakul Thakolsri 1
Dawoon Jung 1
Fairouz Hussein 1
Yunsheng Yang 1
Jean Grégoire 1
Subhasis Chaudhuri 1
Chihwei Lin 1
Shenchi Chen 1
Niccolò Pretto 1
Elizabeth Papadopoulou 1
M Williams 1
Junho Ahn 1
Wei Guan 1
Tongtao Zhang 1
Mingju Wu 1
Shingchern You 1
Gerald Kunzmann 1
Xuanhui Wang 1
Shojiro Nishio 1
Fadi Dornaika 1
Robert Walz 1
Anastasios Delopoulos 1
Mansoor Ebrahim 1
Paul Vigmostad 1
Jiwen Lu 1
Xinglei Zhu 1
Tore Endestad 1
Yan Liu 1
Bruno Silva 1
Guangjie Han 1
Yijing Jiang 1
Yaujim Yip 1
Wengang Zhou 1
Ramesh Jain 1
Ralf Steinmetz 1
Renato Verdugo 1
Shahram Ghandeharizadeh 1
Ying Yang 1
Zhipeng Chen 1
Rossano Gaeta 1
Xiaoyuan Guo 1
Girum Demisse 1
Sailesh Bharati 1
Saverio Mascolo 1
Shihchuan Chiu 1
Ingrid Visentini 1
Qiang Chen 1
Xiangyu Chen 1
Anupama Mallik 1
Santanu Chaudhury 1
Luntian Mou 1
Homer Chen 1
Razvan Pascanu 1
Yoshua Bengio 1
Rossano Schifanella 1
Filippo Menczer 1
Chun Chen 1
Bin Xu 1
Donald Tanguay 1
Michael Goss 1
Sanguok Kum 1
Edward Chang 1
Chika Oshima 1
Christoph Rensing 1
Abdelkader Belkhir 1
Giuseppe Lisanti 1
Svebor Karaman 1
Iacopo Masi 1
Dongni Ren 1
Johnny Shen 1
Diana Bental 1
Guang Yang 1
Mario Gerla 1
Shuang Wang 1
Wei Wu 1
Jonathan Foote 1
Chaoyang Zhao 1
Hueifang Yang 1
Boyao Lin 1
Silvestro Poccia 1
Jian Li 1
Xifeng Gao 1
Zhigang Deng 1
Zhenhua Qu 1
Tim Bauman 1
Remco Veltkamp 1
Nizar Sakr 1
Emil Petriu 1
Kalpathi Ramakrishnan 1
Xiangwen Chen 1
Minghua Chen 1
Steven Seitz 1
Elisabeth André 1
Cha Zhang 1
Liwei He 1
Giang Nguyen 1
Hairong Liu 1
Florian Vandecasteele 1
Sergio Mena 1
Mankwan Shan 1
Michael Mandel 1
Mengdi Xu 1
Harlyn Baker 1
Yoonjoon Lee 1
Jirong Wen 1
Phillipa Gill 1
Ram Dantu 1
Abdulsalam Yassine 1
Massimo Piccardi 1
Eckehard Steinbach 1
Yang Cong 1
Zhijie Shen 1
Renfei Wang 1
Xitong Li 1
Xiaolin Li 1
James Williamson 1
Yogesh Rawat 1
Biao Zhu 1
Feng Xia 1
Hoda Roodaki 1
Suya You 1
Ahmed Hamza 1
Guangda Li 1
Yihan Pu 1
Bo Fu 1
Dick Epema 1
Sina Jafarpour 1
Roelof Van Zwol 1
Amiel Heyde 1
Christos Diou 1
Steve Uhlig 1
James Wyllie 1
Yanqiang Lei 1
Ke Chen 1
Zhengchuan Chen 1
Hongying Yang 1
Christian Poellabauer 1
Susmit Bagchi 1
Fulee Wang 1
Zhiwei Fang 1
Liminn Ang 1
Bo Cheng 1
Xiaolan Wang 1
Wanjoo Park 1
Weiqiang Wang 1
Hongmei Liu 1
Shengfeng He 1
Amit Sachan 1
Jonathan Weir 1
Hui Feng 1
Frederick Li 1
Lewis Li 1
Yang Yang 1
Sameer Samarth 1
Garimella Sivaram 1
Xiaotao Liu 1
Suchendra Bhandarkar 1
Malcolm Slaney 1
Philip Chou 1
Dimitrios Rafailidis 1
Weiqing Min 1
Eilwoo Baik 1
Amit Pande 1
Jim Crawford 1
Phani Kotharu 1
Helmut Hlavacs 1
Marco D'Orlando 1
Guorong Cai 1
Shaozi Li 1
Honggang Qi 1
Petri Myllys 1
Charles Krasic 1
Benjamin Rainer 1
Eleni Kroupi 1
Haibo Li 1
Yang Yang 1
Quan Fang 1
Xue Li 1
Wenhsiang Tsai 1
Rodrigo Schramm 1
Helena Nunes 1
Chihhao Chiu 1
Guangtao Zhai 1
Xueshi Hou 1
Weitsang Ooi 1
Mahadev Satyanarayanan 1
Laurent Amsaleg 1
Moses Pawar 1
Sunand Tullimas 1
Huiping Guo 1
Jim Kurose 1
Shengwei Li 1
Chuanjun Li 1
Joe Osgood 1
Xindi Shang 1
Abdel Al Tamimi 1
Lei Zhao 1
Yi Chen 1
Sushil Jajodia 1
Rui Li 1
Stephen TURNER 1
Dapeng Wu 1
Cong Liu 1
Jingdong Wang 1
Maryam Amiri 1
Hussein Al Osman 1
Fan Wu 1
Kun Wang 1
Qingquan Zhu 1
Shenglong Zou 1
Chihfan Hsu 1
Zengfu Wang 1
Alexander Loui 1
Nuria Oliver 1
Tieying Zhang 1
Augusto Celentano 1
Laura Toni 1
Mohsen Langroodi 1
Zhenhuan Gao 1
Qing Lei 1
Jun Wang 1
Dimitris Agrafiotis 1
Anthony Steed 1
David Roberts 1
Maria Pimentel 1
Nina Hall 1
Joe Tullio 1
Frank Bentley 1
Khimya Khetarpal 1
Jun Zhang 1
Meng Wang 1
Abu Rahman 1
Xiangyu Chen 1
Kazi Alam 1
Euiseok Kim 1
Marius Tennøe 1
Zhiyong Wang 1
Shaohui Mei 1
Mingyi He 1
Ye Wang 1
Jeroen Van Der Hooft 1
Zheng Yan 1
Rong Cao 1
Junlin Ouyang 1
Hua Zhong 1
Zhiwen Yu 1
Yibin Li 1
Gang Chen 1
Nei Kato 1
Seungmin Rho 1
Yulei Wu 1
Wuchi Feng 1
Richardtianbai Ma 1
Denny Stohr 1
Tsunghan Tsai 1
Zhan Ma 1
Xuening Liu 1
Bo Li 1
Bashar Qudah 1
Susanne Boll 1
Xiaosong Lou 1
Zhijie Shen 1
Xuanjia Qiu 1
Silvana Castano 1
Luca Ludovico 1
Anne Arigon 1
Alberto Blanc 1
Fabrizio Guerrini 1
Shahid Akhtar 1
Yongfei Zhang 1
Bo Li 1
Farouk Messaoudi 1
Lahari Sengupta 1
Stanislas Lew 1
Thierry Urruty 1
Dan Simovici 1
Lester Loschky 1
James Walkerdine 1
Paul Sharkey 1
Luiz Soares 1
César Teixeira 1
Rudinei Goularte 1
Ian Kegel 1
Andra Leurdijk 1
Guy Romano 1
Xiguo Ma 1
Siqing Zheng 1
Eakta Jain 1
Friederike Eyssel 1
Henrik Alstad 1
Arantxa Villanueva 1
Victoria Ponz 1
Espen Helgedagsrud 1
Asgeir Mortensen 1
Deyu Chen 1
Maximilian Ott 1
Harish Katti 1
Martín Varela 1
Tobias Hoßfeld 1
Lam Dinh-Xuan 1
Teemu Kämäräinen 1
Sharath Guntuku 1
Yingjie Xia 1
Cheng Wang 1
Anran Wang 1
Pablo Serrano 1
Robert Malkin 1
Datong Chen 1
Mario Proença 1
Saeed Aghaee 1
Xiansheng Hua 1
Yan Yan 1
Xianjun Hu 1
Ke Li 1
Qiong Wu 1
Pierre Boulanger 1
Yao Hu 1
Tarek Elgamal 1
Krzysztof Templin 1
Paula Navarrete 1
Mohammad Hoque 1
Jun Wan 1
Hassan Afzal 1
Michal Balazia 1
Safaa Azzakhnini 1
Sheng Li 1
Gabriel Campos 1
Mario Jr 1
Xingang Liu 1
Jan Kleinrouweler 1
Sergio Cabrero 1
Piotr Wiśniewski 1
Kenneth Holmqvist 1
Kianoosh Mokhtarian 1
Jun Gao 1
Qinghua Huang 1
Polle Zellweger 1
Changnian Zhang 1
Haitao Li 1
Song Tan 1
Tianzhu Zhang 1
Cees Snoek 1
Lingjyh Chen 1
Viktor Eide 1
Zhong Zhou 1
Liquan Shen 1
Xiangyang Wang 1
Minghsuan Yang 1
Hsinmin Wang 1
Dan Guo 1
Zhaoqing Pan 1
Qinghao Hu 1
Oryina Akputu 1
Yuan Yang 1
Maria Sapino 1
Rodrigo Ceballos 1
Caiming Zhang 1
Jack Jansen 1
Lifeng Sun 1
Matthew Turk 1
Richard Szeliski 1
Zixia Huang 1
Stefanos Antaris 1
Jinye Peng 1
Boqing Gong 1
Abhinav Gupta 1
Rita Cucchiara 1
Donglin Cao 1
Longyin Wen 1
Aurora Tulilaulu 1
Joonas Paalasmaa 1
Xiansheng Hua 1
Mozhdeh Seifi 1
Haodong Li 1
Fulvio Babich 1
Francesca Vatta 1
Alan Ip 1
Qi Yan 1
Erik Reinhard 1
Kashif Ahmad 1
Jens Helmert 1
Boris Velichkovsky 1
Brian Lee 1
Jin Yuan 1
Eric Battenberg 1
Jon Crowcroft 1
Hao Fu 1
Cláudiorosito Jung 1
Amorntip Prayoonwong 1
Konstantin Miller 1
Chao Zhou 1
Gylfi Gudmundsson 1
Lingyu Duan 1
Rich Edgecomb 1
Shiping Chen 1
Anlei Dong 1
David Ott 1
Yue Zhang 1
Zhuo Wei 1
Conghuan Ye 1
Kui Ren 1
Luca Aiello 1
Niklas Carlsson 1
Lauro Snidaro 1
David Suter 1
K Candan 1
Yue Gao 1
Hongxun Yao 1
Shulong Tan 1
Jiajun Bu 1
Kingshy Goh 1
Henning Schulzrinne 1
Weiying Ma 1
Liqi Shi 1
Jinsoo Kim 1
Wen Gao 1
Mark Coates 1
Ashkan Sobhani 1
Jason Grant 1
Xiao Xu 1
Christoph Bachhuber 1
Xiaonan Luo 1
Wenping Wang 1
Zhengyu Deng 1
Chengwu Chen 1
Tianzhu Zhang 1
Fei Hao 1
Geyong Min 1
Victor Leung 1
Edith Ngai 1
Idris Ibrahim 1
Hongxin Zhang 1
Yanwei Liu 1
Hai Jin 1
Ryan Spicer 1
Yanming Shen 1
Fabrício Benevenuto 1
Michael Lew 1
James Elder 1
Yi Chen 1
Abhidnya Deshpande 1
Yungyu Chuang 1
Trent Boulter 1
Yingqing Xu 1
Longyu Zhang 1
Waichong Chia 1
Gareth Tyson 1
Shaoyan Sun 1
Bart Thomée 1
K Wijayaratne 1
Carlos Martin 1
Robert Rieger 1
Ashvin Goel 1
James Clark 1
Shafiq Réhman 1
Murat Russell 1
Sen Wang 1
Xianglong Liu 1
Yadong Mu 1
Bo Lang 1
Lei Cao 1
Haojun Wu 1
Weita Chu 1
Chang Liu 1
Anupam Das 1
Suhuai Luo 1
Suiping Zhou 1
Hao Qin 1
Xingzi Wen 1
Francisco Herrera 1
Shangguang Wang 1
Ao Zhou 1
Fangchun Yang 1
Fang Xu 1
Wei Wang 1
Haibo Chen 1
Kianlee Tan 1
Meihui Zhang 1
Maha Abdallah 1
Wanchun Dou 1
Zhangyu Chang 1
Jun Mi 1
Derjiunn Deng 1
Mi Jing 1
Pedro Inácio 1
Daniel Ellis 1
Dong Xu 1
Xueqi Cheng 1
Weisong Shi 1
Wolfgang Klas 1
Karine Pires 1
Jinhan Park 1
Nicola Adami 1
Philipp Gysel 1
Jixiang Du 1
Jialin Peng 1
Maaike De Boer 1
Hao Zhang 1
Ana Silva 1
Ming Dong 1
Yunhong Wang 1
Jianhai Zhang 1
Meng Xing 1
Hassan Omar 1
Peng Li 1
Karel Vandenbroucke 1
Dimitri Schuurman 1
Steven Verstockt 1
Stefano D'Aronco 1
Luca De Cicco 1
Piotr Krawiec 1
Bo Yang 1
Chris Bleakley 1
Jing Liu 1
Peter Knees 1
Yunfei Chen 1
Jianguo Jiang 1
Simone Milani 1
W Culbertson 1
Ron Shacham 1
Tiecheng Liu 1
John Kender 1
Weiwei Xu 1
Shengmin Liu 1
Jaegeuk Kim 1
Feng Liu 1
Prakash Kolan 1
Marek Meyer 1
Patrick Flynn 1
Nicolas Alt 1
Baojie Fan 1
Lianqing Liu 1
Haibin Yu 1
Wang Miao 1
Jinyang Gao 1
Sheng Wang 1
Taotao Wu 1
Geyong Min 1
Haozhe Wang 1
Chenhan Xu 1
Liangping Ma 1
Chienchung Shen 1
Lei Guo 1
Vyas Sekar 1
Courtenay Cotton 1
Maryvonne Miquel 1
Sethuraman Panchanathan 1
Joseph Peters 1
Duansheng Chen 1
Yijie Lu 1
Bruno Guilherme 1
Yousef Sharrab 1
Pasi Fränti 1
Gary Wolverton 1
Peter Phillips 1
Stephen Davies 1
David Bull 1
Ulf Myrestam 1
Xiaofei Liao 1
Zheng Zhang 1
Gunnar Harboe 1
Priyanka Singh 1
Michael Riegler 1
Ishwarya Thirunarayanan 1
Jacky Chan 1
Dario Comanducci 1
Peijia Zheng 1
Xupeng Lin 1
Philippe Bertin 1
Julia Sussner 1
Lex Stein 1
Herman Engelbrecht 1
Konstantin Pogorelov 1
Shihyao Lin 1
John Shea 1
Matthew White 1
Long Vu 1
Jin Liang 1
Linxie Tang 1
Jinhui Tang 1
Qiang Chen 1
Weishinn Ku 1
Brian Lee 1
Junshi Huang 1
Anoop Rajagopal 1
Qiufang Fu 1
Yi Zhu 1
Qinming He 1
Haojin Yang 1
Tatjen Cham 1
Xinmei Tian 1
Haakon Riiser 1
Paul Patras 1
Michael Wallick 1
Howard Wactlar 1
Jianfei Cai 1
Huahui Wu 1
Yicheng Tu 1
Joel Rodrigues 1
Chenghsin Hsu 1
Robert Pless 1
Mark Hendrikx 1
Yantao Zheng 1
Liqiang Nie 1
Dan Tsafrir 1
Yowjian Lin 1
Gang Peng 1
Lan Huang 1
Wenkuang Kuo 1
Wanlei Zhao 1
S Chan 1
Jiali Duan 1
Bruno Mirbach 1
Yongqiang Yao 1
Mingjie Jiao 1
Edip Demirbilek 1
Hanhui Li 1
Yizhou Yu 1
Sergio Canazza 1
Wenyan Hu 1
Min Liang 1
Fraser Blackmun 1
Meiyii Lim 1
Seshadri Venkatagiri 1
Ross Maciejewski 1
Shujie Liu 1
Roy Campbell 1
Ali El Essaili 1
Bo Zhang 1
Jongtack Jung 1
Dhiraj Joshi 1
Pietro Pala 1
Mingfang Weng 1
Nishanth Sastry 1
Jeroen Famaey 1
Bharat Bhargava 1
Minoru Nakayama 1
Jiangchuan Liu 1
Ming Ouhyoung 1
Tony Sun 1
Qianqian Hu 1
Ankita Lathey 1
Hong Shen 1
Chihyi Chiu 1
Yuanyan Tang 1
Peisong Wang 1
Kahphooi Seng 1
Shuhui Jiang 1
Yue Wu 1
Kuangyu Chang 1
Rynson Lau 1
Jiqing Wen 1
Hui Mao 1
Chinchen Chang 1
Thanh Dang 1
Julio Valdés 1
Yi Yang 1
Prabhu Natarajan 1
Jyh Jang 1
Dilip Krishnappa 1
Bohao Chen 1
Bingkun Bao 1
Akiko Teranishi 1
Zeno Albisser 1
Olivier Meur 1
Giorgos Karafotias 1
Georgios Korres 1
Hayley Hung 1
Girija Chetty 1
Loyao Yeh 1
Kevin Curran 1
Axel Carlier 1
Øystein Landsverk 1
Tao Mei 1
Daviddagan Feng 1
Ramakrishnan Kalpathi 1
Xiaolan Fu 1
Chao Zhang 1
Christian Weth 1
Dacheng Tao 1
Xiangjun Li 1
Shuvendu Rana 1
Shenghua Zhong 1
Charith Perera 1
David Scruton 1
Alan Blackwell 1
Dong Liu 1
Yichuan Wang 1
Tingan Lin 1
Yijuan Lu 1
Minte Sun 1
Jonathan Doherty 1
Jian Dong 1
Jun Tan 1
Shanghong Zhao 1
Shuicheng Yan 1
Genliang Guan 1
Xinxi Wang 1
Yi Wang 1
Cuixia Ma 1
Valentin Burger 1
Florian Wamser 1
Mathias Lacaud 1
Tim Wauters 1
Luigi Atzori 1
Sunil Prabhakar 1
Shivendra Shivani 1
Tommy Nilsson 1
Shanyu Tang 1
Xin Liu 1
Austin Abrams 1
Xiangdong Zhou 1
Honggang Hu 1
Dan Miao 1
Yan Lu 1
Xuelong Li 1
Hui Li 1
Yoav Etsion 1
Tzicker Chiueh 1
Chitra Madhwacharyula 1
Simone Santini 1
Jihad Alja'Am 1
Jukka Nurminen 1
Huajie Cui 1
Shuai Zhou 1
Liming Chen 1
Rodrigo Guido 1
Weihua Zhuang 1
Giuseppe Serra 1
Shelley Buchinger 1
Amir Mazaheri 1
Divya Singhal 1
Dongying Gong 1
Dan Ventura 1
Xi Wang 1
Jiwu Huang 1
Hui Xu 1
Zhenhui Yuan 1
Shengzhong Feng 1
Mao Ye 1
Evangelos Georganas 1
Hari Gupta 1
Benjamin Wah 1
Sibaji Gaj 1
Chihyi Chiu 1
Nimesha Ranasinghe 1
Yao Lu 1
Sujit Dey 1
Junjue Wang 1
Sakirearslan Ay 1
Senching Cheung 1
Busung Lee 1
Yinghua Li 1
Boran Yang 1
Jianxun Liu 1
Wei Lei 1
Meikang Qiu 1
Lei Shu 1
Feng Qiu 1
Jiebo Luo 1
Jianming Lv 1
Dongyu Liu 1
Alfio Ferrara 1
Dahming Chiu 1
Philipp Schaber 1
Christoph Wesch 1
Mohammad Motamedi 1
Xiao Ke 1
Andre Beck 1
Paichet Ng 1
Kangeun Jeon 1
Jiwu Huang 1
Dorothy Rachovides 1
John Rae 1
Renan Cattelan 1
Noel Massey 1
Peter Schmidt 1
Petri Vuorimaa 1
Xiaofei He 1
Hareesh Ravi 1
Arige Subramanyam 1
Pablo Nunnez 1
Shahin Shayandeh 1
Chongwah Ngo 1
Marco Botta 1
Davide Cavagnino 1
Victor Pomponiu 1
Stan Li 1
Yong Su 1
Yongzhao Zhan 1
Rodrigoaugusto Igawa 1
Andrzej Chydziñski 1
Marcus Nyström 1
Hiranmay Ghosh 1
Q Wu 1
Wen Gao 1
Haiqiang Zuo 1
Philipp Sandhaus 1
Joan Biel 1
Jiebo Luo 1
Yiqun Li 1
Wuchang Feng 1
Xiaotong Yuan 1
Giancarlo Calvagno 1
Dan Gelb 1
João Cangussu 1
Samia Bouyakoub 1
Xuwen Yu 1
Hao Hu 1
Shuai Wang 1
Huijie Fan 1
Huaici Zhao 1
Zhuo Su 1
Yisheng Xu 1
Jidi Zhao 1
Peter Fröhlich 1
Edel Jennings 1
Shivakant Mishra 1
Fangxiang Feng 1
Ibrar Ahmad 1
Hui Tang 1
Jinhui Tang 1
Dirk Staehle 1
Sukkyu Lee 1
Jihoon Ryoo 1
Jiali Li 1
Xiangnan Kong 1
Keith Ross 1
Yanjiang Yang 1
Huaxin Xu 1
Dan Olsen 1
Maxim Claeys 1
Steven Latré 1
Lynda Hardman 1
Emily Provost 1
Dinh Phung 1
Zhiyu Wang 1
Shuqiang Jiang 1
Ping An 1
Panpan Niu 1
Yohan Jin 1
Zhedong Zheng 1
Yunli Lee 1
Chusong Chen 1
Kai Li 1
Xiaopeng Li 1
Pavel Korshunov 1
Andrew Sung 1
Mengyu Qiao 1
Danny Kilis 1
Wenjun(Kevin) Zeng 1
Ebroul Izquierdo 1
David Geerts 1
Martina Sasse 1
Liangliang Cao 1
Brian Whitman 1
Viswanathan Swaminathan 1
Noah Snavely 1
Yintzu Lin 1
I Liu 1
John Lui 1
Lorenzo Baraldi 1
Songzhi Su 1
Mohamed Mekhalfi 1
Pochiang Lin 1
Sebastian Pannasch 1
Rainer Groh 1
Oleg Komogortsev 1
Ashkan Yazdani 1
Claudio Feijóo 1
Xin Zhao 1
Chaoyi Pang 1
Quan Sheng 1
Yunhua Deng 1
Aditya Kanetkar 1
Yong Wang 1

Affiliation Paper Counts
China Telecommunications 1
Macau University of Science and Technology 1
National Taiwan Normal University 1
Kent State University 1
Southeast University China, Nanjing 1
Henan University 1
General Hospital of People's Liberation Army 1
National University of Defense Technology China 1
Zhejiang Wanli University 1
Institut National des Telecommunications 1
Bowie State University 1
Johns Hopkins University 1
National Chengchi University 1
Clemson University 1
Pontifical Catholic University of Rio de Janeiro 1
Indian Institute of Technology Roorkee 1
Yarmouk University 1
Intel Corporation 1
University of South Carolina 1
Advanced Telecommunications Research Institute International (ATR) 1
INRIA Institut National de Rechereche en Informatique et en Automatique 1
Cisco Systems 1
HEC School of Management 1
Sungkyul Christian University 1
University of Coimbra 1
South Dakota School of Mines & Technology 1
University of Ontario Institute of Technology 1
Institute of High Performance Computing, Singapore 1
University of Northumbria 1
FHS St. Gallen University of Applied Sciences 1
Orange Labs 1
TELECOM ParisTech 1
Hunan University of Commerce 1
King's College London 1
Auburn University 1
Laboratoire de Biometrie et Biologie Evolutive, Villeurbanne 1
University of Duisburg-Essen 1
National Research Council Canada 1
North Georgia College & State University 1
Indian Institute of Technology Rajasthan 1
Kansas State University 1
Malmo University 1
National University of Tainan Taiwan 1
University of Wales Trinity Saint David 1
Laboratoire d'Automatique, Genie Informatique et Signal 1
Federal University of Bahia 1
University of California, Merced 1
University of Minnesota Duluth 1
Austrian Institute of Technology 1
Samsung Electronics, India Software Operations Ltd. 1
Nanjing University of Information Science and Technology 1
National Changhua University of Education 1
Eastman Kodak Company 1
National Central University Taiwan 1
Eindhoven University of Technology 1
University of Teesside 1
University of Rochester 1
Air Force Research Laboratory Information Directorate 1
University of Zurich 1
University of Surrey 1
Agder University College 1
The University of North Carolina Wilmington 1
University of the Basque Country 1
York University Canada 1
University of Zagreb 1
Adobe Systems Incorporated 1
Guangzhou University 1
University of Windsor 1
Florida Institute of Technology 1
University of Chicago 1
Google Inc. 1
Incheon National University 1
Saarland University 1
Deakin University 1
University of Pittsburgh 1
UNESP-Universidade Estadual Paulista 1
University of Edinburgh 1
Muroran Institute of Technology 1
Center For Research And Technology - Hellas 1
Beijing University of Technology 1
Singapore University of Technology and Design 1
Universite Paris Sorbonne - Paris IV 1
Royal Institute of Technology 1
Sam Houston State University 1
National Taiwan Ocean University 1
Harvard University 1
MIT Media Laboratory 1
University of Kent 1
Fuzhou University 1
Carleton University 1
Hong Kong Polytechnic University 1
Hohai University 1
Hongik University 1
University of Kuwait 1
GE Global Research 1
Reykjavik University 1
Japan National Institute of Information and Communications Technology 1
California State University Los Angeles 1
Ecole Centrale de Lyon 1
Cairo University 1
Uppsala University 1
Waterford Institute of Technology 1
National Taichung University of Science and Technology 1
Tohoku University 1
Guangdong University of Petrochemical Technology 1
University of Nebraska - Lincoln 1
Dalian Maritime University 1
University of Pennsylvania 1
University of Missouri System 1
Indiana University 1
University of Tokyo 1
Federal University of Sao Carlos 1
National Institute of Technology Kurukshetra 1
Baerum Hospital 1
Cancer Registry of Norway Institute of Population-Based Cancer Research 1
Open University 1
University of Canberra 1
National Kaohsiung Marine University Taiwan 1
Sybase Inc. 1
IMT Lille Douai 1
Silesian Polytechnic University, Gliwice 1
Nankai University 1
University of Delaware 1
Hebei Academy of Sciences 1
CSIRO Data61 1
Ca' Foscari University of Venice 1
University of Massachusetts Boston 1
University of Bielefeld 1
Saint Petersburg National Research University of Information Technologies, Mechanics and Optics University ITMO 1
Thapar University 1
China Agricultural University 1
Microsoft Technology Centers 1
IT University of Copenhagen 1
Jimei University 1
University of Kentucky 1
Yale University 1
EURECOM Ecole d'Ingenieurs & Centre de Recherche en Systemes de Communication 1
IBM China Company Limited 1
University of Peshawar 1
Hebei University of Technology 1
University of Massachusetts Dartmouth 1
New Mexico Institute of Mining and Technology 1
Institute of Information Science Academia Sinica Taiwan 1
Cornell University 1
University of Washington, Seattle 1
Tata Consultancy Services India 1
NYU Tandon School of Engineering 1
British Broadcasting Corporation 1
Karolinska University Hospital 1
Institut Dalle Molle D'intelligence Artificielle Perceptive 1
Guangdong Polytechnic Normal University 1
Nanchang Hangkong University 1
University of Qatar 1
IBM Canada Ltd. 1
Vienna University of Technology 1
Universidad de Granada 1
Chung Hua University 1
Tongji University 2
Jaypee Institute of Information Technology University 2
DoCoMo Communications Laboratories Europe GmbH 2
RMIT University 2
National Institute of Telecommunications, Poland 2
University Michigan Ann Arbor 2
Charles Sturt University, Wagga Wagga 2
Leiden University 2
Universite de Bordeaux 2
University of Regina 2
Stevens Institute of Technology 2
University of Milan - Bicocca 2
University of Adelaide 2
University of Oldenburg 2
Technical University of Berlin 2
University of Durham 2
Florida International University 2
INSA Lyon 2
Hong Kong Baptist University 2
University College Dublin 2
Federal University of Rio Grande do Sul 2
Indraprastha Institute of Information Technology Delhi 2
IBM Almaden Research Center 2
Xi'an Jiaotong University 2
University of Houston 2
Communication University of China 2
Swinburne University of Technology 2
Indian Institute of Technology (Banaras Hindu University) 2
Queensland University of Technology 2
National Cheng Kung University 2
University of Sciences and Technology Houari Boumediene 2
Alpen-Adria-Universität Klagenfurt 2
The University of Georgia 2
University of Nottingham 2
Roehampton University 2
The University of North Carolina at Charlotte 2
National Chung Cheng University 2
University of Antwerp 2
Feng Chia University 2
Utrecht University 2
Tokyo Institute of Technology 2
University of Stellenbosch 2
Institute for Research in IT and Random Systems 2
Texas State University-San Marcos 2
Washington University in St. Louis 2
University of Waterloo 2
Telecom Research Center Vienna 2
Pace University 2
Ohio State University 2
Netherlands Organisation for Applied Scientific Research - TNO 2
Lund University 2
Johannes Kepler University Linz 2
Oldenburger Forschungs- Und Entwicklungsinstitut fur Informatik-Werkzeuge Und -Systeme 2
Japan Advanced Institute of Science and Technology 2
VMware, Inc 2
Nippon Telegraph and Telephone Corporation 2
University of Tehran 2
Polytechnic Institute of Turin 2
Australian National University 2
University of Reading 2
Sharif University of Technology 2
Massachusetts Institute of Technology 2
Masaryk University 2
Indian Institute of Technology, Kharagpur 2
National Chi Nan University 2
Institut National de la Recherche Scientifique 2
Instituto de Telecomunicacoes 2
International Computer Science Institute 2
Kodak Research Laboratories 2
Goldsmiths, University of London 2
Yuan Ze University 2
East China Normal University 3
Umea University 3
Oregon State University 3
Hebrew University of Jerusalem 3
University of Vienna 3
University of Trieste 3
University of North Texas 3
Universidad Carlos III de Madrid 3
University of Salford 3
IBM Thomas J. Watson Research Center 3
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Indian Institute of Technology, Bombay 3
Hasso-Plattner-Institut fur Softwaresystemtechnik GmbH 3
Universidad Autonoma de Madrid 3
Stony Brook University 3
Qatar Computing Research institute 3
Xi'an Institute of Optics and Precision Mechanics Chinese Academy of Sciences 3
Georgia Institute of Technology 3
Hunan University of Science and Technology 3
Warsaw University of Technology 3
University of Macau 3
University of Notre Dame 3
Shandong University 3
The University of Sydney 3
University of Eastern Finland 3
University of Saskatchewan 3
Indian Institute of Technology, Delhi 3
Singapore Management University 3
Mohammed V University in Rabat 3
Queen's University Belfast 3
Institute of Acoustics Chinese Academy of Sciences 3
Research Organization of Information and Systems National Institute of Informatics 3
University of Sao Paulo 3
University of Alabama in Huntsville 3
University of California, Riverside 3
Saint Francis Xavier University 3
Polytechnic Institute of Bari 3
Chongqing University of Posts and Telecommunications 3
Osaka University 3
University of Illinois 4
University of Helsinki 4
University of Connecticut 4
South China University of Technology 4
National Taipei University of Technology 4
University of Ulster 4
Nanjing University 4
Shanghai University 4
Simula Research Laboratory 4
University of Bristol 4
University of Newcastle, Australia 4
National Chiayi University 4
University of Electronic Science and Technology of China 4
China University of Geosciences, Wuhan 4
Jiangsu University 4
Korea University 4
University of Texas at San Antonio 4
The University of British Columbia 4
Sunway University 4
Queen Mary, University of London 4
University of Montreal 4
Indian Institute of Science, Bangalore 4
University of Udine 4
Liaoning Normal University 4
University of California, Los Angeles 4
King Saud University 4
Harbin Institute of Technology 4
University of California, Santa Barbara 4
University of Beira Interior 4
Communaute d'Universites et d'Etablissements Lille Nord de France 4
Telefonica 4
Shanghai Jiaotong University 5
State University of New York at Albany 5
University of Toronto 5
Aristotle University of Thessaloniki 5
Telecom Bretagne 5
University of Brescia 5
University of Padua 5
University of Modena and Reggio Emilia 5
The University of North Carolina at Chapel Hill 5
McGill University 5
University of Wisconsin Madison 5
Texas A and M University 5
Technical University of Madrid 5
University of Queensland 5
University of Cagliari 5
University of Milan 5
University of Exeter 5
New Jersey Institute of Technology 5
Pontificia Universidad Catolica de Chile 5
Xiamen University 5
Inha University, Incheon 6
National Chiao Tung University Taiwan 6
Pennsylvania State University 6
Tianjin University 6
Fudan University 6
Indian Institute of Technology, Guwahati 6
University of California, Irvine 6
State University of Londrina 6
Institute of Computing Technology Chinese Academy of Sciences 6
University of Colorado at Boulder 6
Microsoft Corporation 6
Binghamton University State University of New York 6
University of Luxembourg 6
Brigham Young University 6
Northeastern University 6
University College London 6
Northwestern Polytechnical University China 6
Technical University of Dresden 6
Worcester Polytechnic Institute 6
National Tsing Hua University 6
University of California, San Diego 6
Purdue University 6
University of Alberta 6
Dublin City University 7
George Mason University 7
Shenyang Institute of Automation Chinese Academy of Sciences 7
University of Winnipeg 7
Nanjing University of Post and TeleCommunications 7
Athlone Institute of Technology 7
University of Technology Sydney 7
University of Florida 7
Nanjing University of Science and Technology 7
Microsoft Research 8
University of Calgary 8
Chinese University of Hong Kong 8
University of Amsterdam 8
Peking University 8
University of California, Davis 8
Huaqiao University 8
University of Wurzburg 8
University of Turin 9
Center for Mathematics and Computer Science - Amsterdam 9
The University of Hong Kong 9
HP Labs 9
Wayne State University 9
University of Cambridge 9
Maynooth University 9
Xidian University 9
Heriot-Watt University, Edinburgh 9
University at Buffalo, State University of New York 9
New York University Abu Dhabi 10
Universite de Toulouse 10
Yahoo Research Labs 10
Dalian University of Technology 10
Beijing University of Posts and Telecommunications 10
FX Palo Alto Laboratory 10
Korea Advanced Institute of Science & Technology 10
Federal University of Minas Gerais 10
University of Mannheim 10
Swiss Federal Institute of Technology, Lausanne 11
Ghent University 11
Portland State University 11
Technical University of Munich 12
University of Southern California 12
University of Trento 12
Aalto University 13
University of Texas at Dallas 13
Brunel University London 13
Curtin University of Technology, Perth 13
Motorola 13
Shenzhen University 13
Carnegie Mellon University 14
Beihang University 14
University of Florence 15
Delft University of Technology 15
Technical University of Darmstadt 16
Hefei University of Technology 17
University of Central Florida 17
Academia Sinica Taiwan 17
University of Massachusetts Amherst 17
University of California, Berkeley 17
City University of Hong Kong 18
Institute of Automation Chinese Academy of Sciences 18
Zhejiang University 18
Nanyang Technological University 19
National Taiwan University 19
Institute for Infocomm Research, A-Star, Singapore 19
Columbia University 20
Huazhong University of Science and Technology 21
Sun Yat-Sen University 23
Tsinghua University 23
University of Science and Technology of China 24
University of Illinois at Urbana-Champaign 26
University of Oslo 27
Arizona State University 28
Hong Kong University of Science and Technology 28
Microsoft Research Asia 32
Simon Fraser University 34
University of Ottawa, Canada 39
Chinese Academy of Sciences 42
National University of Singapore 132

ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM)

Volume 14 Issue 3s, June 2018  Issue-in-Progress
Volume 14 Issue 2s, May 2018
Volume 14 Issue 2, May 2018
Volume 14 Issue 1s, April 2018 Special Section on Representation, Analysis and Recognition of 3D Humans and Special Section on Multimedia Computing and Applications of Socio-Affective Behaviors in the Wild
Volume 14 Issue 1, January 2018

Volume 13 Issue 4, October 2017
Volume 13 Issue 3s, August 2017 Special Section on Deep Learning for Mobile Multimedia and Special Section on Best Papers from ACM MMSys/NOSSDAV 2016
Volume 13 Issue 3, August 2017
Volume 13 Issue 2, May 2017
Volume 13 Issue 1, January 2017

Volume 12 Issue 5s, December 2016 Special Section on Multimedia Big Data: Networking and Special Section on Best Papers From ACM MMSYS/NOSSDAV 2015
Volume 12 Issue 4s, November 2016 Special Section on Trust Management for Multimedia Big Data and Special Section on Best Papers of ACM Multimedia 2015
Volume 12 Issue 4, August 2016
Volume 12 Issue 3, June 2016
Volume 12 Issue 2, March 2016

Volume 12 Issue 1s, October 2015 Special Issue on Smartphone-Based Interactive Technologies, Systems, and Applications and Special Issue on Extended Best Papers from ACM Multimedia 2014
Volume 12 Issue 1, August 2015
Volume 11 Issue 4, April 2015
Volume 11 Issue 2s, February 2015 Special Issue on MMSYS 2014
Volume 11 Issue 3, January 2015
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