---
title: "ACM International Conference on Multimedia (ACM MM) 2016 —"
description: "All 271 papers of ACM International Conference on Multimedia (ACM MM) 2016 · page 1 of 3, the most cited first; those with our summary link to it."
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# ACM International Conference on Multimedia (ACM MM) 2016: all accepted papers

271 papers · page 1 of 3 · the most cited first · [← ACM International Conference on Multimedia (ACM MM) 2016](https://md.research.elamur.ai/free/en/venues/acm-international-conference-on-multimedia-acm-mm/2016/)

**1** [2](https://md.research.elamur.ai/free/en/venues/acm-international-conference-on-multimedia-acm-mm/2016/papers/page/2/) [3](https://md.research.elamur.ai/free/en/venues/acm-international-conference-on-multimedia-acm-mm/2016/papers/page/3/) [next →](https://md.research.elamur.ai/free/en/venues/acm-international-conference-on-multimedia-acm-mm/2016/papers/page/2/)

1. **[UnitBox ↗](https://doi.org/10.1145/2964284.2967274)**Jiahui Yu, Yuning Jiang, Zhangyang Wang et al.*1,616 citations*
2. **[CrowdNet ↗](https://doi.org/10.1145/2964284.2967300)**Lokesh Boominathan, Srinivas S S Kruthiventi, R. Venkatesh Babu*503 citations*
3. **[Deep-based Ingredient Recognition for Cooking Recipe Retrieval ↗](https://doi.org/10.1145/2964284.2964315)**Jingjing Chen, Chong‐Wah Ngo*399 citations*
4. **[Action Recognition Based on Joint Trajectory Maps Using Convolutional Neural Networks ↗](https://doi.org/10.1145/2964284.2967191)**Pichao Wang, Zhaoyang Li, Yonghong Hou et al.*383 citations*
5. **[Image Captioning with Deep Bidirectional LSTMs ↗](https://doi.org/10.1145/2964284.2964299)**Cheng Wang, Haojin Yang, Christian Bartz et al.*287 citations*
6. **[Detecting Sarcasm in Multimodal Social Platforms](https://md.research.elamur.ai/free/en/papers/schifanella-2016-detecting-sarcasm-multimodal-social-platforms/)**Rossano Schifanella, Paloma de Juan, Joel Tetreault et al.*237 citations · our summary*
7. **[HEVC-compliant Tile-based Streaming of Panoramic Video for Virtual Reality Applications ↗](https://doi.org/10.1145/2964284.2967292)**Alireza Zare, Alireza Aminlou, Miska M. Hannuksela et al.*225 citations*
8. **[Micro-Expression Recognition with Expression-State Constrained Spatio-Temporal Feature Representations ↗](https://doi.org/10.1145/2964284.2967247)**Dae Hoe Kim, Wissam J. Baddar, Yong Man Ro*198 citations*
9. **[madmom ↗](https://doi.org/10.1145/2964284.2973795)**Sebastian Böck, Filip Korzeniowski, Jan Schlüter et al.*191 citations*
10. **[Multi-Scale Triplet CNN for Person Re-Identification ↗](https://doi.org/10.1145/2964284.2967209)**Jiawei Liu, Zheng-Jun Zha, Qi Tian et al.*184 citations*
11. **[Multi-Stream Multi-Class Fusion of Deep Networks for Video Classification ↗](https://doi.org/10.1145/2964284.2964328)**Zuxuan Wu, Yu–Gang Jiang, Xi Wang et al.*171 citations*
12. **[Audio Event Detection using Weakly Labeled Data ↗](https://doi.org/10.1145/2964284.2964310)**Anurag Kumar, Bhiksha Raj*168 citations*
13. **[How Cosmopolitan Are Emojis? ↗](https://doi.org/10.1145/2964284.2967278)**Francesco Barbieri, Germán Kruszewski, Francesco Ronzano et al.*166 citations*
14. **[Micro Tells Macro ↗](https://doi.org/10.1145/2964284.2964314)**Jingyuan Chen, Xuemeng Song, Liqiang Nie et al.*160 citations*
15. **[SDNDASH ↗](https://doi.org/10.1145/2964284.2964332)**Abdelhak Bentaleb, Ali C. Begen, Roger Zimmermann*160 citations*
16. **[Zero-Shot Hashing via Transferring Supervised Knowledge ↗](https://doi.org/10.1145/2964284.2964319)**Yang Yang, Yadan Luo, Wei‐Lun Chen et al.*146 citations*
17. **[Deep CTR Prediction in Display Advertising ↗](https://doi.org/10.1145/2964284.2964325)**Junxuan Chen, Baigui Sun, Hao Li et al.*138 citations*
18. **[Multimodal Video Description ↗](https://doi.org/10.1145/2964284.2984066)**Vasili Ramanishka, Abir Das, Dong Huk Park et al.*133 citations*
19. **[LIME ↗](https://doi.org/10.1145/2964284.2967188)**Xiaojie Guo*117 citations*
20. **[On Estimating Air Pollution from Photos Using Convolutional Neural Network ↗](https://doi.org/10.1145/2964284.2967230)**Chao Zhang, Junchi Yan, Changsheng Li et al.*114 citations*
21. **[Multimodal Popularity Prediction of Brand-related Social Media Posts ↗](https://doi.org/10.1145/2964284.2967210)**Masoud Mazloom, Robert Rietveld, Stevan Rudinac et al.*113 citations*
22. **[Multilayer and Multimodal Fusion of Deep Neural Networks for Video Classification ↗](https://doi.org/10.1145/2964284.2964297)**Xiaodong Yang, Pavlo A. Molchanov, Jan Kautz*112 citations*
23. **[Predicting Personalized Emotion Perceptions of Social Images ↗](https://doi.org/10.1145/2964284.2964289)**Sicheng Zhao, Hongxun Yao, Yue Gao et al.*112 citations*
24. **[Robust Visual-Textual Sentiment Analysis ↗](https://doi.org/10.1145/2964284.2964288)**Quanzeng You, Liangliang Cao, Hailin Jin et al.*105 citations*
25. **[Describing Videos using Multi-modal Fusion ↗](https://doi.org/10.1145/2964284.2984065)**Qin Jin, Jia Chen, Shizhe Chen et al.*102 citations*
26. **[CNNdroid ↗](https://doi.org/10.1145/2964284.2973801)**Seyyed Salar Latifi Oskouei, Hossein Bakhshi Golestani, Matin Hashemi et al.*95 citations*
27. **[Kvazaar ↗](https://doi.org/10.1145/2964284.2973796)**Marko Viitanen, Ari Koivula, Ari Lemmetti et al.*91 citations*
28. **[Play and Rewind ↗](https://doi.org/10.1145/2964284.2964308)**Hanwang Zhang, Meng Wang, Richang Hong et al.*89 citations*
29. **[Frame- and Segment-Level Features and Candidate Pool Evaluation for Video Caption Generation ↗](https://doi.org/10.1145/2964284.2984062)**Rakshith Shetty, Jorma T. Laaksonen*88 citations*
30. **[Deep Cross Residual Learning for Multitask Visual Recognition ↗](https://doi.org/10.1145/2964284.2964309)**Brendan Jou, Shih‐Fu Chang*86 citations*
31. **[Multi-modal Conditional Attention Fusion for Dimensional Emotion Prediction ↗](https://doi.org/10.1145/2964284.2967286)**Shizhe Chen, Qin Jin*86 citations*
32. **[Families in the Wild (FIW) ↗](https://doi.org/10.1145/2964284.2967219)**Joseph P. Robinson, Ming Shao, Yue Wu et al.*82 citations*
33. **[Context-aware Image Tweet Modelling and Recommendation ↗](https://doi.org/10.1145/2964284.2964291)**Tao Chen, Xiangnan He, Min‐Yen Kan*78 citations*
34. **[Accelerating Convolutional Neural Networks for Mobile Applications ↗](https://doi.org/10.1145/2964284.2967280)**Peisong Wang, Jian Cheng*76 citations*
35. **[Time Matters ↗](https://doi.org/10.1145/2964284.2964335)**Bo Wu, Wen-Huang Cheng, Yongdong Zhang et al.*75 citations*
36. **[Early Embedding and Late Reranking for Video Captioning ↗](https://doi.org/10.1145/2964284.2984064)**Jianfeng Dong, Xirong Li, Weiyu Lan et al.*74 citations*
37. **[Bidirectional Long-Short Term Memory for Video Description ↗](https://doi.org/10.1145/2964284.2967258)**Yi Bin, Yang Yang, Fumin Shen et al.*71 citations*
38. **[ConTagNet ↗](https://doi.org/10.1145/2964284.2984068)**Yogesh Singh Rawat, Mohan Kankanhalli*70 citations*
39. **[Efficient Mobile Implementation of A CNN-based Object Recognition System ↗](https://doi.org/10.1145/2964284.2967243)**‪Keiji Yanai‬, Ryosuke Tanno, Koichi Okamoto*70 citations*
40. **[Automatic Reflection Removal using Gradient Intensity and Motion Cues ↗](https://doi.org/10.1145/2964284.2967264)**Chao Sun, Shuaicheng Liu, Taotao Yang et al.*67 citations*
41. **[Learning to Make Better Mistakes ↗](https://doi.org/10.1145/2964284.2967205)**Hui Wu, Michele Merler, Rosario Uceda‐Sosa et al.*65 citations*
42. **[Are Safer Looking Neighborhoods More Lively? ↗](https://doi.org/10.1145/2964284.2964312)**Marco De Nadai, Radu L. Vieriu, Gloria Zen et al.*64 citations*
43. **[CNN vs. SIFT for Image Retrieval ↗](https://doi.org/10.1145/2964284.2967252)**Ke Yan, Yaowei Wang, Dawei Liang et al.*64 citations*
44. **[Deep Convolutional Neural Network with Independent Softmax for Large Scale Face Recognition ↗](https://doi.org/10.1145/2964284.2984060)**Yue Wu, Jun Li, Yu Kong et al.*63 citations*
45. **[Shorter-is-Better ↗](https://doi.org/10.1145/2964284.2964307)**Jianglong Zhang, Liqiang Nie, Xiang Wang et al.*63 citations*
46. **[vitrivr ↗](https://doi.org/10.1145/2964284.2973797)**Luca Rossetto, Ivan Giangreco, Claudiu Tănase et al.*62 citations*
47. **[Attention-based LSTM with Semantic Consistency for Videos Captioning ↗](https://doi.org/10.1145/2964284.2967242)**Zhao Zhuang Guo, Lianli Gao, Jingkuan Song et al.*59 citations*
48. **[Joint Image and Text Representation for Aesthetics Analysis ↗](https://doi.org/10.1145/2964284.2967223)**Ye Zhou, Xin Lu, Junping Zhang et al.*59 citations*
49. **[Deep Learning for Image Memorability Prediction ↗](https://doi.org/10.1145/2964284.2967269)**Yoann Baveye, Romain Cohendet, Matthieu Perreira Da Silva et al.*58 citations*
50. **[Multi-modal Multi-view Topic-opinion Mining for Social Event Analysis ↗](https://doi.org/10.1145/2964284.2964294)**Shengsheng Qian, Tianzhu Zhang, Changsheng Xu*57 citations*
51. **[Supervised Recurrent Hashing for Large Scale Video Retrieval ↗](https://doi.org/10.1145/2964284.2967225)**Yun Gu, Chao Ma, Jie Yang*52 citations*
52. **[StressClick ↗](https://doi.org/10.1145/2964284.2964318)**Michael Xuelin Huang, Jiajia Li, Grace Ngai et al.*50 citations*
53. **[Deeply-Supervised Recurrent Convolutional Neural Network for Saliency Detection ↗](https://doi.org/10.1145/2964284.2967250)**Youbao Tang, Xiangqian Wu, Wei Bu*49 citations*
54. **[Enabling My Robot To Play Pictionary ↗](https://doi.org/10.1145/2964284.2967220)**Ravi Kiran Sarvadevabhatla, Jogendra Nath Kundu, R. Venkatesh Babu*48 citations*
55. **[Joint Image-Text Representation by Gaussian Visual-Semantic Embedding ↗](https://doi.org/10.1145/2964284.2967212)**Zhou Ren, Hailin Jin, Zhe Lin et al.*48 citations*
56. **[Robust Face Recognition with Deep Multi-View Representation Learning ↗](https://doi.org/10.1145/2964284.2984061)**Jianshu Li, Jian Cun Zhao, Fang Zhao et al.*47 citations*
57. **[Deep Correlation Features for Image Style Classification ↗](https://doi.org/10.1145/2964284.2967251)**Wei-Ta Chu, Yiling Wu*46 citations*
58. **[Multimedia and Medicine ↗](https://doi.org/10.1145/2964284.2976760)**Michael Alexander Riegler, Mathias Lux, Carsten Griwodz et al.*46 citations*
59. **[Deep Bi-directional Cross-triplet Embedding for Cross-Domain Clothing Retrieval ↗](https://doi.org/10.1145/2964284.2967182)**Shuhui Jiang, Yue Wu, Yun Fu*44 citations*
60. **[Deep Representation for Abnormal Event Detection in Crowded Scenes ↗](https://doi.org/10.1145/2964284.2967290)**Yachuang Feng, Yuan Yuan, Xiaoqiang Lu*43 citations*
61. **[Leveraging Contextual Cues for Generating Basketball Highlights ↗](https://doi.org/10.1145/2964284.2964286)**Vinay Bettadapura, Caroline Pantofaru, Irfan A. Essa*43 citations*
62. **[Spectral and Cepstral Audio Noise Reduction Techniques in Speech Emotion Recognition ↗](https://doi.org/10.1145/2964284.2967306)**Jouni Pohjalainen, Fabien Ringeval, Zixing Zhang et al.*43 citations*
63. **[Transportation Mode Detection on Mobile Devices Using Recurrent Nets ↗](https://doi.org/10.1145/2964284.2967249)**Toan H. Vu, Le Dung, Jia‐Ching Wang*43 citations*
64. **[User Redirection and Direct Haptics in Virtual Environments ↗](https://doi.org/10.1145/2964284.2964293)**Cristiano Ramos Carvalheiro, Rui Nóbrega, Hugo da Silva et al.*43 citations*
65. **[A Domain Robust Approach For Image Dataset Construction ↗](https://doi.org/10.1145/2964284.2967213)**Yazhou Yao, Xian‐Sheng Hua, Fumin Shen et al.*42 citations*
66. **[Emotion in Context ↗](https://doi.org/10.1145/2964284.2967196)**Chen Chen, Zuxuan Wu, Yu–Gang Jiang*42 citations*
67. **[Transform-Invariant Convolutional Neural Networks for Image Classification and Search ↗](https://doi.org/10.1145/2964284.2964316)**Xu Shen, Xinmei Tian, Anfeng He et al.*42 citations*
68. **[Contextual Enrichment of Remote-Sensed Events with Social Media Streams ↗](https://doi.org/10.1145/2964284.2984063)**Benjamin Bischke, Damian Borth, Christian Schulze et al.*41 citations*
69. **[Event Localization in Music Auto-tagging ↗](https://doi.org/10.1145/2964284.2964292)**Jen-Yu Liu, Yi‐Hsuan Yang*39 citations*
70. **[Human Pose Estimation from Depth Images via Inference Embedded Multi-task Learning ↗](https://doi.org/10.1145/2964284.2964322)**Keze Wang, Shengfu Zhai, Hui Cheng et al.*39 citations*
71. **[Performance Measurements of Virtual Reality Systems ↗](https://doi.org/10.1145/2964284.2967303)**Chun‐Ming Chang, Cheng-Hsin Hsu, Chih-Fan Hsu et al.*38 citations*
72. **[Video eCommerce ↗](https://doi.org/10.1145/2964284.2964326)**Zhi-Qi Cheng, Yang Liu, Xiao Ying Wu et al.*38 citations*
73. **[Summary for AVEC 2016 ↗](https://doi.org/10.1145/2964284.2980532)**Michel Valstar, Jonathan S. Gratch, Björn Wolfgang Schuller et al.*37 citations*
74. **[Exploiting Hierarchical Activations of Neural Network for Image Retrieval ↗](https://doi.org/10.1145/2964284.2967197)**Ying Li, Xiangwei Kong, Liang Zheng et al.*36 citations*
75. **[PL-ranking ↗](https://doi.org/10.1145/2964284.2964336)**Liang Zhang, Bingpeng Ma, Guorong Li et al.*36 citations*
76. **[Binary Optimized Hashing ↗](https://doi.org/10.1145/2964284.2964331)**Qi Dai, Jianguo Li, Jingdong Wang et al.*35 citations*
77. **[Sentiment and Emotion Analysis for Social Multimedia ↗](https://doi.org/10.1145/2964284.2971475)**Quanzeng You*34 citations*
78. **[Processing-Aware Privacy-Preserving Photo Sharing over Online Social Networks ↗](https://doi.org/10.1145/2964284.2967288)**Weiwei Sun, Jiantao Zhou, Ran Lyu et al.*33 citations*
79. **[Label Tree Embeddings for Acoustic Scene Classification ↗](https://doi.org/10.1145/2964284.2967268)**Huy Phan, Lars Hertel, Marco Maaß et al.*32 citations*
80. **[A Fast Cattle Recognition System using Smart devices ↗](https://doi.org/10.1145/2964284.2973829)**Santosh Kumar, Sanjay Kumar Singh, Tanima Dutta et al.*31 citations*
81. **[Detecting Violence in Video using Subclasses ↗](https://doi.org/10.1145/2964284.2967289)**Xirong Li, Yujia Huo, Qin Jin et al.*31 citations*
82. **[DASH2M ↗](https://doi.org/10.1145/2964284.2964313)**Mengbai Xiao, Viswanathan Swaminathan, Sheng Wei et al.*30 citations*
83. **[Dictionary Learning Based Hashing for Cross-Modal Retrieval ↗](https://doi.org/10.1145/2964284.2967206)**Xin-Shun Xu*29 citations*
84. **[Query Adaptive Instance Search using Object Sketches ↗](https://doi.org/10.1145/2964284.2964317)**Sreyasee Das Bhattacharjee, Junsong Yuan, Weixiang Hong et al.*29 citations*
85. **[Analyzing and Predicting GIF Interestingness ↗](https://doi.org/10.1145/2964284.2967195)**Michael Gygli, Mohammad Soleymani*28 citations*
86. **[Improving Speaker Diarization of TV Series using Talking-Face Detection and Clustering ↗](https://doi.org/10.1145/2964284.2967202)**Hervé Bredin, Grégory Gelly*27 citations*
87. **[Image Captioning with both Object and Scene Information ↗](https://doi.org/10.1145/2964284.2984069)**Xiangyang Li, Xinhang Song, Luis Herranz et al.*26 citations*
88. **[ReadMe ↗](https://doi.org/10.1145/2964284.2967233)**Dimitris Chatzopoulos, Pan Hui*26 citations*
89. **[Server Allocation for Multiplayer Cloud Gaming ↗](https://doi.org/10.1145/2964284.2964301)**Yunhua Deng, Yusen Li, Xueyan Tang et al.*26 citations*
90. **[MP3DG-PCC, Open Source Software Framework for Implementation and Evaluation of Point Cloud Compression ↗](https://doi.org/10.1145/2964284.2973806)**Rufael N. Mekuria, Pablo S. Cesar*24 citations*
91. **[A Novel Shadow-Free Feature Extractor for Real-Time Road Detection ↗](https://doi.org/10.1145/2964284.2967294)**Zhenqiang Ying, Ge Li, Xianghao Zang et al.*23 citations*
92. **[Online Weighted Clustering for Real-time Abnormal Event Detection in Video Surveillance ↗](https://doi.org/10.1145/2964284.2967279)**Hanhe Lin, Jeremiah D. Deng, Brendon J. Woodford et al.*23 citations*
93. **[Patterns of Free-form Curation ↗](https://doi.org/10.1145/2964284.2964303)**Nic Lupfer, Andruid Kerne, Andrew M. Webb et al.*23 citations*
94. **[Tracking Natural Events through Social Media and Computer Vision ↗](https://doi.org/10.1145/2964284.2984067)**Jingya Wang, Mohammed Korayem, Saúl A. Blanco et al.*22 citations*
95. **[Multimodal-based Multimedia Analysis, Retrieval, and Services in Support of Social Media Applications ↗](https://doi.org/10.1145/2964284.2971471)**Rajiv Ratn Shah*21 citations*
96. **[Alone versus In-a-group ↗](https://doi.org/10.1145/2964284.2967276)**Wenxuan Mou, Hatice Güneş, Ioannis Patras*20 citations*
97. **[Artist-based Classification via Deep Learning with Multi-scale Weighted Pooling ↗](https://doi.org/10.1145/2964284.2967299)**Kevin Alfianto Jangtjik, Mei-Chen Yeh, Kai‐Lung Hua*20 citations*
98. **[Capped Lp-Norm Graph Embedding for Photo Clustering ↗](https://doi.org/10.1145/2964284.2967257)**Mengfan Tang, Feiping Nie, Ramesh Jain*20 citations*
99. **[Dynamic Resource Provisioning with QoS Guarantee for Video Transcoding in Online Video Sharing Service ↗](https://doi.org/10.1145/2964284.2964296)**Guanyu Gao, Yonggang Wen, Cédric Westphal*20 citations*
100. **[First-Person Shooter Game for Virtual Reality Headset with Advanced Multi-Agent Intelligent System ↗](https://doi.org/10.1145/2964284.2973826)**Ilya Makarov, Mikhail Tokmakov, Pavel Polyakov et al.*19 citations*

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