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Latest Articles

Introduction to Special Issue on Multimedia Big Data

Toward Delay-Efficient Game-Aware Data Centers for Cloud Gaming

Gaming on demand is an emerging service that has recently started to garner prominence in the gaming industry. Cloud-based video games provide... (more)

Video Management and Resource Allocation for a Large-Scale VoD Cloud

We consider providing large-scale Netflix-like video-on-demand (VoD) service on a cloud platform, where cloud proxy servers are placed close to user... (more)

Device-to-Device Communication for Mobile Multimedia in Emerging 5G Networks

Device-to-device (D2D) communication, which utilizes mobile devices located within close proximity for direct connection and data exchange, holds... (more)

Performance Modelling and Analysis of Software-Defined Networking under Bursty Multimedia Traffic

Software-Defined Networking (SDN) is an emerging architecture for the next-generation Internet,... (more)

NEWS

[September 2016]

 

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

- "Delay-Sensitive Video Computing in the Cloud". Cfp Submission deadline Nov. 30, 2016

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

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


News archive
Forthcoming Articles
A Deployment Optimization Scheme over Multimedia Big Data for LargeScale Media Streaming Application

With the prosperity of media streaming application over the Internet in the past decades, multimedia data sharply increase (categorized as multimedia big data) which exerts more pressure on the infrastructure such as networking of application provider. In order to move this hurdle, it is a recent trend that an increasing number of traditional media streaming applications are migrated from private server cluster onto cloud. With the elastic resource provisioning and centralized management of cloud, the operational costs of media streaming application provider can decrease dramatically. However, to the best of our knowledge, existing migration solutions do not fully take viewer information such as hardware condition into consideration. In this paper, we consider the deployment optimization problem named ODP by leveraging local memories at each viewer. Considering the NP-hardness of calculating the optimal solution, we turn to propose computationally tractable algorithms. Specifically, we unfold the original problem to be two interactive subproblems, i.e., coarse-grained migration subproblem and fine-grained scheduling subproblem. Then, the corresponding offline approximation algorithms with performance guarantee and computational efficiency are given. The results of extensive evaluation show that compared with the baseline algorithm without leveraging local memories at viewers, our proposed algorithms and their online versions can decrease total bandwidth reservation and enhance the utilization of bandwidth reservation dramatically.

A Tensor-based Framework for Software-defined Cloud Data Center

Multimedia has been exponentially increasing as the biggest big data, which consist of video clips, images and audio files. Processing and analyzing them on cloud data center have become a preferred solution which can utilize the large pool of cloud resources to address the problems caused by the tremendous amount of unstructured multimedia data. However, there exists many challenges in the approaches to process multimedia big data on cloud data center such as multimedia data representation, efficient networking model as well as estimation of traffic patterns. The primary purpose of this paper is to develop a novel tensor-based software-defined networking model on cloud data center for multimedia big data computation and communication. Firstly, we provide an overview of the proposed framework and briefly illustrate the functions of the representative modules. Then three models, namely, forwarding tensor, controlling tensor and transition tensor are proposed for management of networking devices and prediction of network traffics. Finally, two algorithms about single-mode and multi-mode tensor eigen-decomposition are developed, and the incremental method is employed for efficiently updating the generated eigen-vector and eigen-tensor. Experimental results reveals that the proposed framework is feasible and efficient to handle the multimedia big data on cloud data center.

Approximate Asymmetric Search for Binary Embedding Codes

In this paper, we propose a method of approximate asymmetric nearest neighbor search for binary embedding codes. Asymmetric distances take advantage of less information loss at the query side. However, calculating asymmetric distances with the linear scan approach is prohibitive in a large-scale dataset. We present a novel method called multi-index voting, which integrates the multi-index hashing technique with a voting mechanism, to select appropriate candidates and calculate their asymmetric distances. We show that the candidate selection scheme can be formulated as the tail of the binomial distribution function. In addition, a binary feature selection method based on minimal quantization error is proposed to improve the search accuracy. Substantial experimental evaluations are given to demonstrate that the proposed method can yield an approximate accuracy to the exhaustive search method while accelerating the run time significantly. For example, one result shows that in a dataset of one billion 256-bit binary codes, examining only 0.5% of the dataset can reach 95~99% close accuracy to the exhaustive search method and accelerate over 73~128 times. It also demonstrates an excellent tradeoff between the search accuracy and time efficiency compared to the state-of-the-art nearest neighbor search methods. Moreover, the proposed feature selection method shows its effectiveness and improves the accuracy up to 8.35% compared with the baseline method.

Fixation Prediction through Multimodal Analysis

In this paper, we propose to predict human eye fixation through incorporating both audio and visual cues. Traditional visual attention models generally make the utmost of stimulis visual features, yet bypassing all audio information. But in the real world, we human beings not only direct our gaze according to visual saliency but also are attracted by salient audio cues. Psychological experiments show that audio has influence on visual attention, and subjects tend to be attracted by the sound sources. Therefore, we propose to fuse both audio and visual information to predict eye fixation. In our proposed framework, we first localize the moving-sounding objects through multimodal analysis and generate an audio attention map. Then we calculate the spatial and temporal attention maps using the visual modality. Finally, the audio, spatial and temporal attention maps are fused to generate the final audio-visual saliency map. The proposed method is applicable to scenes containing moving-sounding objects. We gather a set of video sequences and collect eye-tracking data under an audio-visual test condition. Experiment results show that we can achieve better eye fixation prediction performance when taking both audio and visual cues into consideration, especially in some typical scenes where the object motion and the audio are highly correlated.

Generalized Deep Transfer Networks for Knowledge Propagation in Heterogeneous Domains

In recent years, deep networks have been successfully applied to model image concepts and achieved competitive performance on many tasks. In spite of impressive performance, the conventional deep networks can be subjected to the decayed performance if there are insufficient training data. This problem becomes extremely severe for deep networks with powerful representation structures, making them prone to over fitting by capturing nonessential or noisy information in a small data set. Towards this end, we propose a novel generalized deep transfer networks framework, capable of transferring labeling information across heterogeneous domains, such as from text domain to image domain. The proposed framework enables to adequately mitigate the problem of insufficient image training data by bringing in rich labels from the text domain. Specially, to share the labels between two domains, we will build weakly shared layers of features, i.e., parameter- and presentation-shared layers. It allows to represent both shared inter-domain features and domain-specific features, making this structure more flexible and powerful in capturing complex data of different domains jointly than the strongly shared layers. Experimental results on real world dataset show the competitive performance of the proposed method compared with some state-of-the-art methods.

Delivering Deep Learning At Scale and At Ease

Recently, deep learning techniques have enjoyed success in various multimedia applications, such as image classification and multi-modal data analysis. Large deep learning models are developed for learning rich representations of complex data. There are two challenges to overcome before deep learning can be widely adopted in multimedia and other applications. One is usability, namely the implementation of different models and training algorithms must be done by non-experts without much effort especially when the model is large and complex. The other is scalability, that is the deep learning system must be able to provision for a huge demand of computing resources for training large models with massive datasets. To address these two challenges, in this paper, we design a distributed deep learning platform called SINGA which has an intuitive programming model based on the common layer abstraction of deep learning models. Good scalability is achieved through flexible distributed training architecture and specific optimization techniques. SINGA runs on GPUs as well as on CPUs, and we show that it outperforms many other state-of-the-art deep learning systems. Our experience with developing and training deep learning models for real-life multimedia applications in SINGA shows that the platform is both usable and scalable.

A Content-aware Video Adaptation Service to Support Mobile Video

The rising demand for mobile video is an increasing challenge for cellular networks. Even though they can be ubiquitously accessed by mobile devices the achieved throughputs are rather limited and highly varying. Nowadays, a solution which is deployed to cope with varying network conditions are adaptive video streaming systems. Adaptive video streaming approaches choose the appropriate video quality representations according to the available network resources and can dynamically adjust the quality during the streaming session. Even if the necessary throughput is available, mobile users are interested in limiting the generated data traffic as most cellular network contracts have data caps. Usually, if the cap is reached, the bandwidth is throttled to a speed which does not allow video streaming or requires additional payments. Existing systems react to varying network conditions but often neglect content-specific adaptation needs. Content inspection can help to save bandwidth when an increased video quality representation would not increase the perceived quality. In this work, we present a support service for a content-aware video adaptation on mobile devices. Based on the video content the adaptation process is improved for both the available network resources and the perception of the user. By leveraging the content properties of a video stream, the system is able to keep a stable video quality and at the same time reduce the generated data traffic. The system is evaluated with different adaptation schemes and shows that content specific adaptation can both increase the perceived quality as well as reduce the data traffic. Additionally, we integrate the VAS system into the current Dynamic Adaptive Streaming over HTTP (DASH) standard and show how such a system can be deployed.

QoE-Based Low-Delay Live Streaming Using Throughput Predictions

Recently, HTTP-based adaptive streaming has become the de facto standard for video streaming over the Internet. It allows clients to dynamically adapt media characteristics to varying network conditions in order to ensure a high quality of experience, that is, minimize playback interruptions, while maximizing video quality at a reasonable level of quality changes. In the case of live streaming, this task becomes particularly challenging due to the latency constraints. The challenge further increases if a client uses a wireless access network, where the throughput is subject to considerable fluctuations. Consequently, live streams often exhibit latencies of up to 20 to 30 seconds. In the present work, we introduce an adaptation algorithm for HTTP-based live streaming called LOLYPOP (Low-Latency Prediction-Based Adaptation) that is designed to operate with a transport latency of few seconds. To reach this goal, LOLYPOP leverages TCP throughput predictions on multiple time scales, from 1 to 10 seconds, along with an estimate of the relative prediction error distribution. In addition to satisfying the latency constraint, the algorithm heuristically maximizes the quality of experience by maximizing the average video quality as a function of the number of skipped segments and quality transitions. In order to select an efficient prediction method, we studied the performance of several time series prediction methods in IEEE 802.11 wireless access networks. We evaluated LOLYPOP under a large set of experimental conditions, limiting the transport latency to 3 seconds, against a state-of-the-art adaptation algorithm from the literature, called FESTIVE. We observed that the average video quality is by up to a factor of 3 higher than with FESTIVE. We also observed that LOLYPOP is able to reach a broader region in the quality of experience space, and thus it is better adjustable to the user profile or service provider requirements.

Introduction to Special Issue MMSys/NOSSDAV 2015

Content-Adaptive Display Power Saving for Internet Video Applications on Mobile Devices

Backlight scaling is a technique proposed to reduce the display panel power consumption by strategically dimming the backlight. However, for mobile video applications, a computationally intensive luminance compensation step must be performed in combination with backlight scaling to maintain the perceived appearance of video frames. This step, if done by the CPU, could easily offset the power savings via backlight dimming. Furthermore, computing the backlight scaling values requires per-frame luminance information, which is typically too energy intensive to compute on mobile devices. In this paper, we propose Content-Adaptive Display (CAD) for two typical Internet mobile video applications: video streaming and real-time video communication. CAD uses the mobile device's GPU rather than the CPU to perform luminance compensation at reduced power consumption. For video streaming where video frames are available in advance, we compute the backlight scaling schedule using a more efficient dynamic programming algorithm than existing work. For real-time video communication where video frames are generated on-the-fly, we propose a greedy algorithm to determine the backlight scaling at runtime. We implement CAD in one video streaming app and one real-time video call app on the Android platform and use a Monsoon power meter to measure the real power consumption. Experiment results show that CAD can effectively produce power savings.

Congestion-aware MAC Layer Adaptation to Improve Video Telephony over Wi-Fi

In wireless networks such as those based on IEEE 802.11, packet losses due to fading and interference are often misinterpreted as indications of congestion by the congestion control protocol at the higher layers, causing unnecessary decrease in the data sending rate. For delay-constrained applications such as video telephony, packet losses may result in excessive artifacts or freeze in the decoded video. We propose a simple and yet effective mechanism to detect and reduce channel-caused packet losses by adjusting the retry limit parameter of the IEEE 802.11 protocol while taking into account the delay requirement of the traffic. Since the retry limit is left configurable in the IEEE 802.11 standard, and does not require cross-layer coordination, our scheme can be easily implemented and incrementally deployed. Experimental results of applying the proposed scheme to a WebRTC-based real-time video communication prototype show significant performance gain compared to the case where the retry limit is configured statically.

An Efficient Framework for Compressed Domain Watermarking in P-frames of HEVC- Encoded Video

High Efficiency Video Coding (HEVC/H.265) is the latest and most efficient video compression standard, a successor to H.264/AVC (Advanced Video Coding) that delivers the perceptual quality equivalent to H.264/AVC with up to 50% bitrate savings. Video watermarking in compressed domain has gained much attention in recent years as a promising solution to copyright protection since fully decode and re-encode of the video stream is not required for both embedding and extraction of watermark bits. We propose a robust watermarking framework with a blind extraction process for HEVC encoded video. A readable watermark sequence is embedded invisibly in P-frame for better perceptual quality. Our watermarking framework imposes security and robustness by selecting appropriate blocks using a pseudo-random key and the spatio-temporal characteristics of the compressed video. We analyze the strengths of different compressed domain features for implementing our watermarking framework. We demonstrate the utility of the proposed work with experimental results. The results show that the proposed work effectively restricts the increase in video bit rate and degradation in perceptual quality. The proposed framework is robust against different image and video processing attacks.

Digital Lollipop: Studying Electrical Stimulation on the Human Tongue to Simulate Taste sensations

Among the five primary senses, the sense of taste is the least explored as a form of digital media applied in Human-Computer Interface. This paper presents an experimental instrument, the Digital Taste Lollipop, to simulate the sensation of taste (gustation) digitally on humans. It utilizes electrical stimulation on the human tongue to simulate different taste sensations. The system is capable of manipulating the properties of electric currents (magnitude, frequency, and polarity) to formulate different stimuli. To evaluate the effectiveness of this method, the system was experimentally tested in two studies. The first experiment was conducted using separate regions of the human tongue to record occurrences of basic taste sensations and their intensity levels. The results indicate occurrences of sour, salty, bitter, and sweet sensations from different regions of the tongue. One of the major discoveries of this experiment was that the sweet taste emerges via an inverse-current mechanism, which deserves further research in the future. The second study was conducted to compare the natural sour taste with artificial (virtual) sour sensation and examine the possibility of effectively controlling the artificial sour taste at three intensity levels (mild, medium, and strong). The proposed method is attractive since it does not require any chemical solutions and facilitates various research opportunities in several directions including human-computer interaction, virtual reality, food and beverage, as well as medicine.

Bibliometrics

Publication Years 2005-2016
Publication Count 473
Citation Count 2533
Available for Download 472
Downloads (6 weeks) 3255
Downloads (12 Months) 26138
Downloads (cumulative) 218041
Average downloads per article 462
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)
Susanne Boll ACM Senior Member (2012)
Surendar Chandra ACM Senior Member (2009)
Kuan-Ta Chen ACM Senior Member (2015)
Matthew L Cooper ACM Senior Member (2010)
Claudio A. Feijoo ACM Senior Member (2009)
Shahram Ghandeharizadeh ACM Software System Award (2008)
Andreas Girgensohn ACM Distinguished Member (2008)
Tracy Anne Hammond ACM Senior Member (2015)
H Lynda Hardman ACM Distinguished Member (2014)
ACM Senior Member (2013)
Xian-Sheng Hua ACM Distinguished Member (2015)
ACM Senior Member (2009)
Tao Mei ACM Senior Member (2012)
Filippo Menczer ACM Distinguished Member (2013)
Saraju P. Mohanty ACM Senior Member (2010)
Nuria Oliver ACM Distinguished Member (2015)
ACM Senior Member (2013)
Ming Ouhyoung ACM Senior Member (2007)
Sethuraman Panchanathan ACM Senior Member (2009)
Joel Jose Rodrigues ACM Senior Member (2011)
Yong Rui ACM Distinguished Member (2009)
ACM Senior Member (2006)
Prashant J Shenoy ACM Distinguished Member (2009)
ACM Senior Member (2006)
Frank Shipman ACM Distinguished Member (2009)
Matthew A Turk ACM Senior Member (2007)
Lei Zhang ACM Senior Member (2011)
Michelle Zhou ACM Distinguished Member (2009)
ACM Senior Member (2007)
Michelle Zhou ACM Distinguished Member (2009)
ACM Senior Member (2007)

First Name Last Name Paper Counts
Changsheng Xu 15
Shuicheng Yan 14
Tatseng Chua 13
Mohamed Hefeeda 13
Mohan Kankanhalli 10
Weitsang Ooi 10
Klara Nahrstedt 10
Tao Mei 7
Chenghsin Hsu 7
Gheorghita Ghinea 7
Roger Zimmermann 7
Pradeep Atrey 6
Ralf Steinmetz 6
Yong Rui 6
Svetha Venkatesh 5
Abdulmotaleb El Saddik 5
Mohammad Hossain 5
Abdulmotaleb El Saddik 5
Balakrishnan Prabhakaran 5
Hari Sundaram 5
Jitao Sang 5
Qi Tian 5
Carsten Griwodz 5
Pål Halvorsen 5
Namunu Maddage 4
Dick Bulterman 4
Xiansheng Hua 4
Zongpeng Li 4
Shipeng Li 4
Pablo César 4
Meng Wang 4
Shihfu Chang 4
Ramesh Jain 4
Oluwakemi Ademoye 4
Gabriel Muntean 4
Changwen Chen 4
Shervin Shirmohammadi 3
Prashant Shenoy 3
Marcel Worring 3
Jiangchuan Liu 3
Géraldine Morin 3
Romulus Grigoraş 3
Séamus McLoone 3
Tomás Ward 3
Zhengjun Zha 3
Richang Hong 3
Alberto Del Bimbo 3
Shueng Chan 3
Jinhui Tang 3
Rongrong Ji 3
Weiqi Yan 3
Alan Hanjalic 3
Wolfgang Effelsberg 3
Ruzena Bajcsy 3
Wenwu Zhu 3
Si Liu 3
Alexandru Iosup 3
Chuan Wu 3
Baochun Li 3
Kien Hua 3
Niall Murray 3
Luming Zhang 3
Ketan Mayer-Patel 3
Gregorij Kurillo 3
Ahsan Arefin 2
Susanne Boll 2
Geoff West 2
Don Towsley 2
Indranil Gupta 2
Bing Wang 2
Nabil Sarhan 2
Ramesh Jain 2
Aisling Kelliher 2
Lawrence Rowe 2
Linjun Yang 2
Xue Li 2
Michael Pearce 2
Venugopal Vasudevan 2
Mohan Kankanhalli 2
Bin Cheng 2
Yiliang Zhao 2
Hanqing Lu 2
Daniel Gatica-Perez 2
Yeongju Lee 2
Ming Li 2
Haizhou Li 2
Kasim Candan 2
Xiaoshan Yang 2
Xiaobai Liu 2
Xin Zhang 2
Yifang Yin 2
Jiebo Luo 2
Simon Moncrieff 2
Xi Shao 2
Zhenwei Zhao 2
Derek Eager 2
Shuqiao Zhao 2
Rui Yang 2
Jiwu Huang 2
Meng Wang 2
Peiyu Lin 2
Chongwah Ngo 2
Christian Timmerer 2
Yuansong Qiao 2
Wolfgang Kellerer 2
Jie Yang 2
Jesse Jin 2
Bo Shen 2
Songqing Chen 2
Ajay Gopinathan 2
Tianzhu Zhang 2
Jamesze Wang 2
Surendar Chandra 2
Keqiu Li 2
Gang Hua 2
Azzedine Boukerche 2
Michael Needham 2
David Shamma 2
Deng Cai 2
Shervin Shirmohammadi 2
Andreas Girgensohn 2
Lynn Wilcox 2
Mark Claypool 2
Wei Cheng 2
Jia Li 2
Zhi Wang 2
Wuchi Feng 2
Rynson Lau 2
Kiana Calagari 2
Sabu Emmanuel 2
Jiwu Huang 2
Siqi Shen 2
Jiunlong Huang 2
Min Xu 2
Stephen Gulliver 2
Hai Jin 2
Sebastien Mondet 2
Ming Yan 2
Peng Cui 2
Lawrence Rowe 2
Eckehard Steinbach 2
Munchoon Chan 2
Yuru Lin 2
Xiaofei He 2
Stephan Kopf 2
Nicu Sebe 2
Wanmin Wu 2
Gerald Friedland 2
Steven Hoi 2
Houqiang Li 2
Rahul Potharaju 2
Liang Zhou 2
Hongjiang Zhang 2
Min Song 2
Jongeun Cha 2
Michael Gleicher 2
Brett Adams 2
Robert Kinicki 2
Hendrik Knoche 2
Zhenyu Yang 2
Xiangyu Wang 2
Xu Cheng 2
Shiqiang Yang 2
Ragnar Langseth 2
Vamsidhar Gaddam 2
Xi Zhou 2
Meiyii Lim 1
Seshadri Venkatagiri 1
Ross Maciejewski 1
Mingjie Jiao 1
Sergio Canazza 1
Wenyan Hu 1
Min Liang 1
Sasu Tarkoma 1
Wanlei Zhao 1
S Chan 1
Marek Meyer 1
Mingfang Weng 1
Robert Pless 1
Chenghsin Hsu 1
Mark Hendrikx 1
Yantao Zheng 1
W Culbertson 1
Lifeng Sun 1
Matthew Turk 1
Richard Szeliski 1
Zixia Huang 1
Xianglong Liu 1
Yadong Mu 1
Bo Lang 1
Haakon Riiser 1
Paul Patras 1
Yizhou Yu 1
Xiangyang Wang 1
Minghsuan Yang 1
Liqiang Nie 1
Xinmei Tian 1
Zhong Zhou 1
Liquan Shen 1
Haitao Li 1
Qinghua Huang 1
Song Tan 1
Tianzhu Zhang 1
Stefanos Antaris 1
Bogdan Carbunar 1
Carlos Martin 1
Shafiq Réhman 1
Murat Russell 1
Sen Wang 1
Pedro Inácio 1
Daniel Ellis 1
Dong Xu 1
Caiming Zhang 1
Qiang Chen 1
Weishinn Ku 1
Shujie Liu 1
Roy Campbell 1
Brian Lee 1
Junshi Huang 1
Anoop Rajagopal 1
Qiufang Fu 1
Xueqi Cheng 1
Weisong Shi 1
Wolfgang Klas 1
Nishanth Sastry 1
Jeroen Famaey 1
Hiranmay Ghosh 1
Michael Houle 1
Jichao Sun 1
Q Wu 1
Wen Gao 1
Dirk Staehle 1
Sukkyu Lee 1
Jihoon Ryoo 1
Jiali Li 1
Xiangnan Kong 1
Haiqiang Zuo 1
Philipp Sandhaus 1
Joan Biel 1
Xiaotong Yuan 1
Jiebo Luo 1
Giancarlo Calvagno 1
Loyao Yeh 1
Kevin Curran 1
Dorothy Rachovides 1
John Rae 1
Busung Lee 1
Sakirearslan Ay 1
Senching Cheung 1
Keith Ross 1
Pascal Frossard 1
Philipp Schaber 1
Christoph Wesch 1
Yanjiang Yang 1
Yipeng Zhou 1
Petri Vuorimaa 1
Renan Cattelan 1
Noel Massey 1
Yi Yang 1
Julio Valdés 1
Pablo Nunnez 1
Shahin Shayandeh 1
Shelley Buchinger 1
Bharat Bhargava 1
Minoru Nakayama 1
João Cangussu 1
Marcus Nyström 1
Chihyi Chiu 1
Tony Sun 1
Xiangjun Li 1
Shuvendu Rana 1
Shenghua Zhong 1
Charith Perera 1
David Scruton 1
Alan Blackwell 1
Hayley Hung 1
Girija Chetty 1
Huaxin Xu 1
Edel Jennings 1
Shivakant Mishra 1
Emily Provost 1
Fangxiang Feng 1
Ibrar Ahmad 1
Jidi Zhao 1
Peter Fröhlich 1
Chongwah Ngo 1
Davide Cavagnino 1
Victor Pomponiu 1
Samia Bouyakoub 1
Xuwen Yu 1
Hong Shen 1
Dan Olsen 1
Dong Liu 1
Yijuan Lu 1
Yichuan Wang 1
Tingan Lin 1
Yiqun Li 1
Dan Gelb 1
Wuchang Feng 1
Ed Kaiser 1
Evangelos Georganas 1
James She 1
Yisheng Xu 1
Ankita Lathey 1
Dacheng Tao 1
Qianqian Hu 1
Xiaofei He 1
Hareesh Ravi 1
Arige Subramanyam 1
Jiangchuan Liu 1
Ming Ouhyoung 1
Prabhu Natarajan 1
Jyh Jang 1
Dilip Krishnappa 1
Bohao Chen 1
Bingkun Bao 1
Hui Xu 1
Zhenhui Yuan 1
Mao Ye 1
Shengzhong Feng 1
Feng Qiu 1
Jiebo Luo 1
Chinchen Chang 1
Thanh Dang 1
Hui Tang 1
Axel Carlier 1
Øystein Landsverk 1
Tao Mei 1
Daviddagan Feng 1
Ramakrishnan Kalpathi 1
Xiaolan Fu 1
Dongyu Liu 1
Jianming Lv 1
Jinhui Tang 1
Lynda Hardman 1
Alfio Ferrara 1
Steven Latré 1
Maxim Claeys 1
Qiang Chen 1
Xiangyu Chen 1
Anupama Mallik 1
Santanu Chaudhury 1
Luntian Mou 1
Jyh Jang 1
Seungho Yoo 1
Hwangnam Kim 1
Homer Chen 1
Bineng Zhong 1
Razvan Pascanu 1
Bin Xu 1
Rossano Schifanella 1
Filippo Menczer 1
Chun Chen 1
Jun Wang 1
Dimitris Agrafiotis 1
Anthony Steed 1
David Roberts 1
Yoshua Bengio 1
Stephen Turner 1
Chika Oshima 1
Yi Chen 1
Sushil Jajodia 1
Rui Li 1
Maike Erdmann 1
Yeehong Yang 1
Laura Toni 1
Mohsen Langroodi 1
Zhenhuan Gao 1
Tiago Rodrigues 1
Takahiro Hara 1
Maria Pimentel 1
Nina Hall 1
Joe Tullio 1
Frank Bentley 1
Ebroul Izquierdo 1
John Lui 1
Dinh Phung 1
Shahram Ghandeharizadeh 1
Renato Verdugo 1
Chongwah Ngo 1
David Geerts 1
Martina Sasse 1
Pochiang Lin 1
Rainer Groh 1
Sebastian Pannasch 1
Oleg Komogortsev 1
Yijing Jiang 1
Yaujim Yip 1
Arijit Sur 1
Yan Liu 1
Bruno Silva 1
Yohan Jin 1
Guangjie Han 1
Abu Rahman 1
Diana Bental 1
Ioannis Mimtsoudis 1
Mike Gartrell 1
Wei Chen 1
Chunghua Chu 1
Yelin Kim 1
Zheng Yan 1
Johnny Shen 1
Zhipeng Chen 1
Rossano Gaeta 1
Christoph Rensing 1
Abdelkader Belkhir 1
Ying Yang 1
Grenville Armitage 1
Wengang Zhou 1
Ramesh Jain 1
Donald Tanguay 1
Wenjun(Kevin) Zeng 1
Liangliang Cao 1
Michael Goss 1
Sanguok Kum 1
Edward Chang 1
Shihchuan Chiu 1
Ingrid Visentini 1
Viswanathan Swaminathan 1
Noah Snavely 1
Brian Whitman 1
Yunhua Deng 1
Xinglei Zhu 1
Tore Endestad 1
Paul Vigmostad 1
Dongni Ren 1
Panpan Niu 1
Shuqiang Jiang 1
Ping An 1
Zhiyu Wang 1
Yugang Jiang 1
Yintzu Lin 1
I Liu 1
Ashkan Yazdani 1
Claudio Feijóo 1
Xin Zhao 1
Chaoyi Pang 1
Quan Sheng 1
Zengfu Wang 1
Alexander Loui 1
Nuria Oliver 1
Fuhao Zou 1
Pavel Korshunov 1
Andrew Sung 1
Mengyu Qiao 1
Danny Kilis 1
Xiangyu Chen 1
Yun Ye 1
Jinxia Liu 1
Kazi Alam 1
Mahmoud Hashemi 1
Marius Tennøe 1
Euiseok Kim 1
Richard Pazzi 1
Zhiyong Wang 1
Shaohui Mei 1
Mingyi He 1
Tieying Zhang 1
Ye Wang 1
Ork Rooij 1
Yuru Lin 1
Wenyu Qu 1
Heng Qi 1
Laura Teodosio 1
Augusto Celentano 1
Haiwei Dong 1
Vasileios Papapanagiotou 1
Wengang Zhou 1
Gaurav Harit 1
Zechao Li 1
Tiejun Huang 1
Gianluigi Ciocca 1
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Hui Wang 1
Yihsuan Yang 1
Lexing Xie 1
Douglas Eck 1
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Can Wang 1
Paul McKevitt 1
Jason Moore 1
Taku Komura 1
Rajat Chakraborty 1
Andrew Duchowski 1
Arzu Çöltekin 1
Carlo Colombo 1
Ziad Sakr 1
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Kazushi Nishimoto 1
Norihiro Hagita 1
Dian Tjondronegoro 1
Thinh Nguyen 1
Bir Bhanu 1
Kotaro Nakayama 1
Danielle Sauer 1
Sina Wetzel 1
Mohamad Eid 1
Dahming Chiu 1
Marc Davis 1
Marian Ursu 1
Doug Williams 1
Inger Lindstedt 1
Vilmos Zsombori 1
Bin Cheng 1
Rachel Heck 1
Batu Truong 1
Qianni Zhang 1
Fawaz Alsulaiman 1
Chidansh Bhatt 1
Juan Silva 1
Jianping Fan 1
Frank Shipman 1
Wenbo He 1
Pablo Corro 1
Hungkhoon Tan 1
Guojun Qi 1
Anirban Mahanti 1
Brian Bailey 1
Kang Li 1
Musab Al-Hadrusi 1
Mohammad Alsmirat 1
Chiapin Wang 1
Seungho Lim 1
Kyuho Park 1
Jørgen Michaelsen 1
Jianzhong Sun 1
Liping Zhang 1
Ole Granmo 1
Frank Eliassen 1
Dick Epema 1
Andreas Lund 1
Chabane Djeraba 1
Damien Marshall 1
Nick Taylor 1
Xiaojie Wang 1
Sixuan Ma 1
Xiping Hu 1
Junqi Deng 1
Florence Adegeye 1
Stefan Suette 1
Da Luo 1
Bernard Mérialdo 1
Michael Lyu 1
Ramazan Ayguun 1
Sebastiaan Meijer 1
Nina Bhatti 1
Lusong Li 1
Ioannis Kompatsiaris 1
Mikael Baillif 1
Shihfu Chang 1
Rodrigo Laiola Guimarães 1
Penporn Koanantakool 1
Jiangchuan Liu 1
Ekaterina Gonina 1
Flora Li 1
Víctor Valdés 1
Yongtao Hu 1
Jan Kautz 1
Mohammad Pakravan 1
Ailong Wang 1
Ying Zhang 1
Laura Natali 1
John Boreczky 1
Kuanwen Chen 1
Stefan Wilk 1
Khaled Diab 1
Wojciech Matusik 1
Chehua Yeh 1
Jun Ye 1
Guoping Qiu 1
Yong Rui 1
Ragnhild Eg 1
Luoqi Liu 1
Shengyang Chen 1
Francisco Luque 1
Iris Galloso 1
Tongyu Zhan 1
João Gomes 1
Wei Liu 1
Rodrigo De Oliveira 1
Ramesh Jain 1
Khechai Sim 1
Yan Huang 1
Jungsan Lee 1
Qingzhong Liu 1
Reinier Van Leuken 1
Laura Sesma-Sanchez 1
Sonia Porta 1
Bogdan Carbunar 1
Bingbing Ni 1
Song Ci 1
Shu Shi 1
Wanmin Wu 1
Dag Johansen 1
Sigurd Ljodal 1
Hwaijung Hsu 1
Hairong Liu 1
Bo Fu 1
Yihan Pu 1
Dick Epema 1
Sina Jafarpour 1
Roelof Van Zwol 1
Michael Mandel 1
Mengdi Xu 1
Mubarak Shah 1
Jacky Chan 1
Jonathan Doherty 1
Peter Phillips 1
Gary Wolverton 1
Stephen Davies 1
David Bull 1
David Ott 1
Yoonjoon Lee 1
Jirong Wen 1
Lingyu Duan 1
Rich Edgecomb 1
Shiping Chen 1
Anlei Dong 1
Shengfeng Qin 1
Lexing Xie 1
David Hsu 1
Zheng Lu 1
Mary Buchanan 1
Walter Bender 1
Brian Smith 1
Narasimha Reddy 1
Laura Bratton 1
Stefano Montanelli 1
Goffredo Haus 1
Yehia Elkhatib 1
Ioannis Arapakis 1
Yadong Mu 1
Meng Wang 1
Shin'ichi Satoh 1
Gaurav Bhatnagar 1
Zibin Wang 1
Simone Bianco 1
Weiming Hu 1
Zhongfei Zhang 1
Mohamad Rabbath 1
Lijun Yin 1
Howard Leung 1
Ruchira Naskar 1
Xiansheng Hua 1
Nishan Canagarajah 1
Norman Murray 1
Nicolas Georganas 1
Junhu Wei 1
Wentong Cai 1
Liangtien Chia 1
Byunghee Jung 1
Junehwa Song 1
Virgílio Almeida 1
Jussara Almeida 1
Ramon Aparicio-Pardo 1
Robert Deng 1
Liang Chen 1
Dror Feitelson 1
Kartik Gopalan 1
Maureen Thomas 1
Crysta Metcalf 1
Elaine Huang 1
Yong Rui 1
Hangzai Luo 1
Waipun Yiu 1
Kuowei Wu 1
Joseph Peters 1
Yoav Etsion 1
Tzicker Chiueh 1
Chitra Madhwacharyula 1
Hui Li 1
Ulf Myrestam 1
Xiaofei Liao 1
Zheng Zhang 1
Gunnar Harboe 1
Nizar Sakr 1
Emil Petriu 1
Cha Zhang 1
Giang Nguyen 1
Fulvio Babich 1
Francesca Vatta 1
Alan Ip 1
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Liwei He 1
Phillipa Gill 1
Ram Dantu 1
Kalpathi Ramakrishnan 1
Jens Helmert 1
Boris Velichkovsky 1
Guang Yang 1
Mario Gerla 1
Sunil Prabhakar 1
Shanyu Tang 1
Shivendra Shivani 1
Tommy Nilsson 1
James Williamson 1
Biao Zhu 1
Yogesh Rawat 1
Feng Xia 1
Laurencetianruo Yang 1
Renfei Wang 1
Xitong Li 1
Xiaolin Li 1
Matthias Baldauf 1
Jihad Alja'Am 1
Jukka Nurminen 1
Huajie Cui 1
Jonathan Foote 1
Amiel Heyde 1
Austin Abrams 1
Xin Liu 1
Xiangdong Zhou 1
Xiangwen Chen 1
Harlyn Baker 1
Leon Pan 1
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Thanassis Rikakis 1
Frederic Thouin 1
Parag Agarwal 1
Joonwon Lee 1
Qingfang Zheng 1
Alejandro Jaimes 1
Junwen Wu 1
Mohan Trivedi 1
Xing Jin 1
Li Jie 1
Javed Khan 1
Jonathan Walpole 1
Muzhou Xiong 1
Suneeta Agarwal 1
Neeraj Kumar 1
Adelelu Jia 1
Thomas Haenselmann 1
Chuohao Yeo 1
Stuart Whyte 1
Richard Han 1
Qin Lv 1
Ruifan Li 1
Carlo Fantozzi 1
Kaikai Liu 1
Feng Wang 1
Ning Liu 1
Yirong Zhuang 1
Marco Grangetto 1
Marco Botta 1
Jianke Zhu 1
Yukwong Kwok 1
Ioannis Ivrissimtzis 1
Lorenzo Bovio 1
Derek Bunn 1
Hongjiang Zhang 1
Houqiang Li 1
Munmun De Choudhury 1
Naghmeh Khodabakhshi 1
Tom Malzbender 1
Bo Geng 1
Albert Banchs 1
José MartíNez 1
Shengsheng Qian 1
Piotr Didyk 1
Brian Barsky 1
Jingdong Wang 1
Mankwan Shan 1
Minghua Chen 1
Steven Seitz 1
Elisabeth André 1
Jin Yuan 1
Huanbo Luan 1
Eric Battenberg 1
Jon Crowcroft 1
Hao Fu 1
Zhijie Shen 1
Shuang Wang 1
Honggang Hu 1
Dan Miao 1
Yan Lu 1
Wei Wu 1
Xuelong Li 1
Brian Lee 1
Vyas Sekar 1
Courtenay Cotton 1
Jian Li 1
Xifeng Gao 1
Zhigang Deng 1
Zhenhua Qu 1
Tim Bauman 1
Remco Veltkamp 1
Jian Dong 1
Jun Tan 1
Minte Sun 1
Hoda Roodaki 1
Suya You 1
Ahmed Hamza 1
Shanghong Zhao 1
Shuicheng Yan 1
Genliang Guan 1
Cuixia Ma 1
Xinxi Wang 1
Yi Wang 1
Guangda Li 1
James Wyllie 1
Sethuraman Panchanathan 1
Maryvonne Miquel 1
Steve Uhlig 1
Christos Diou 1
Vincent Oria 1
Nicola Conci 1
David Suter 1
Yue Gao 1
Hongxun Yao 1
K Candan 1
Michael Zink 1
Jean Vesin 1
Junliang Xing 1
Manoj Prasad 1
Tracy Hammond 1
Hanwang Zhang 1
Yue Gao 1
Alaa Halawani 1
Hui Zhang 1
Branka Lakic 1
Henrique Da Silva 1
Wei Jiang 1
Mauro Cherubini 1
Arthur Money 1
John Kassebaum 1
Rafael Cabeza 1
Bo Wang 1
Jinqiao Wang 1
Ulrich Newmann 1
Abu Rahman 1
Pooja Agarwal 1
Felix Yu 1
Vincent Charvillat 1
Mikkel Næss 1
Chunying Huang 1
Kuanta Chen 1
Junliang Xing 1
Kai Hwang 1
Tatsheng Chua 1
Kanav Kahol 1
Priyamvada Tripathi 1
Troy McDaniel 1
Xuyong Yang 1
Lei Pang 1
Mulin Chen 1
Qi Wang 1
Stefano Petrangeli 1
Filip De Turck 1
Daqing Zhang 1
Markus Schedl 1
Yonghong Tian 1
Menglin Jiang 1
Mingju Wu 1
Gerald Kunzmann 1
Shingchern You 1
Xuanhui Wang 1
Dong Xu 1
Yuching Lin 1
Ou Wu 1
Luca Aiello 1
Shulong Tan 1
Jiajun Bu 1
Stanislas Lew 1
Thierry Urruty 1
James Walkerdine 1
Dan Simovici 1
Lester Loschky 1
Paul Sharkey 1
Shengwei Li 1
Chuanjun Li 1
Siqing Zheng 1
Henning Schulzrinne 1
Weiying Ma 1
Moses Pawar 1
Sunand Tullimas 1
Huiping Guo 1
Jim Kurose 1
Alberto Blanc 1
Fabrício Benevenuto 1
Ian Kegel 1
Andra Leurdijk 1
César Teixeira 1
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Luiz Soares 1
Guy Romano 1
Datong Chen 1
Robert Malkin 1
Yang Yang 1
Sameer Samarth 1
Jim Crawford 1
Marco D'Orlando 1
Paula Navarrete 1
Helmut Hlavacs 1
Phani Kotharu 1
Liqi Shi 1
Mark Coates 1
Jinsoo Kim 1
Wen Gao 1
Kianoosh Mokhtarian 1
Kenneth Holmqvist 1
Xiaotao Liu 1
Niklas Carlsson 1
Garimella Sivaram 1
Suchendra Bhandarkar 1
Chusong Chen 1
Charles Krasic 1
Subhabrata Bhattacharya 1
Nacim Ihadaddene 1
Edmond Ho 1
Paul Dickerson 1
Herngyow Chen 1
Surong Wang 1
Srisakul Thakolsri 1
Adrien Joly 1
Elaine Chew 1
Tyler Ballast 1
Shannon Chen 1
Shojiro Nishio 1
Juha Vierinen 1
Philippe Mulhem 1
Mika Tuomola 1
Terence Wright 1
John Oommen 1
Hengtao Shen 1
Mauricio Orozco 1
Yuli Gao 1
Xiangyang Xue 1
Saraju Mohanty 1
Xue Liu 1
Miguel Nussbaum 1
Yinpeng Chen 1
Dawoon Jung 1
Mark Corner 1
Yuri Ivanov 1
William Seager 1
Wei Wei 1
Zheng Guo 1
Frédéric Boudon 1
Yong Wei 1
Tsungnan Lin 1
Ingmar Franke 1
Yowon Jeong 1
Alexander Hauptmann 1
Medy Sanadidi 1
Carl Hogsden 1
Elizabeth Papadopoulou 1
M Williams 1
Junho Ahn 1
Niccolò Pretto 1
Abdelwahab Hamam 1
Mika Aalto 1
Matthew Cooper 1
Karsten Schwan 1
Fadi Dornaika 1
Mario Proença 1
Susmit Bagchi 1
Saeed Aghaee 1
Michael Lew 1
Idris Ibrahim 1
Hongxin Zhang 1
Fei Hao 1
Geyong Min 1
Edith Ngai 1
Mohammad Hoque 1
Matti Siekkinen 1
Weiqi Luo 1
Christian Poellabauer 1
James Elder 1
Xiansheng Hua 1
Victor Leung 1
Yi Chen 1
Abhidnya Deshpande 1
Yungyu Chuang 1
Trent Boulter 1
Kingshy Goh 1
Lauro Snidaro 1
Malcolm Slaney 1
Philip Chou 1
Wenhsiang Tsai 1
Pablo Serrano 1
Wenping Wang 1
Zhengyu Deng 1
Hongying Yang 1
Yan Yan 1
Xianjun Hu 1
Ke Li 1
Qiong Wu 1
Tianzhu Zhang 1
Ke Chen 1
Zhengchuan Chen 1
Pierre Boulanger 1
Chengwu Chen 1
Yiping Hung 1
Yao Hu 1
Tarek Elgamal 1
Krzysztof Templin 1
Yanqiang Lei 1
Dimitrios Rafailidis 1
Weiqing Min 1
Eilwoo Baik 1
Amit Pande 1
Eleni Kroupi 1
Yang Yang 1
Robert Walz 1
Joeri Van Der Velden 1
Jongseung Park 1
Irwin Sobel 1
Heng Liu 1
Beitao Li 1
Gian Foresti 1
Lei Zhang 1
Rainer Lienhart 1
Michael Driscoll 1
Kurt Keutzer 1
Yalin Lee 1
Weiming Zhang 1
Nenghai Yu 1
Jingjing Fu 1
Zhaoyang Zhang 1
Beomjoo Seo 1
Maria Merani 1
Chihwei Lin 1
Shenchi Chen 1
Chen Zhao 1
Ligang Zheng 1
Lexing Xie 1
Bisheng Chen 1
Yu Zhang 1
Jaling Wu 1
Yang Li 1
Shihchia Huang 1
Prasant Mohapatra 1
Weisi Lin 1
Touradj Ebrahimi 1
Guillermo Cisneros 1
Zhihan Lv 1
Hao Yin 1
Chuang Lin 1
Mário Freire 1
Paulo Monteiro 1
Harry Agius 1
Michelle Zhou 1
Yunqing Shi 1
Zhengding Lu 1
Mikel Ariz 1
Tam Nguyen 1
Kazuya Sakai 1
Wei Guan 1
Tongtao Zhang 1
Håkon Stensland 1
Magnus Stenhaug 1
Raoul Rivas 1
Quan Fang 1
Xue Li 1
Benjamin Rainer 1
Haibo Li 1
Xuening Liu 1
Bo Li 1
Bashar Qudah 1
Eckehard Steinbach 1
Susanne Boll 1
Hongmei Liu 1
Jonathan Weir 1
Hui Feng 1
Hefei Ling 1
Amit Sachan 1
Frederick Li 1
Lewis Li 1
Arantxa Villanueva 1
Victoria Ponz 1
Yanwei Liu 1
Espen Helgedagsrud 1
Henrik Alstad 1
Asgeir Mortensen 1
Deyu Chen 1
Maximilian Ott 1
Harish Katti 1
Xiaosong Lou 1
Zhijie Shen 1
Xuanjia Qiu 1
Hai Jin 1
Ryan Spicer 1
Yanming Shen 1
K Wijayaratne 1
Polle Zellweger 1
Silvana Castano 1
Luca Ludovico 1
Anne Arigon 1
Yingqing Xu 1
Longyu Zhang 1
Waichong Chia 1
Gareth Tyson 1
Shaoyan Sun 1
Bart Thomee 1
Jing Liu 1
Peter Knees 1
Ali El Essaili 1
Jongtack Jung 1
Bo Zhang 1
Yunfei Chen 1
Francesco De Natale 1
Mohan Kankanhalli 1
Yongjin Liu 1
Yong Rui 1
Fei Li 1
Zhenhua Li 1
Francis Lau 1
Anne Tchounikine 1
Mansoor Ebrahim 1
Anastasios Delopoulos 1
Jianguo Jiang 1
Simone Milani 1
Linxie Tang 1
Jinhui Tang 1
Dario Comanducci 1
Suiping Zhou 1
Ron Shacham 1
Tiecheng Liu 1
John Kender 1
Suhuai Luo 1
Karine Pires 1
Gwendal Simon 1
Jinhan Park 1
Gang Peng 1
Dan Tsafrir 1
Yowjian Lin 1
Lan Huang 1
Julia Sussner 1
Lex Stein 1
Michael Wallick 1
Howard Wactlar 1
Jinye Peng 1
Wenkuang Kuo 1
Changnian Zhang 1
Weiwei Xu 1
Shengmin Liu 1
Jaegeuk Kim 1
Feng Liu 1
Prakash Kolan 1
Bo Yang 1
Chris Bleakley 1
Jack Jansen 1
Hsinmin Wang 1
Robert Rieger 1
James Clark 1
Ashvin Goel 1
Lingjyh Chen 1
Jianfei Cai 1
Huahui Wu 1
Yicheng Tu 1
Joel Rodrigues 1
Cees Snoek 1
Viktor Eide 1
Matthew White 1
Jin Liang 1
Long Vu 1
Dhiraj Joshi 1
Pietro Pala 1
Fraser Blackmun 1

Affiliation Paper Counts
University of Notre Dame 1
IMAG 1
University of Canberra 1
National Taiwan Normal University 1
North Georgia College & State University 1
National Taiwan Ocean University 1
Universite Claude Bernard Lyon 1 1
University of Technology Sydney 1
University of Massachusetts Boston 1
National University of Defense Technology China 1
National Central University Taiwan 1
University of Missouri System 1
Sam Houston State University 1
University of Tokyo 1
Guangzhou University 1
Xidian University 1
University of Nebraska - Lincoln 1
University of Exeter 1
Clemson University 1
National Chengchi University 1
University of Rochester 1
University of Edinburgh 1
University of the Basque Country 1
State University of Londrina 1
New Mexico Institute of Mining and Technology 1
TELECOM ParisTech 1
The University of North Carolina Wilmington 1
Dalian Maritime University 1
NICTA 1
Kent State University 1
EURECOM Ecole d'Ingenieurs & Centre de Recherche en Systemes de Communication 1
Institut Dalle Molle D'intelligence Artificielle Perceptive 1
California State University Los Angeles 1
CIRAD 1
Japan National Institute of Information and Communications Technology 1
Pontifical Catholic University of Rio de Janeiro 1
Nanjing University 1
Saarland University 1
York University Canada 1
University of Kuwait 1
University of Peshawar 1
HEC School of Management 1
Tata Consultancy Services India 1
National Taichung University Taiwan 1
Saint Petersburg National Research University of Information Technologies Mechanics and Optics University ITMO 1
University of Qatar 1
Adobe Systems Incorporated 1
Hebei Academy of Sciences 1
BBC 1
Sybase Inc. 1
Austrian Institute of Technology 1
Laboratoire d'Informatique Fondamentale de Lille 1
Indian Institute of Technology Rajasthan 1
New York University Abu Dhabi 1
University of Wales Trinity Saint David 1
Bowie State University 1
Kansas State University 1
China Telecommunications 1
Thapar University 1
Advanced Telecommunications Research Institute International (ATR) 1
Universidad Carlos III de Madrid 1
Royal Institute of Technology 1
University of Ontario Institute of Technology 1
MIT Media Laboratory 1
Polytechnic University - Brooklyn 1
Ohio State University 1
Samsung Electronics 1
Uppsala University 1
Northumbria University 1
Institute of High Performance Computing, Singapore 1
Johns Hopkins University 1
Yale University 1
University of Electronic Science and Technology of China 1
National Kaohsiung Marine University Taiwan 1
Huaqiao University 1
Google Inc. 1
Cornell University 1
Malmo University 1
Waterford Institute of Technology 1
Hong Kong Polytechnic University 1
University of California , Merced 1
National Research Council Canada 1
Harvard University 1
Florida Institute of Technology 1
Hohai University 1
King's College London 1
State University of New York at Albany 1
Auburn University 1
Air Force Research Laboratory Information Directorate 1
Open University 1
University of Incheon 1
University of Windsor 1
University of Zurich 1
INRIA Institut National de Rechereche en Informatique et en Automatique 1
Ca' Foscari University of Venice 1
China Agricultural University 1
Federal University of Sao Carlos 1
Zhejiang Wanli University 1
Hong Kong Baptist University 1
Eastman Kodak Company 1
University of Washington Seattle 1
University of Pittsburgh 1
University of Kentucky 1
Carleton University 1
Hongik University 1
Nankai University 1
Vienna University of Technology 1
University of South Carolina 1
Xi'an Jiaotong University 1
South Dakota School of Mines & Technology 1
Deakin University 1
Singapore Management University 1
Leiden University 1
Netherlands Organisation for Applied Scientific Research - TNO 1
Agder University College 1
University of Coimbra 1
University of Surrey 1
Indiana University 1
National Chiayi University 1
Kodak Research Laboratories 2
University of Modena and Reggio Emilia 2
Indian Institute of Technology, Kharagpur 2
Feng Chia University 2
University College Dublin 2
University of Houston 2
The University of North Carolina at Charlotte 2
Utrecht University 2
Australian National University 2
IBM Almaden Research Center 2
Nanjing University of Post and TeleCommunications 2
University of Adelaide 2
Telecom Research Center Vienna 2
Indian Institute of Technology, Guwahati 2
Washington University in St. Louis 2
Goldsmiths, University of London 2
Queensland University of Technology 2
RMIT University 2
Japan Advanced Institute of Science and Technology 2
University of Reading 2
University of Milan - Bicocca 2
Oldenburger Forschungs- Und Entwicklungsinstitut fur Informatik-Werkzeuge Und -Systeme 2
University of Antwerp 2
Yuan Ze University 2
University of Florida 2
National Cheng Kung University 2
University of Nottingham 2
Florida International University 2
INSA Lyon 2
Instituto de Telecomunicacoes 2
Alpen-Adria-Universit¿¿t Klagenfurt 2
Binghamton University State University of New York 2
University of Oldenburg 2
IBM 2
Communication University of China 2
Johannes Kepler University Linz 2
University of Durham 2
Massachusetts Institute of Technology 2
National Chi Nan University 2
University of Tehran 2
University Michigan Ann Arbor 2
Roehampton University 2
Stevens Institute of Technology 2
Sharif University of Technology 2
Research Organization of Information and Systems National Institute of Informatics 2
Lund University 2
The University of Georgia 2
University of Regina 2
Texas State University-San Marcos 2
BT Group 2
Swinburne University of Technology 2
Shandong University 2
Tokyo Institute of Technology 2
International Computer Science Institute 2
University of Sciences and Technology Houari Boumediene 2
DoCoMo Communications Laboratories Europe GmbH 2
VMware, Inc 2
Indraprastha Institute of Information Technology Delhi 2
University of California, San Diego 3
University of Saskatchewan 3
Oregon State University 3
Fudan University 3
University of Salford 3
University of Sao Paulo 3
Hebrew University of Jerusalem 3
University of Texas at San Antonio 3
Universite Lille 2 Droit et Sante 3
Queen's University Belfast 3
University of California, Riverside 3
Universidad Autonoma de Madrid 3
Stony Brook University 3
University of Vienna 3
University of Udine 3
University of Sydney 3
South China University of Technology 3
University of North Texas 3
Osaka University 3
Lancaster University 3
Xi'an Institute of Optics and Precision Mechanics Chinese Academy of Sciences 3
New Jersey Institute of Technology 3
East China Normal University 3
University of Alabama in Huntsville 3
Georgia Institute of Technology 3
University of Trieste 3
IBM Thomas J. Watson Research Center 3
Beijing University of Posts and Telecommunications 3
Qatar Computing Research institute 3
Ghent University 3
Institute of Acoustics Chinese Academy of Sciences 3
Umea University 3
Indian Institute of Technology, Delhi 3
University of Trento 4
Federal University of Minas Gerais 4
King Saud University 4
Brigham Young University 4
China University of Geosciences, Wuhan 4
Shanghai University 4
University of Illinois 4
Korea University 4
Dalian University of Technology 4
University of Connecticut 4
Queen Mary, University of London 4
National Taipei University of Technology 4
University of Ulster 4
University of Bristol 4
University of Beira Interior 4
Simula Research Laboratory 4
Harbin Institute of Technology 4
University of Newcastle, Australia 4
George Mason University 4
National Tsing Hua University 4
The University of British Columbia 4
Liaoning Normal University 4
Telefonica 4
University of California, Santa Barbara 4
University of California, Los Angeles 4
Nanjing University of Science and Technology 4
Indian Institute of Science 4
University of Alberta 4
University of Montreal 4
Telecom Bretagne 4
University of Milan 5
University of Queensland 5
University at Buffalo, State University of New York 5
University of Wisconsin Madison 5
Texas A and M University 5
The University of North Carolina at Chapel Hill 5
Technical University of Madrid 5
Pontificia Universidad Catolica de Chile 5
University of Padua 5
Shenzhen University 5
McGill University 5
Northwestern Polytechnical University China 5
National Chiao Tung University Taiwan 5
University of California, Davis 5
Aristotle University of Thessaloniki 5
University of Toronto 5
Institute of Computing Technology Chinese Academy of Sciences 6
Beihang University 6
Technical University of Dresden 6
Technical University of Munich 6
University of Florence 6
University of Central Florida 6
University College London 6
Dublin City University 6
Inha University, Incheon 6
University of Colorado at Boulder 6
Pennsylvania State University 6
Chinese University of Hong Kong 6
University of California, Irvine 6
Purdue University 6
Wayne State University 6
Worcester Polytechnic Institute 6
University of Winnipeg 6
Athlone Institute of Technology 7
Microsoft 7
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University of Turin 7
Hefei University of Technology 7
Academia Sinica Taiwan 8
University of Amsterdam 8
University of Calgary 8
Microsoft Research 8
University of Cambridge 9
Heriot-Watt University 9
Portland State University 9
National University of Ireland, Maynooth 9
Carnegie Mellon University 9
Center for Mathematics and Computer Science - Amsterdam 9
The University of Hong Kong 9
Hong Kong University of Science and Technology 9
HP Labs 9
Technical University of Darmstadt 9
Swiss Federal Institute of Technology, Lausanne 9
Korea Advanced Institute of Science & Technology 10
Yahoo Research Labs 10
Universite de Toulouse 10
University of Massachusetts Amherst 10
FX Palo Alto Laboratory 10
University of Mannheim 10
Aalto University 10
University of Southern California 11
University of Texas at Dallas 12
Brunel University 12
Curtin University of Technology, Perth 13
Sun Yat-Sen University 13
City University of Hong Kong 13
Delft University of Technology 13
Motorola 13
Institute of Automation Chinese Academy of Sciences 14
Zhejiang University 14
Huazhong University of Science and Technology 14
Nanyang Technological University 16
University of California, Berkeley 17
Columbia University 18
National Taiwan University 18
Institute for Infocomm Research, A-Star, Singapore 18
Tsinghua University 19
University of Oslo 22
University of Science and Technology of China 22
Arizona State University 24
University of Illinois at Urbana-Champaign 25
Simon Fraser University 30
Microsoft Research Asia 31
Chinese Academy of Sciences 33
University of Ottawa, Canada 34
National University of Singapore 114

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


2016
Volume 12 Issue 5s, September 2016  Issue-in-Progress
Volume 12 Issue 4s, September 2016  Issue-in-Progress
Volume 12 Issue 4, August 2016
Volume 12 Issue 3, June 2016
Volume 12 Issue 2, March 2016

2015
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

2014
Volume 11 Issue 2, December 2014
Volume 11 Issue 1s, September 2014 Special Issue on Multiple Sensorial (MulSeMedia) Multimodal Media : Advances and Applications
Volume 11 Issue 1, August 2014
Volume 10 Issue 4, June 2014
Volume 10 Issue 3, April 2014
Volume 10 Issue 2, February 2014
Volume 10 Issue 1s, January 2014 Special issue of best papers of ACM MMSys 2013 and ACM NOSSDAV 2013

2013
Volume 10 Issue 1, December 2013
Volume 9 Issue 1s, October 2013 Special Sections on the 20th Anniversary of ACM International Conference on Multimedia, Best Papers of ACM Multimedia 2012
Volume 9 Issue 4, August 2013
Volume 9 Issue 3, June 2013
Volume 9 Issue 2, May 2013
Volume 9 Issue 1, February 2013

2012
Volume 8 Issue 4, November 2012
Volume 8 Issue 2S, September 2012 Special Issue on Multimedia Security
Volume 8 Issue 3s, September 2012 Special section of best papers of ACM multimedia 2011, and special section on 3D mobile multimedia
Volume 8 Issue 3, July 2012
Volume 8 Issue 2, May 2012
Volume 8 Issue 1S, February 2012 Special Issue on P2P Streaming
Volume 8 Issue 1, January 2012

2011
Volume 7 Issue 4, November 2011
Volume 7S Issue 1, October 2011 Special section on ACM multimedia 2010 best paper candidates, and issue on social media
Volume 7 Issue 3, August 2011
Volume 7 Issue 2, February 2011
Volume 7 Issue 1, January 2011

2010
Volume 6 Issue 4, November 2010
Volume 6 Issue 3, August 2010
Volume 6 Issue 2, March 2010
Volume 6 Issue 1, February 2010

2009
Volume 5 Issue 4, October 2009
Volume 5 Issue 3, August 2009

2008
Volume 5 Issue 2, November 2008
Volume 5 Issue 1, October 2008
Volume 4 Issue 4, October 2008
Volume 4 Issue 3, August 2008
Volume 4 Issue 2, May 2008
Volume 4 Issue 1, January 2008

2007
Volume 3 Issue 4, December 2007
Volume 3 Issue 3, August 2007
Volume 3 Issue 2, May 2007
Volume 3 Issue 1, February 2007

2006
Volume 2 Issue 4, November 2006

06
Volume 2 Issue 3, August 06
Volume 2 Issue 2, May 2006
Volume 2 Issue 1, February 2006
Volume 1 Issue 4, November 2005
Volume 1 Issue 3, August 2005
Volume 1 Issue 2, May 2005
Volume 1 Issue 1, February 2005
 
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