ACM Transactions on Multimedia Computing, Communications, and Applications, Volume 14

Volume 14, Number 1, January 2018

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  Oryina Kingsley Akputu, Kah Phooi Seng, Yunli Lee, Li-Minn Ang:
  Emotion Recognition Using Multiple Kernel Learning toward E-learning Applications. 1:1-1:20
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  Kai Li, Guo-Jun Qi, Kien A. Hua:
  Learning Label Preserving Binary Codes for Multimedia Retrieval: A General Approach. 2:1-2:23
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  Rodrigo Ceballos, Beatrice Ionascu, Wanjoo Park, Mohamad A. Eid:
  Implicit Emotion Communication: EEG Classification and Haptic Feedback. 3:1-3:18
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  Jiyan Wu, Bo Cheng, Yuan Yang, Ming Wang, Junliang Chen:
  Delay-Aware Quality Optimization in Cloud-Assisted Video Streaming System. 4:1-4:25
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  Shuhui Jiang, Yue Wu, Yun Fu:
  Deep Bidirectional Cross-Triplet Embedding for Online Clothing Shopping. 5:1-5:22
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  Peisong Wang, Qinghao Hu, Zhiwei Fang, Chaoyang Zhao, Jian Cheng:
  DeepSearch: A Fast Image Search Framework for Mobile Devices. 6:1-6:22
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  Sicong Liu, Silvestro Roberto Poccia, K. Selçuk Candan, Maria Luisa Sapino, Xiaolan Wang:
  Robust Multi-Variate Temporal Features of Multi-Variate Time Series. 7:1-7:24
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  Dan Guo, Wengang Zhou, Houqiang Li, Meng Wang:
  Online Early-Late Fusion Based on Adaptive HMM for Sign Language Recognition. 8:1-8:18
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  Huei-Fang Yang, Bo-Yao Lin, Kuang-Yu Chang, Chu-Song Chen:
  Joint Estimation of Age and Expression by Combining Scattering and Convolutional Networks. 9:1-9:18
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  Shao Huang, Weiqiang Wang, Shengfeng He, Rynson W. H. Lau:
  Egocentric Hand Detection Via Dynamic Region Growing. 10:1-10:17
• 
  Jiqing Wen, James She, Xiaopeng Li, Hui Mao:
  Visual Background Recommendation for Dance Performances Using Deep Matrix Factorization. 11:1-11:19
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  Zhaoqing Pan, Jianjun Lei, Yajuan Zhang, Fu Lee Wang:
  Adaptive Fractional-Pixel Motion Estimation Skipped Algorithm for Efficient HEVC Motion Estimation. 12:1-12:19
• 
  Zhedong Zheng, Liang Zheng, Yi Yang:
  A Discriminatively Learned CNN Embedding for Person Reidentification. 13:1-13:20
• 
  Weiwei Sun, Jiantao Zhou, Shuyuan Zhu, Yuan Yan Tang:
  Robust Privacy-Preserving Image Sharing over Online Social Networks (OSNs). 14:1-14:22

Volume 14, Number 1s, April 2018

Special Section on Representation, Analysis and Recognition of 3D Humans

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  Stefano Berretti, Mohamed Daoudi, Pavan K. Turaga, Anup Basu:
  Introduction to the Special Issue on Representation, Analysis, and Recognition of 3D Humans. 15:1-15:2
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  Stefano Berretti, Mohamed Daoudi, Pavan K. Turaga, Anup Basu:
  Representation, Analysis, and Recognition of 3D Humans: A Survey. 16:1-16:36
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  Girum G. Demisse, Djamila Aouada, Björn E. Ottersten:
  Deformation-Based 3D Facial Expression Representation. 17:1-17:22
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  Yongqiang Yao, Di Huang, Xudong Yang, Yunhong Wang, Liming Chen:
  Texture and Geometry Scattering Representation-Based Facial Expression Recognition in 2D+3D Videos. 18:1-18:23
• 
  Safaa Azzakhnini, Lahoucine Ballihi, Driss Aboutajdine:
  Combining Facial Parts For Learning Gender, Ethnicity, and Emotional State Based on RGB-D Information. 19:1-19:14
• 
  Sheng Li, Kang Li, Yun Fu:
  Early Recognition of 3D Human Actions. 20:1-20:21
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  Jiali Duan, Jun Wan, Shuai Zhou, Xiaoyuan Guo, Stan Z. Li:
  A Unified Framework for Multi-Modal Isolated Gesture Recognition. 21:1-21:16
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  Michal Balazia, Petr Sojka:
  Gait Recognition from Motion Capture Data. 22:1-22:18
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  Yong Su, Zhiyong Feng, Jianhai Zhang, Weilong Peng, Meng Xing:
  Sequential Articulated Motion Reconstruction from a Monocular Image Sequence. 23:1-23:21
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  Hassan Afzal, Djamila Aouada, Bruno Mirbach, Björn E. Ottersten:
  Full 3D Reconstruction of Non-Rigidly Deforming Objects. 24:1-24:23

Special Section on Multimedia Computing and Applications of Socio-Affective Behaviors in the Wild

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  Fabien Ringeval, Björn W. Schuller, Michel F. Valstar, Jonathan Gratch, Roddy Cowie, Maja Pantic:
  Introduction to the Special Section on Multimedia Computing and Applications of Socio-Affective Behaviors in the Wild. 25:1-25:2
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  Sylvio Barbon Junior, Gabriel F. C. Campos, Gabriel M. Tavares, Rodrigo Augusto Igawa, Mario Lemes Proença Jr., Rodrigo Capobianco Guido:
  Detection of Human, Legitimate Bot, and Malicious Bot in Online Social Networks Based on Wavelets. 26:1-26:17
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  Feifei Zhang, Qirong Mao, Xiangjun Shen, Yongzhao Zhan, Ming Dong:
  Spatially Coherent Feature Learning for Pose-Invariant Facial Expression Recognition. 27:1-27:19

Volume 14, Number 2s, May 2018

Special Section on QoE Management for Multimedia Services

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  Lea Skorin-Kapov, Martín Varela, Tobias Hoßfeld, Kuan-Ta Chen:
  Guest Editorial: Special Issue on "QoE Management for Multimedia Services". 28:1-28:3
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  Lea Skorin-Kapov, Martín Varela, Tobias Hoßfeld, Kuan-Ta Chen:
  A Survey of Emerging Concepts and Challenges for QoE Management of Multimedia Services. 29:1-29:29
• 
  Yi Zhu, Sharath Chandra Guntuku, Weisi Lin, Gheorghita Ghinea, Judith A. Redi:
  Measuring Individual Video QoE: A Survey, and Proposal for Future Directions Using Social Media. 30:1-30:24
• 
  Stefano Petrangeli, Jeroen van der Hooft, Tim Wauters, Filip De Turck:
  Quality of Experience-Centric Management of Adaptive Video Streaming Services: Status and Challenges. 31:1-31:29
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  Divyashri Bhat, Amr Rizk, Michael Zink, Ralf Steinmetz:
  SABR: Network-Assisted Content Distribution for QoE-Driven ABR Video Streaming. 32:1-32:25
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  Valentin Burger, Thomas Zinner, Lam Dinh-Xuan, Florian Wamser, Phuoc Tran-Gia:
  A Generic Approach to Video Buffer Modeling Using Discrete-Time Analysis. 33:1-33:23
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  Matti Siekkinen, Teemu Kämäräinen, Leonardo Favario, Enrico Masala:
  Can You See What I See? Quality-of-Experience Measurements of Mobile Live Video Broadcasting. 34:1-34:23
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  Joachim Bruneau-Queyreix, Jordi Mongay Batalla, Mathias Lacaud, Daniel Négru:
  PMS: A Novel Scale-Adaptive and Quality-Adaptive Hybrid P2P/Multisource Solution for Live Streaming. 35:1-35:25
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  Alessandro Floris, Arslan Ahmad, Luigi Atzori:
  QoE-Aware OTT-ISP Collaboration in Service Management: Architecture and Approaches. 36:1-36:24

Special Section on Multimedia Understanding via Multimodal Analytics

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  Yan Yan, Liqiang Nie, Rita Cucchiara:
  Guest Editorial: Special Section on "Multimedia Understanding via Multimodal Analytics". 37:1-37:2
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  Akanksha Tiwari, Christian von der Weth, Mohan S. Kankanhalli:
  Multimodal Multiplatform Social Media Event Summarization. 38:1-38:23
• 
  Anran Wang, Jianfei Cai, Jiwen Lu, Tat-Jen Cham:
  Structure-Aware Multimodal Feature Fusion for RGB-D Scene Classification and Beyond. 39:1-39:22
• 
  Cheng Wang, Haojin Yang, Christoph Meinel:
  Image Captioning with Deep Bidirectional LSTMs and Multi-Task Learning. 40:1-40:20
• 
  Zhenguang Liu, Yingjie Xia, Qi Liu, Qinming He, Chao Zhang, Roger Zimmermann:
  Toward Personalized Activity Level Prediction in Community Question Answering Websites. 41:1-41:15

Volume 14, Number 2, May 2018

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  Stefano Berretti:
  Table of Contents: Online Supplement Volume 14, Number 1s. 42:1-42:4
• 
  Weiqi Luo, Haodong Li, Qi Yan, Rui Yang, Jiwu Huang:
  Improved Audio Steganalytic Feature and Its Applications in Audio Forensics. 43:1-43:14
• 
  Abhinav Gupta, Divya Singhal:
  Analytical Global Median Filtering Forensics Based on Moment Histograms. 44:1-44:23
• 
  Min Huang, Song-Zhi Su, Hongbo Zhang, Guo-Rong Cai, Dong-Ying Gong, Donglin Cao, Shao-Zi Li:
  Multifeature Selection for 3D Human Action Recognition. 45:1-45:18
• 
  Amir Mazaheri, Boqing Gong, Mubarak Shah:
  Learning a Multi-Concept Video Retrieval Model with Multiple Latent Variables. 46:1-46:21
• 
  Aurora Tulilaulu, Matti Nelimarkka, Joonas Paalasmaa, Daniel Johnson, Dan Ventura, Petri Myllys, Hannu Toivonen:
  Data Musicalization. 47:1-47:27
• 
  Marcella Cornia, Lorenzo Baraldi, Giuseppe Serra, Rita Cucchiara:
  Paying More Attention to Saliency: Image Captioning with Saliency and Context Attention. 48:1-48:21
• 
  Longyin Wen, Honggang Qi, Siwei Lyu:
  Contrast Enhancement Estimation for Digital Image Forensics. 49:1-49:21
• 
  Yu-Gang Jiang, Minjun Li, Xi Wang, Wei Liu, Xian-Sheng Hua:
  DeepProduct: Mobile Product Search With Portable Deep Features. 50:1-50:18
• 
  Kashif Ahmad, Mohamed Lamine Mekhalfi, Nicola Conci, Farid Melgani, Francesco G. B. De Natale:
  Ensemble of Deep Models for Event Recognition. 51:1-51:20
• 
  Wei Hu, Mozhdeh Seifi, Erik Reinhard:
  Over- and Under-Exposure Reconstruction of a Single Plenoptic Capture. 52:1-52:21

Volume 14, Number 3s, August 2018

Special Section on Delay-Sensitive Video Computing in the Cloud

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  Maha Abdallah, Kuan-Ta Chen, Carsten Griwodz, Cheng-Hsin Hsu:
  Introduction to the Special Issue on Delay-Sensitive Video Computing in the Cloud. 53:1-53:3
• 
  Maha Abdallah, Carsten Griwodz, Kuan-Ta Chen, Gwendal Simon, Pin-Chun Wang, Cheng-Hsin Hsu:
  Delay-Sensitive Video Computing in the Cloud: A Survey. 54:1-54:29
• 
  Yusen Li, Yunhua Deng, Xueyan Tang, Wentong Cai, Xiaoguang Liu, Gang Wang:
  Cost-Efficient Server Provisioning for Cloud Gaming. 55:1-55:22
• 
  Ivan Slivar, Mirko Suznjevic, Lea Skorin-Kapov:
  Game Categorization for Deriving QoE-Driven Video Encoding Configuration Strategies for Cloud Gaming. 56:1-56:24
• 
  Mark Claypool:
  Game Input with Delay - Moving Target Selection with a Game Controller Thumbstick. 57:1-57:22
• 
  Xueshi Hou, Yao Lu, Sujit Dey:
  Novel Hybrid-Cast Approach to Reduce Bandwidth and Latency for Cloud-Based Virtual Space. 58:1-58:25
• 
  Chang Liu, Wei Tsang Ooi, Jinyuan Jia, Lei Zhao:
  Cloud Baking: Collaborative Scene Illumination for Dynamic Web3D Scenes. 59:1-59:20

Special Section on Extended MMSys-NOSSDAV Best Papers

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  Pablo César, Cheng-Hsin Hsu, Chun-Ying Huang, Pan Hui:
  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. 60:1-60:3
• 
  Ahmed H. Zahran, Jason J. Quinlan, K. K. Ramakrishnan, Cormac J. Sreenan:
  ASAP: Adaptive Stall-Aware Pacing for Improved DASH Video Experience in Cellular Networks. 61:1-61:23
• 
  Chao Zhou, Zhenhua Li, Joe Osgood, Yao Liu:
  On the Effectiveness of Offset Projections for 360-Degree Video Streaming. 62:1-62:24
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  Kanchan Bahirat, Chengyuan Lai, Ryan P. McMahan, Balakrishnan Prabhakaran:
  Designing and Evaluating a Mesh Simplification Algorithm for Virtual Reality. 63:1-63:26
• 
  Junjue Wang, Brandon Amos, Anupam Das, Padmanabhan Pillai, Norman M. Sadeh, Mahadev Satyanarayanan:
  Enabling Live Video Analytics with a Scalable and Privacy-Aware Framework. 64:1-64:24
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  Gylfi Þór Guðmundsson, Björn Þór Jónsson, Laurent Amsaleg, Michael J. Franklin:
  Prototyping a Web-Scale Multimedia Retrieval Service Using Spark. 65:1-65:24
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  Ming Ma, Lei Zhang, Jiangchuan Liu, Zhi Wang, Haitian Pang, Lifeng Sun, Weihua Li, Guangling Hou, Kaiyan Chu:
  Characterizing User Behaviors in Mobile Personal Livecast: Towards an Edge Computing-assisted Paradigm. 66:1-66:24
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  Lei Huang, Bowen Ding, Aining Wang, Yuedong Xu, Yipeng Zhou, Xiang Li:
  User Behavior Analysis and Video Popularity Prediction on a Large-Scale VoD System. 67:1-67:24

Volume 14, Number 3, August 2018

• 
  Maha Abdallah:
  Table of Contents: Online Supplement Volume 14, Number 3s.
• 
  Michal Muszynski, Theodoros Kostoulas, Patrizia Lombardo, Thierry Pun, Guillaume Chanel:
  Aesthetic Highlight Detection in Movies Based on Synchronization of Spectators' Reactions. 68:1-68:23
• 
  Yalong Bai, Kuiyuan Yang, Tao Mei, Wei-Ying Ma, Tiejun Zhao:
  Automatic Data Augmentation from Massive Web Images for Deep Visual Recognition. 69:1-69:20
• 
  Min Tan, Jun Yu, Zhou Yu, Fei Gao, Yong Rui, Dacheng Tao:
  User-Click-Data-Based Fine-Grained Image Recognition via Weakly Supervised Metric Learning. 70:1-70:23
• 
  Abdelhak Bentaleb, Ali C. Begen, Roger Zimmermann:
  ORL-SDN: Online Reinforcement Learning for SDN-Enabled HTTP Adaptive Streaming. 71:1-71:28
• 
  Lingchao Kong, Rui Dai:
  Efficient Video Encoding for Automatic Video Analysis in Distributed Wireless Surveillance Systems. 72:1-72:24
• 
  Anqi Wang, Haifeng Hu, Liang Yang:
  Image Captioning with Affective Guiding and Selective Attention. 73:1-73:15
• 
  Marjan Sikora, Mladen Russo, Jurica Derek, Ante Jurcevic:
  Soundscape of an Archaeological Site Recreated with Audio Augmented Reality. 74:1-74:22
• 
  Heiner Kirchhoffer, Detlev Marpe, Heiko Schwarz, Thomas Wiegand:
  Properties and Design of Variable-to-Variable Length Codes. 75:1-75:19
• 
  Johannes Kiess, Stephan Kopf, Benjamin Guthier, Wolfgang Effelsberg:
  A Survey on Content-Aware Image and Video Retargeting. 76:1-76:28
• 
  Joe Cecil, Avinash Gupta, Miguel Pirela-Cruz, Parmesh Ramanathan:
  A Network-Based Virtual Reality Simulation Training Approach for Orthopedic Surgery. 77:1-77:21
• 
  Husheng Dong, Ping Lu, Chunping Liu, Yi Ji, Shengrong Gong:
  Learning Multiple Kernel Metrics for Iterative Person Re-Identification. 78:1-78:24

Volume 14, Number 4, November 2018

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  Junfeng Zhang, Haifeng Hu:
  Joint Head Attribute Classifier and Domain-Specific Refinement Networks for Face Alignment. 79:1-79:19
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  Lucas Pascotti Valem, Carlos Renan De Oliveira, Daniel Carlos Guimarães Pedronette, Jurandy Almeida:
  Unsupervised Similarity Learning through Rank Correlation and kNN Sets. 80:1-80:23
• 
  Hui-Yin Wu, Francesca Palù, Roberto Ranon, Marc Christie:
  Thinking Like a Director: Film Editing Patterns for Virtual Cinematographic Storytelling. 81:1-81:22
• 
  Tuo Yu, Haiming Jin, Wai-Tian Tan, Klara Nahrstedt:
  SKEPRID: Pose and Illumination Change-Resistant Skeleton-Based Person Re-Identification. 82:1-82:24
• 
  Hehe Fan, Liang Zheng, Chenggang Yan, Yi Yang:
  Unsupervised Person Re-identification: Clustering and Fine-tuning. 83:1-83:18
• 
  Xiaodan Lin, Xiangui Kang:
  Robust Electric Network Frequency Estimation with Rank Reduction and Linear Prediction. 84:1-84:13
• 
  Yue Li, Gaobo Yang, Yapei Zhu, Xiangling Ding, Rongrong Gong:
  Probability Model-Based Early Merge Mode Decision for Dependent Views Coding in 3D-HEVC. 85:1-85:15
• 
  Joel A. F. dos Santos, Débora C. Muchaluat-Saade, Cécile Roisin, Nabil Layaïda:
  A Hybrid Approach for Spatio-Temporal Validation of Declarative Multimedia Documents. 86:1-86:24
• 
  Jie Wu, Haifeng Hu, Yi Wu:
  Image Captioning via Semantic Guidance Attention and Consensus Selection Strategy. 87:1-87:19
• 
  Gjorgji Strezoski, Marcel Worring:
  OmniArt: A Large-scale Artistic Benchmark. 88:1-88:21

Special Section on Deep Learning for Intelligent Multimedia Analytics

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  Christian Koch, Moritz Lode, Denny Stohr, Amr Rizk, Ralf Steinmetz:
  Collaborations on YouTube: From Unsupervised Detection to the Impact on Video and Channel Popularity. 89:1-89:23