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Introduction to Special Issue on Multimedia Big Data

Mianxiong Dong, Vincenzo Piuri, Shueng-Han Gary Chan, Ramesh Jain
2016 ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)  
This special issue of ACM Transactions on Multimedia Computing Communications and Applications TOMM provides an opportunity to attract and bring together network architecture, video game system, multimedia  ...  , efficient and real time multimedia big data computing, communications and applications.  ...  big data computation and communication.  ... 
doi:10.1145/2989214 fatcat:nwucnuxpyzbydfgj3kkj4wdco4

Editorial

Zheng Yan, Jun Liu, Robert H. Deng, Francisco Herrera
2016 ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)  
Multimedia Comput. Commun. Appl., Vol. 12, No. 4s, Article 57, Publication date: September 2016. ACM Trans. Multimedia Comput. Commun.  ...  Trust management for multimedia big data becomes a key issue that impacts the success of multimedia computing, communications, and applications.  ... 
doi:10.1145/2978431 fatcat:p5ze4cxhlnfirolzixmofhek2u

Best Papers of the ACM Multimedia Systems (MMSys) Conference 2017 and the ACM Workshop on Network and Operating System Support for Digital Audio and Video (NOSSDAV) 2017

Pablo Cesar, Cheng-Hsin Hsu, Chun-Ying Huang, Pan Hui
2018 ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)  
Moreover, to further grow the multimedia systems community, ACM MMSys'17 added four special sessions: (i) Cloud-based Multimedia, (ii) Multi-sensory Experiences, (iii) Immersive Experiences in AR (Augmented  ...  After a couple of rounds of thorough reviews, mainly on the new materials beyond the conference publications required by ACM TOMM, we accepted seven submissions in this special section.  ...  Hopefully, this special section will provide some more momentum on further growing the ACM Multimedia Systems community.  ... 
doi:10.1145/3214700 fatcat:nqsbyw77w5fpfkttpxrcckxxlm

Introduction to the Best Papers of the ACM Multimedia Systems (MMSys) Conference 2018 and the ACM Workshop on Network and Operating System Support for Digital Audio and Video (NOSSDAV) 2018 and the International Workshop on Mixed and Virtual Environment Systems (MMVE) 2018

Pablo Cesar, Michael Zink, Niall Murray
2019 ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)  
Hopefully, this special section will provide some more momentum on further growing the ACM Multimedia Systems community.  ...  The special sessions focussed on key emerging topics, such as human-centric internet and multimedia systems; immersive multimedia experiences; integrative computer vision and multimedia systems; IoT and  ... 
doi:10.1145/3339846 fatcat:3axkckfaxra4nc5xpbsx2yy6mu

Rank-in-Rank Loss for Person Re-identification

Xin Xu, Xin Yuan, Zheng Wang, Kai Zhang, Ruimin Hu
2022 ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)  
Extensive experimental results indicate that the proposed DRSL can improve the performance of the state-of-the-art re-ID models, thus demonstrating its effectiveness and superiority on the re-ID task.  ...  Considering that the ranking and sorting operations are non-differentiable and non-convex, the DRSL also performs the optimization of automatic derivation and backpropagation.  ...  It has achieved signiicant progress in recent years and becomes a hot research topic in the computer vision community.  ... 
doi:10.1145/3532866 fatcat:jxq7hje3u5atlhkssh7fvi4i2u

Bottom-up and Layerwise Domain Adaptation for Pedestrian Detection in Thermal Images

My Kieu, Andrew D. Bagdanov, Marco Bertini
2021 ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)  
Pedestrian detection is a canonical problem for safety and security applications, and it remains a challenging problem due to the highly variable lighting conditions in which pedestrians must be detected  ...  Building on our earlier work on domain adaptation for privacy-preserving pedestrian detection, we conducted an extensive experimental evaluation comparing top-down and bottom-up domain adaptation and also  ...  Pedestrian detection has attracted constant attention from the computer vision research community through the years, and the literature on it is vast [4] .  ... 
doi:10.1145/3418213 fatcat:6gjxanz2rbdknh7u43rkzeitny

Decoder-Complexity-Aware Encoding of Motion Compensation for Multiple Heterogeneous Receivers

Mohsen Jamali Langroodi, Joseph Peters, Shervin Shirmohammadi
2015 ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)  
The computational complexity of video codecs, which consists of CPU operations and memory accesses, is one of the main factors affecting power consumption.  ...  For mobile multimedia systems, advances in battery technology have been much slower than those in memory, graphics, and processing power, making power consumption a major concern in mobile systems.  ...  Decoder-Complexity-Aware Encoding of Motion Compensation for Multiple Heterogeneous Receivers, in ACM Transactions on Multimedia Computing, Communications and Applications (TOMM), (revised version in review  ... 
doi:10.1145/2700300 fatcat:okveytyoxndlbg4l5herwhg4vu

First International ACM Thematic Workshops 2017

Wanmin Wu, Jianchao Yang, Qi Tian, Roger Zimmermann
2017 Proceedings of the 2017 ACM on Multimedia Conference - MM '17  
As a new addition, this year the ACM Multimedia conference is introducing Thematic Workshops.  ...  Inspired by the NIPS model, Thematic Workshops allow papers that could not be accommodated in the main conference to be presented to the research community.  ...  ACKNOWLEDGEMENTS We would like to thank all the authors who submitted contributions and the program committee members for their excellent work in reviewing the papers.  ... 
doi:10.1145/3123266.3132060 dblp:conf/mm/WuYTZ17 fatcat:aet5ol5ojzd4ljj355jen5lcau

Message From the Outgoing Editor-in-Chief

W. Zhu
2020 IEEE transactions on multimedia  
FOR VIDEO TECHNOLOGY (T-CSVT); Associate Editors for IEEE T-MM, ACM Transactions on Multimedia, Communications, and Applications (TOMM), IEEE T-CSVT, IEEE T-MC, and IEEE TRANSACTIONS ON BIG DATA.  ...  His current research interests are in the areas of multimedia computing and networking. He was the Editor-in-Chief for the IEEE TRANSACTIONS ON MULTIMEDIA (T-MM) from January 2017 to December 2019.  ... 
doi:10.1109/tmm.2019.2956279 fatcat:gizie5gpb5athjrybj3g5rfd7u

Human-like Visual Learning and Reasoning

Peng Cui, Wenwu Zhu
2017 Proceedings of the 2017 ACM on Multimedia Conference - MM '17  
visual learning and reasoning, and how to embed human learning characteristics into learning models.  ...  To learn from human learning process and investigate human-like visual learning and reasoning mechanism is a promising way to develop new effective learning methods.  ...  on Multimedia, and IEEE Transactions on Circuits and Systems for Video Technology.  ... 
doi:10.1145/3123266.3130144 dblp:conf/mm/Cui017 fatcat:im7gzkiv7zfedpj5isuwulhrya

Urban Multimedia Computing: Emerging Methods in Multimedia Computing for Urban Data Analysis and Applications

Weiqing Min, Yonghong Tian, Zi Huang, Wen-Huang Cheng, Abdulmotaleb El Saddik
2020 IEEE Multimedia  
Therefore, there's a growing demand for developing and designing new multimedia computing methods for urban data analysis and applications, especially in current deep learning and multimedia big data era  ...  Meanwhile, these advances have led to a new research direction: urban multimedia computing at the intersection between multimedia computing and urban computing.  ...  ACKNOWLEDGMENTS The authors would like to thank all the authors and reviewers for their great efforts on this successful special issue. They would also like to thank EIC S.-C. Chen and AEIC M.  ... 
doi:10.1109/mmul.2020.3017877 fatcat:f4tcmeg72bfvdmncou4lsia6cq

Editorial: Mobile Multimedia Communications

Zheng Yan, Wei Wang, Yonggang Wen, Chonggang Wang, Honggang Wang
2017 Journal on spesial topics in mobile networks and applications  
Within this scope, this special issue is intended to provide a unique international forum for researchers from industry and academia, working on multimedia coding, security, mobile communications and networking  ...  Editorial: Successfully deploying multimedia services and applications in mobile environments requires adopting an interdisciplinary approach where multimedia, networking and physical layer issues are  ...  The special issue is sponsored by the National Key Research and Development Program of China (grant  ... 
doi:10.1007/s11036-017-0875-0 fatcat:4ii4hoaw6jf67e7tes546gshgm

Editorial: Mobile Recommendations for Location-Based Services and Social Networks

Honghao Gao, Yuyu Yin
2020 Journal on spesial topics in mobile networks and applications  
He has publications in IEEE TII, IEEE T-ITS, IEEE IoT-J, IEEE TNSE, IEEE TCCN, IEEE/ ACM TCBB, ACM TOIT, ACM TOMM, IEEE TCSS, IEEE TETCI, IEEE Network, and IEEE JBHI. Prof.  ...  The third article titled "Three-tier Architecture Supporting QoS Multimedia Routing in Cloud-assisted MANET with 5G Communication (TCM5G)" came up with a scheme, where partitioning and clustering are performed  ... 
doi:10.1007/s11036-020-01655-8 fatcat:sykfqtr2xnbgfg26xzb6ko77xq

IEEE Access Special Section Editorial: Trust Management in Pervasive Social Networking (TruPSN)

Zheng Yan, Honggang Wang, Laurence T. Yang, Valtteri Niemi
2018 IEEE Access  
She is a leading Guest Editor of over 20 reputable journals, including ACM TOMM, Future Generation Computer Systems, the IEEE SYSTEMS JOURNAL, MONET, and so on.  ...  He serves as an Associate Editor for the IEEE TRANSACTION ON MULTIMEDIA and the IEEE TRANSACTIONS ON BIG DATA, an Associate Editor-in-Chief for the IEEE INTERNET OF THINGS JOURNAL, an Associate Technical  ... 
doi:10.1109/access.2018.2817858 fatcat:ib2iqtxfcnaipbdacmldhupbxu

Learning-based IoT Data Aggregation for Disaster Scenarios

Min Peng, Sahil Garg, Xiaoding Wang, Abbas Bradai, Hui Lin, M. Shamim Hossain
2020 IEEE Access  
However, a large-scale disaster could damage the entire communication network and cut off data aggregation such that Qos is compromised.  ...  Industrial Internet of Everything (IIoE), as the deep integration of industry 6.0, the Internet of Things (IoT) and 6G mobile communication technology, pave the way for intelligent industry, enabling industrial  ...  He also serves as a Lead Guest Editor of ACM Transactions on Internet Technology, ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), Multimedia Systems journal, International  ... 
doi:10.1109/access.2020.3008289 fatcat:7ba7zmqjpnh5thfbu4jorad6vy
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