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25th ACM Multimedia 2017: Mountain View, CA, USA
- Qiong Liu, Rainer Lienhart, Haohong Wang, Sheng-Wei "Kuan-Ta" Chen, Susanne Boll, Yi-Ping Phoebe Chen, Gerald Friedland, Jia Li, Shuicheng Yan:
Proceedings of the 2017 ACM on Multimedia Conference, MM 2017, Mountain View, CA, USA, October 23-27, 2017. ACM 2017, ISBN 978-1-4503-4906-2
Fast Forward 1
- Junnan Li, Yongkang Wong, Qi Zhao, Mohan S. Kankanhalli
:
Attention Transfer from Web Images for Video Recognition. 1-9 - Ravi Kiran Sarvadevabhatla
SketchParse: Towards Rich Descriptions for Poorly Drawn Sketches using Multi-Task Hierarchical Deep Networks. 10-18 - Xiaobai Liu, Qi Chen, Lei Zhu, Yuanlu Xu
Place-centric Visual Urban Perception with Deep Multi-instance Regression. 19-27 - Spencer Cappallo, Cees G. M. Snoek:
Future-Supervised Retrieval of Unseen Queries for Live Video. 28-36 - Yi-Ling Chen, Jan Klopp, Min Sun, Shao-Yi Chien, Kwan-Liu Ma:
Learning to Compose with Professional Photographs on the Web. 37-45 - Fuhai Chen, Rongrong Ji, Jinsong Su, Yongjian Wu, Yunsheng Wu:
StructCap: Structured Semantic Embedding for Image Captioning. 46-54 - Chih-Fan Hsu
Is Foveated Rendering Perceivable in Virtual Reality?: Exploring the Efficiency and Consistency of Quality Assessment Methods. 55-63 - Fuwen Tan
FaceCollage: A Rapidly Deployable System for Real-time Head Reconstruction for On-The-Go 3D Telepresence. 64-72 - Bo Yan, Shu Shi, Yong Liu, Weizhe Yuan, Haoqin He, Rittwik Jana, Yang Xu
LiveJack: Integrating CDNs and Edge Clouds for Live Content Broadcasting. 73-81 - Si Liu, Yao Sun, Defa Zhu, Renda Bao, Wei Wang, Xiangbo Shu, Shuicheng Yan:
Face Aging with Contextual Generative Adversarial Nets. 82-90 - Yu-Ting Chang, Wen-Huang Cheng, Bo Wu, Kai-Lung Hua
Fashion World Map: Understanding Cities Through Streetwear Fashion. 91-99 - Behnam Maneshgar, Leila Sujir, Sudhir P. Mudur, Charalambos Poullis:
Automatic Adjustment of Stereoscopic Content for Long-Range Projections in Outdoor Areas. 100-108 - Zhenguang Liu, Li Cheng
Multiview and Multimodal Pervasive Indoor Localization. 109-117 - Zhaoyang Zeng, Jianlong Fu, Hongyang Chao, Tao Mei:
Searching Personal Photos on the Phone with Instant Visual Query Suggestion and Joint Text-Image Hashing. 118-126 - Junyu Gao, Tianzhu Zhang, Changsheng Xu:
A Unified Personalized Video Recommendation via Dynamic Recurrent Neural Networks. 127-135
Keynote Address 1
- Achin Bhowmik:
Enhancing and Augmenting Human Perception with Artificial Intelligence Technologies. 136
Best Paper Presentation
- Yuan Tian, Suraj Raghuraman, Thiru Annaswamy
H-TIME: Haptic-enabled Tele-Immersive Musculoskeletal Examination. 137-145 - Ziwei Yang, Yahong Han, Zheng Wang:
Catching the Temporal Regions-of-Interest for Video Captioning. 146-153 - Bokun Wang, Yang Yang, Xing Xu, Alan Hanjalic
Adversarial Cross-Modal Retrieval. 154-162 - Shuhui Jiang, Zhengming Ding, Yun Fu:
Deep Low-rank Sparse Collective Factorization for Cross-Domain Recommendation. 163-171
Fast Forward 2
- Sijie Yan, Ziwei Liu, Ping Luo, Shi Qiu, Xiaogang Wang
Unconstrained Fashion Landmark Detection via Hierarchical Recurrent Transformer Networks. 172-180 - Jianan Li, Yunchao Wei, Xiaodan Liang, Fang Zhao, Jianshu Li, Tingfa Xu, Jiashi Feng:
Deep Attribute-preserving Metric Learning for Natural Language Object Retrieval. 181-189 - Xiaoling Gu, Yongkang Wong, Pai Peng, Lidan Shou, Gang Chen, Mohan S. Kankanhalli
Understanding Fashion Trends from Street Photos via Neighbor-Constrained Embedding Learning. 190-198 - Yichao Yan, Jingwei Xu, Bingbing Ni, Wendong Zhang
Skeleton-Aided Articulated Motion Generation. 199-207 - Jiale Bai, Bingbing Ni, Minsi Wang, Yang Shen, Hanjiang Lai, Chongyang Zhang, Lin Mei, Chuanping Hu, Chen Yao:
Deep Progressive Hashing for Image Retrieval. 208-216 - Shaojing Fan, Ming Jiang
The Role of Visual Attention in Sentiment Prediction. 217-225 - Mengdan Zhang, Jiashi Feng, Weiming Hu:
Robust Visual Object Tracking with Top-down Reasoning. 226-234 - Yuke Li:
Pedestrian Path Forecasting in Crowd: A Deep Spatio-Temporal Perspective. 235-243 - Yiru Zhao, Bing Deng, Jianqiang Huang, Hongtao Lu, Xian-Sheng Hua:
Stylized Adversarial AutoEncoder for Image Generation. 244-251 - Chenglong Li, Xiaohao Wu, Zhimin Bao, Jin Tang:
ReGLe: Spatially Regularized Graph Learning for Visual Tracking. 252-260 - Junbao Zhuo, Shuhui Wang, Weigang Zhang
Deep Unsupervised Convolutional Domain Adaptation. 261-269 - Tongtao Zhang, Spencer Whitehead, Hanwang Zhang
Improving Event Extraction via Multimodal Integration. 270-278 - Xuanyi Dong, Deyu Meng, Fan Ma, Yi Yang:
A Dual-Network Progressive Approach to Weakly Supervised Object Detection. 279-287 - Dihong Gong, Daisy Zhe Wang, Yang Peng:
Multimodal Learning for Web Information Extraction. 288-296 - Bingke Zhu, Yingying Chen, Jinqiao Wang, Si Liu, Bo Zhang, Ming Tang:
Fast Deep Matting for Portrait Animation on Mobile Phone. 297-305 - Stefano Petrangeli, Viswanathan Swaminathan, Mohammad Hosseini, Filip De Turck
An HTTP/2-Based Adaptive Streaming Framework for 360° Virtual Reality Videos. 306-314 - Lan Xie, Zhimin Xu, Yixuan Ban, Xinggong Zhang, Zongming Guo:
360ProbDASH: Improving QoE of 360 Video Streaming Using Tile-based HTTP Adaptive Streaming. 315-323 - Wei Zhang, Xiaofei Liao, Peng Li, Hai Jin, Li Lin:
ShareRender: Bypassing GPU Virtualization to Enable Fine-grained Resource Sharing for Cloud Gaming. 324-332 - Ke Xia, Yuqing Ma, Xianglong Liu, Yadong Mu, Li Liu:
Temporal Binary Coding for Large-Scale Video Search. 333-341 - Hantao Yao, Shiliang Zhang, Yongdong Zhang, Jintao Li, Qi Tian:
One-Shot Fine-Grained Instance Retrieval. 342-350 - Jun Chen, Chaokun Wang, Jianmin Wang
Modeling the Intransitive Pairwise Image Preference from Multiple Angles. 351-359 - Florian Alt
PD-Survey: Supporting Audience-Centric Research through Surveys on Pervasive Display Networks. 360-368 - Sicheng Zhao, Guiguang Ding, Yue Gao, Jungong Han:
Learning Visual Emotion Distributions via Multi-Modal Features Fusion. 369-377 - Dingquan Li
Exploiting High-Level Semantics for No-Reference Image Quality Assessment of Realistic Blur Images. 378-386 - Yue Zhang, Felix Weninger, Boqing Liu, Maximilian Schmitt, Florian Eyben, Björn W. Schuller
A Paralinguistic Approach To Speaker Diarisation: Using Age, Gender, Voice Likability and Personality Traits. 387-392 - Xiaoyu Du, Jinhui Tang
Wheel: Accelerating CNNs with Distributed GPUs via Hybrid Parallelism and Alternate Strategy. 393-401 - Weiqing Min, Shuqiang Jiang, Shuhui Wang, Jitao Sang, Shuhuan Mei:
A Delicious Recipe Analysis Framework for Exploring Multi-Modal Recipes with Various Attributes. 402-410 - Fudong Nian, Bing-Kun Bao, Teng Li, Changsheng Xu:
Multi-Modal Knowledge Representation Learning via Webly-Supervised Relationships Mining. 411-419 - Longhui Wei, Shiliang Zhang, Hantao Yao, Wen Gao, Qi Tian:
GLAD: Global-Local-Alignment Descriptor for Pedestrian Retrieval. 420-428
Understanding 1 -- Deep Learning for MM (1)
- Ting Liu, Yunchao Wei, Yao Zhao, Si Liu, Shikui Wei:
Magic-wall: Visualizing Room Decoration. 429-437 - Xin Li, Fan Yang, Hong Cheng, Junyu Chen, Yuxiao Guo, Leiting Chen:
Multi-Scale Cascade Network for Salient Object Detection. 439-447 - Jun-Yan He
Sketch Recognition with Deep Visual-Sequential Fusion Model. 448-456
Panel 1
- Yung-Hsiang Lu, Andrea Cavallaro, Catherine Crump
Privacy Protection in Online Multimedia. 457-459
Experience 1 -- Social and Affective Multimedia
- Cristina Segalin, Fabio Celli, Luca Polonio
What your Facebook Profile Picture Reveals about your Personality. 460-468 - Jiajia Yang, Shangfei Wang:
Capturing Spatial and Temporal Patterns for Distinguishing between Posed and Spontaneous Expressions. 469-477 - Nicholas Cummins
An Image-based Deep Spectrum Feature Representation for the Recognition of Emotional Speech. 478-484 - Lorenzo Gatti, Gözde Özbal, Oliviero Stock, Carlo Strapparava:
Automatic Generation of Lyrics Parodies. 485-491
Systems 1 -- Systems and Applications
- Yusen Li, Yunhua Deng, Xueyan Tang, Wentong Cai
On Server Provisioning for Cloud Gaming. 492-500 - Zhenguang Liu, Zepeng Wang, Luming Zhang, Rajiv Ratn Shah, Yingjie Xia, Yi Yang, Xuelong Li
FastShrinkage: Perceptually-aware Retargeting Toward Mobile Platforms. 501-509 - Tangli Xue, Hongcheng Luo, Danpeng Cheng, Zikang Yuan, Xin Yang:
Real-time Monocular Dense Mapping for Augmented Reality. 510-518
Engagement 1 -- Multimedia Search and Recommendation
- Jen-Chun Lin
Automatic Music Video Generation Based on Simultaneous Soundtrack Recommendation and Video Editing. 519-527 - Ryota Hinami, Yusuke Matsui, Shin'ichi Satoh:
Region-Based Image Retrieval Revisited. 528-536 - Jun Xu, Ting Yao, Yongdong Zhang, Tao Mei:
Learning Multimodal Attention LSTM Networks for Video Captioning. 537-545
Business Idea Venture
- Fabio Celli, Pietro Zani Massani, Bruno Lepri:
Profilio: Psychometric Profiling to Boost Social Media Advertising. 546-550 - Alexis Joly, Pierre Bonnet
Pl@ntNet - My Business. 551-555
Interactive Art
- James She, Kong Cheng Tan, Soon Xuan Yong:
Drag A Star 3.0: An Audience Participatory Interactive Art. 556-558 - JoAnn Kuchera-Morin, Lance Putnam, Luca Peliti, Dennis Adderton, Andrés Cabrera, Kon Hyong Kim
PROBABLY/POSSIBLY?: An Immersive Interactive Visual/Sonic Quantum Composition and Synthesizer. 559-561 - Sahar Sajadieh:
Touch Me Here: A Virtual Touch Cinema. 562-564 - Brianna Ondris:
Filters. 565-567 - Megan Hardy, Sumanto Pal:
Split Consideration for Foreground and Background Painting Using Artificial Neural Networks. 568-570 - Inhye Lee, Hyomin Kim:
Spatial Magnetic Field Visualization: Interactive Kinetic Art Installation Driven by the Invisible Forces of Magnetic Fields. 571-573 - Yagiz Mungan:
À Quatre Mains. 574-576 - Edouard Beau:
Las Barricadas Misteriosas. 577-579 - Jiayi Young, Weidong Yang, Shih-Wen Young, Qilian Yu:
Presently Untitled: Data Mapping of 2016 U.S. Presidential Election Twitter Activity, Phase III. 580-581
Fast Forward 3
- Arun Balajee Vasudevan, Michael Gygli, Anna Volokitin, Luc Van Gool:
Query-adaptive Video Summarization via Quality-aware Relevance Estimation. 582-590 - Andrea Zunino, Jacopo Cavazza, Atesh Koul
Predicting Human Intentions from Motion Cues Only: A 2D+3D Fusion Approach. 591-599 - Xinhang Song, Chengpeng Chen, Shuqiang Jiang:
RGB-D Scene Recognition with Object-to-Object Relation. 600-608 - Lin Chen, Hua Yang, Shuang Wu, Zhiyong Gao:
Data Generation for Improving Person Re-identification. 609-617 - Youbao Tang, Xiangqian Wu:
Salient Object Detection with Chained Multi-Scale Fully Convolutional Network. 618-626 - Xiangteng He, Yuxin Peng, Junjie Zhao:
Fine-grained Discriminative Localization via Saliency-guided Faster R-CNN. 627-635 - Yang Long, Ling Shao
Learning to Recognise Unseen Classes by A Few Similes. 636-644 - Zhichao Song, Bingbing Ni, Yichao Yan, Zhe Ren, Yi Xu, Xiaokang Yang:
Deep Cross-Modality Alignment for Multi-Shot Person Re-IDentification. 645-653 - Ning Zhang, Yu Cao, Benyuan Liu, Yan Luo:
Improved Multimodal Representation Learning with Skip Connections. 654-662 - Abhimanyu Dubey, Sumeet Agarwal
Modeling Image Virality with Pairwise Spatial Transformer Networks. 663-671 - Guoxian Dai, Jin Xie, Yi Fang:
Metric-based Generative Adversarial Network. 672-680 - Yiyi Zhou, Rongrong Ji, Jinsong Su, Yongjian Wu, Yunsheng Wu:
More Than An Answer: Neural Pivot Network for Visual Qestion Answering. 681-689 - Zhongyang Zheng, Bo Wang, Yakun Wang, Shuang Yang, Zhongqian Dong, Tianyang Yi, Cyrus Choi, Emily J. Chang, Edward Y. Chang:
Aristo: An Augmented Reality Platform for Immersion and Interactivity. 690-698 - Kiana Calagari, Mohamed A. Elgharib, Shervin Shirmohammadi
Sports VR Content Generation from Regular Camera Feeds. 699-707 - Mengbai Xiao, Chao Zhou, Yao Liu, Songqing Chen:
OpTile: Toward Optimal Tiling in 360-degree Video Streaming. 708-716 - Zhisheng Yan, Chang Wen Chen
Too Many Pixels to Perceive: Subpixel Shutoff for Display Energy Reduction on OLED Smartphones. 717-725 - Lei Zhu
Exploring Consistent Preferences: Discrete Hashing with Pair-Exemplar for Scalable Landmark Search. 726-734 - Chengju Zhou, Meiqing Wu, Siew-Kei Lam:
Fast and Accurate Pedestrian Detection using Dual-Stage Group Cost-Sensitive RealBoost with Vector Form Filters. 735-743 - Mengshi Qi, Yunhong Wang, Annan Li
Online Cross-Modal Scene Retrieval by Binary Representation and Semantic Graph. 744-752 - Xuemeng Song, Fuli Feng, Jinhuan Liu, Zekun Li, Liqiang Nie, Jun Ma:
NeuroStylist: Neural Compatibility Modeling for Clothing Matching. 753-761 - Marc Van den Broeck, Fahim Kawsar, Johannes Schöning
It's All Around You: Exploring 360° Video Viewing Experiences on Mobile Devices. 762-768 - Tanfang Chen, Yaxin Wang, Shangfei Wang, Shiyu Chen:
Exploring Domain Knowledge for Affective Video Content Analyses. 769-776 - Chun-Han Yao, Chia-Yang Chang, Shao-Yi Chien:
Occlusion-aware Video Temporal Consistency. 777-785 - Donghyeon Won, Zachary C. Steinert-Threlkeld
Protest Activity Detection and Perceived Violence Estimation from Social Media Images. 786-794 - Zhiwei Jin, Juan Cao, Han Guo, Yongdong Zhang, Jiebo Luo
Multimodal Fusion with Recurrent Neural Networks for Rumor Detection on Microblogs. 795-816
Keynote Address 3
- Injong Rhee:
Building Multi-modal Interfaces for Smartphones. 817
SIGMMM Award Session
- Arnold W. M. Smeulders:
ACM SIGMM Award for Outstanding Technical Contributions to Multimedia Computing, Communications and Applications. 818 - Liangliang Cao:
ACM SIGMM Rising Star Award 2017. 819 - Chien-Nan (Shannon) Chen:
SIGMM Award for Outstanding Ph.D. Thesis in Multimedia Computing, Communications and Applications 2017. 820
Doctoral Symposium
- Jan Willem Kleinrouweler:
Using DASH Assisting Network Elements for Optimizing Video Streaming Quality. 821-825 - Gong Chen
Who Composes the Music?: Musicality Evaluation for Algorithmic Composition via Electroencephalography. 826-830 - Jianfeng Dong:
Cross-media Relevance Computation for Multimedia Retrieval. 831-835 - Xiang Chen:
Towards Global Optimization in Display Advertising by Integrating Multimedia Metrics with Real-Time Bidding. 836-845
Fast Forward 4
- Fanghui Liu, Xiaolin Huang, Jie Yang:
Indefinite Kernel Logistic Regression. 846-853 - Jiaqi Zhang
Positive and Unlabeled Learning for Anomaly Detection with Multi-features. 854-862 - Bin Zhao, Xuelong Li
Hierarchical Recurrent Neural Network for Video Summarization. 863-871 - Yuan Zong, Xiaohua Huang
Learning a Target Sample Re-Generator for Cross-Database Micro-Expression Recognition. 872-880 - Hyungik Oh, Ramesh C. Jain:
From Multimedia Logs to Personal Chronicles. 881-889 - Jing Han, Zixing Zhang, Maximilian Schmitt, Maja Pantic, Björn W. Schuller
From Hard to Soft: Towards more Human-like Emotion Recognition by Modelling the Perception Uncertainty. 890-897 - Jingjing Li, Ke Lu, Zi Huang
Two Birds One Stone: On both Cold-Start and Long-Tail Recommendation. 898-906 - Liang Zhang, Bingpeng Ma, Guorong Li, Qingming Huang, Qi Tian:
Multi-Networks Joint Learning for Large-Scale Cross-Modal Retrieval. 907-915 - Pengpeng Zhao, Xiefeng Xu, Yanchi Liu, Victor S. Sheng, Kai Zheng, Hui Xiong:
Photo2Trip: Exploiting Visual Contents in Geo-tagged Photos for Personalized Tour Recommendation. 916-924 - Chao Wu, Wenwu Zhu, Qiushi Li
Rethinking HTTP Adaptive Streaming with the Mobile User Perception. 925-933 - Jonghoe Koo, Juheon Yi, Joongheon Kim, Mohammad Ashraful Hoque, Sunghyun Choi:
REQUEST: Seamless Dynamic Adaptive Streaming over HTTP for Multi-Homed Smartphone under Resource Constraints. 934-942 - Xavier Corbillon, Alisa Devlic, Gwendal Simon
Optimal Set of 360-Degree Videos for Viewport-Adaptive Streaming. 943-951 - Wencang Zhao, Yu Kong, Zhengming Ding, Yun Fu:
Deep Active Learning Through Cognitive Information Parcels. 952-960 - Meng Wang, Lingjing Wang, Yi Fang:
3DensiNet: A Robust Neural Network Architecture towards 3D Volumetric Object Prediction from 2D Image. 961-969 - Meng Liu, Liqiang Nie, Meng Wang, Baoquan Chen:
Towards Micro-video Understanding by Joint Sequential-Sparse Modeling. 970-978 - Hua Zhang, Rui Wang
LEAF: Latent Extended Attribute Features Discovery for Visual Classification. 979-987 - Tianwei Lin, Xu Zhao, Zheng Shou:
Single Shot Temporal Action Detection. 988-996 - Lixin Liao, Yao Zhao, Shikui Wei, Jingdong Wang
Finding the Secret of CNN Parameter Layout under Strict Size Constraint. 997-1005 - Jaebok Kim, Gwenn Englebienne, Khiet P. Truong, Vanessa Evers:
Deep Temporal Models using Identity Skip-Connections for Speech Emotion Recognition. 1006-1013 - Yunbin Tu, Xishan Zhang, Bingtao Liu, Chenggang Yan:
Video Description with Spatial-Temporal Attention. 1014-1022 - Zhenyu Duan, Jinpeng Lan, Yi Xu, Bingbing Ni, Lixue Zhuang, Xiaokang Yang:
Pedestrian Detection via Bi-directional Multi-scale Analysis. 1023-1031 - Yichao Yan, Bingbing Ni, Xiaokang Yang:
Fine-Grained Recognition via Attribute-Guided Attentive Feature Aggregation. 1032-1040 - Feng Wang, Xiang Xiang, Jian Cheng, Alan Loddon Yuille
NormFace: L2 Hypersphere Embedding for Face Verification. 1041-1049 - Zhou Zhao, Jinghao Lin, Xinghua Jiang, Deng Cai, Xiaofei He, Yueting Zhuang:
Video Question Answering via Hierarchical Dual-Level Attention Network Learning. 1050-1058 - Xinyu Li
Region-based Activity Recognition Using Conditional GAN. 1059-1067
Keynote Address 4
- Edward Y. Chang:
DeepQ: Advancing Healthcare through Artificial Intelligence and Virtual Reality. 1068
Understanding 2 -- Deep Learning for MM (2)
- Xinyang Jiang, Siliang Tang, Yang Yang, Zhou Zhao, Yin Zhang, Fei Wu, Yueting Zhuang:
Detecting Temporal Proposal for Action Localization with Tree-structured Search Policy. 1069-1077 - Xintong Han, Zuxuan Wu, Yu-Gang Jiang, Larry S. Davis:
Learning Fashion Compatibility with Bidirectional LSTMs. 1078-1086 - Alejandro Hernandez Ruiz, Lorenzo Porzi, Samuel Rota Bulò, Francesc Moreno-Noguer:
3D CNNs on Distance Matrices for Human Action Recognition. 1087-1095 - Gaurav Mittal, Tanya Marwah, Vineeth N. Balasubramanian
Sync-DRAW: Automatic Video Generation using Deep Recurrent Attentive Architectures. 1096-1104
Systems 2 -- Video Streaming
- Patrice Rondao-Alface, Maarten Aerts, Donny Tytgat, Sammy Lievens, Christoph Stevens, Nico Verzijp, Jean-François Macq:
16K Cinematic VR Streaming. 1105-1112 - Denny Stohr, Alexander Frömmgen, Amr Rizk, Michael Zink
Where are the Sweet Spots?: A Systematic Approach to Reproducible DASH Player Comparisons. 1113-1121 - Bo Wang, Fengyuan Ren:
Towards Forward-looking Online Bitrate Adaptation for DASH. 1122-1129 - Praveen Kumar Yadav, Arash Shafiei, Wei Tsang Ooi
QUETRA: A Queuing Theory Approach to DASH Rate Adaptation. 1130-1138
Experience 2 - Perceptual, Affect and Interaction
- Nimesha Ranasinghe
Vocktail: A Virtual Cocktail for Pairing Digital Taste, Smell, and Color Sensations. 1139-1147 - Abhinav Shukla, Shruti Shriya Gullapuram, Harish Katti, Karthik Yadati, Mohan S. Kankanhalli
Affect Recognition in Ads with Application to Computational Advertising. 1148-1156 - Suiyi Ling, Patrick Le Callet:
Image Quality Assessment for DIBR Synthesized Views using Elastic Metric. 1157-1163 - Haojian Jin, Yale Song, Koji Yatani
ElasticPlay: Interactive Video Summarization with Dynamic Time Budgets. 1164-1172
Panel 2
- Yueting Zhuang, Ramesh C. Jain, Wen Gao, Liu Ren, Kiyoharu Aizawa:
Panel: Cross-media Intelligence. 1173
Engagement 2 -- Digital Society & Multimedia Art, Entertainment and Culture
- Daiqian Ma, Feng Gao, Yan Bai, Yihang Lou, Shiqi Wang
From Part to Whole: Who is Behind the Painting? 1174-1182 - Hui Mao, Ming Cheung, James She:
DeepArt: Learning Joint Representations of Visual Arts. 1183-1191 - Liqiang Nie, Xiang Wang, Jianglong Zhang, Xiangnan He, Hanwang Zhang
Enhancing Micro-video Understanding by Harnessing External Sounds. 1192-1200
Open Source Software Competition
- Hao Dong, Akara Supratak
TensorLayer: A Versatile Library for Efficient Deep Learning Development. 1201-1204 - Boni García
NUBOMEDIA: The First Open Source WebRTC PaaS. 1205-1208 - Haojin Yang, Martin Fritzsche, Christian Bartz
BMXNet: An Open-Source Binary Neural Network Implementation Based on MXNet. 1209-1212 - Masatoshi Hidaka, Yuichiro Kikura, Yoshitaka Ushiku
WebDNN: Fastest DNN Execution Framework on Web Browser. 1213-1216 - Yusuke Niitani, Toru Ogawa, Shunta Saito, Masaki Saito:
ChainerCV: a Library for Deep Learning in Computer Vision. 1217-1220 - Weichao Qiu, Fangwei Zhong, Yi Zhang, Siyuan Qiao, Zihao Xiao, Tae Soo Kim, Yizhou Wang:
UnrealCV: Virtual Worlds for Computer Vision. 1221-1224
Demo
- Huimin Wu
A System for Spatiotemporal Anomaly Localization in Surveillance Videos. 1225-1226 - Yiwei Zhang
A Tag Recommendation System for Popularity Boosting. 1227-1228 - Zhiwei Wang, Chaoyue Liu, Xiang Bai, Xin Yang:
DeepCADx: Automated Prostate Cancer Detection and Diagnosis in mp-MRI based on Multimodal Convolutional Neural Networks. 1229-1230 - Saemi Choi, Onkar Krishna, Wen-Yu Lee, Kiyoharu Aizawa:
MatPlanner: Plan Your Days in Conferences by Resolving Conflicting Events. 1231-1232 - Andrea Ferracani, Marco Faustino, Gabriele Xavier Giannini, Lea Landucci, Alberto Del Bimbo:
Natural Experiences in Museums through Virtual Reality and Voice Commands. 1233-1234 - Benjamin Renoust, Haolin Ren, Guy Melançon
FaceCloud: Heterogeneous Cloud Visualization of Multiplex Networks for Multimedia Archive Exploration. 1235-1236 - Hongcheng Luo, Tangli Xue, Xin Yang:
Real-Time Dense Monocular SLAM for Augmented Reality. 1237-1238 - Thomas Röggla, Najereh Shirzadian, Zhiyuan Zheng, Alice Panza, Pablo César
Enhancing Music Events Using Physiological Sensor Data. 1239-1240 - Tarek Elgamal, Bo Chen, Klara Nahrstedt:
Teleconsultant: Communication and Analysis of Wearable Videos in Emergency Medical Environments. 1241-1242 - Yuta Kudo, Shoji Yachida, Toru Takahashi, Rui Ishiyama:
mIDoT-key: A Smart Key Instantly Generated on Your Item. 1243-1244 - Lejian Ren, Si Liu, Yao Sun, Jian Dong, Luoqi Liu, Shuicheng Yan:
Time Traveler: A Real-time Face Aging System. 1245-1246 - Claudio Baecchi, Tiberio Uricchio
Outdoor Object Recognition for Smart Audio Guides. 1247-1248 - Dhiraj Joshi, Michele Merler, Quoc-Bao Nguyen, Stephen Hammer, John Kent, John R. Smith, Rogério Schmidt Feris:
IBM High-Five: Highlights From Intelligent Video Engine. 1249-1250 - Zhe Huang, Vamshi Krishna Madaram, Saad Albadrani, Tam V. Nguyen
Shadow Puppetry with Robotic Arms. 1251-1252 - Tam V. Nguyen
Smart Mirror: Intelligent Makeup Recommendation and Synthesis. 1253-1254 - Wenhan Yang, Shihong Deng, Yueyu Hu, Junliang Xing, Jiaying Liu
Real-Time Deep Video SpaTial Resolution UpConversion SysTem (STRUCT++ Demo). 1255-1256 - Han Yu, Guanghui Ren, Ruihe Qian, Yao Sun, Changhu Wang, Hanqing Lu, Si Liu:
RSVP: A Real-Time Surveillance Video Parsing System with Single Frame Supervision. 1257-1258 - Olfa Ben Ahmed, Gabriel Sargent, Florian Garnier, Benoit Huet, Vincent Claveau, Laurence Couturier, Raphaël Troncy
NexGenTV: Providing Real-Time Insight during Political Debates in a Second Screen Application. 1259-1260 - Joachim Bruneau-Queyreix, Mathias Lacaud, Daniel Négru:
A Hybrid P2P/Multi-Server Quality-Adaptive Live-Streaming Solution Enhancing End-User's QoE. 1261-1262 - Tingting Dong, Shoji Nishimura, Jianquan Liu:
Diversified and Summarized Video Search System. 1263-1264 - Zhe Shen, Shengze Yu, Wenwu Zhu:
T2U: A Deep Cross-Platform Video Recommendation System with a Novel Interface. 1265-1266 - Longteng Guo, Jing Liu, Yuhang Wang, Zhonghua Luo, Wei Wen, Hanqing Lu:
Sketch-based Image Retrieval using Generative Adversarial Networks. 1267-1268
Video
- Yongsheng An, Yu Cao, Jingjing Chen
PIC2DISH: A Customized Cooking Assistant System. 1269-1273
Fast Forward 5
- Quoc-Tuan Truong, Hady W. Lauw
Visual Sentiment Analysis for Review Images with Item-Oriented and User-Oriented CNN. 1274-1282 - Xiaojie Guo, Yu Li
Mutually Guided Image Filtering. 1283-1290 - Rui-Wei Zhao, Zuxuan Wu, Jianguo Li, Yu-Gang Jiang:
Learning Semantic Feature Map for Visual Content Recognition. 1291-1299 - Xindi Shang, Tongwei Ren, Jingfan Guo, Hanwang Zhang
Video Visual Relation Detection. 1300-1308 - Lingxiao Yang, Risheng Liu, David Zhang
Deep Location-Specific Tracking. 1309-1317 - Xuelong Li
A Multi-Task Framework for Weather Recognition. 1318-1326 - Yuan-Shan Lee, Kuo Yu, Sih-Huei Chen, Jia-Ching Wang:
Discriminative Training of Complex-valued Deep Recurrent Neural Network for Singing Voice Separation. 1327-1335 - Jian Wu, Anqian Guo, Victor S. Sheng, Pengpeng Zhao, Zhiming Cui, Hua Li:
Adaptive Low-Rank Multi-Label Active Learning for Image Classification. 1336-1344 - Yi Bin, Yang Yang, Jie Zhou, Zi Huang
Adaptively Attending to Visual Attributes and Linguistic Knowledge for Captioning. 1345-1353 - Ruicong Xu, Yang Yang, Fumin Shen, Ning Xie, Heng Tao Shen:
Efficient Binary Coding for Subspace-based Query-by-Image Video Retrieval. 1354-1362 - Balázs Kreith, Varun Singh, Jörg Ott:
FRACTaL: FEC-based Rate Control for RTP. 1363-1371 - Yifei Zhu, Jiangchuan Liu, Zhi Wang, Cong Zhang:
When Cloud Meets Uncertain Crowd: An Auction Approach for Crowdsourced Livecast Transcoding. 1372-1380 - Tarek Elgamal, Klara Nahrstedt:
Multicamera Summarization of Rehabilitation Sessions in Home Environment. 1381-1389 - Masaki Takahashi, Shinsuke Yokozawa
Visualization of Stone Trajectories in Live Curling Broadcasts using Online Machine Learning. 1390-1397 - Xuelong Li
Deep Binary Reconstruction for Cross-modal Hashing. 1398-1406 - Ilya Makarov, Vladimir Aliev, Olga Gerasimova:
Semi-Dense Depth Interpolation using Deep Convolutional Neural Networks. 1407-1415 - Yassir Benkhedda, Darshan Santani, Daniel Gatica-Perez:
Venues in Social Media: Examining Ambiance Perception Through Scene Semantics. 1416-1424 - Cigdem Beyan
Moving as a Leader: Detecting Emergent Leadership in Small Groups using Body Pose. 1425-1433 - Sonal Goel, Sarthak Ahuja, A. Venkata Subramanyam, Ponnurangam Kumaraguru:
#VisualHashtags: Visual Summarization of Social Media Events Using Mid-Level Visual Elements. 1434-1442 - Ye Ma
Multi-scale Context Based Attention for Dynamic Music Emotion Prediction. 1443-1450 - Ishrat Rahman Sami, Katayoun Farrahi
A Simplified Topological Representation of Text for Local and Global Context. 1451-1456 - Sina Gholamnejad Davani, Nabil J. Sarhan
Experimental Analysis of Bandwidth Allocation in Automated Video Surveillance Systems. 1457-1464 - Ayush Jaiswal, Ekraam Sabir, Wael Abd-Almageed
Multimedia Semantic Integrity Assessment Using Joint Embedding Of Images And Text. 1465-1471 - Gonzalo Luzardo
Real-Time False-Contours Removal for Inverse Tone Mapped HDR Content. 1472-1479 - Yue Wu
Deep Matching and Validation Network: An End-to-End Solution to Constrained Image Splicing Localization and Detection. 1480-1502
Understanding 3 -- Deep Learning for MM (3)
- Xiongtao Chen, Wenmin Wang, Jinzhuo Wang, Weimian Li:
Learning Object-Centric Transformation for Video Prediction. 1503-1512 - Fei Yang, Jia Li, Shikui Wei, Qinjie Zheng, Ting Liu, Yao Zhao:
Two-stream Attentive CNNs for Image Retrieval. 1513-1521 - Fumin Shen, Xin Gao, Li Liu, Yang Yang, Heng Tao Shen:
Deep Asymmetric Pairwise Hashing. 1522-1530 - Jianshu Li, Shengtao Xiao, Fang Zhao, Jian Zhao, Jianan Li, Jiashi Feng, Shuicheng Yan, Terence Sim:
Integrated Face Analytics Networks through Cross-Dataset Hybrid Training. 1531-1539
Novel 1
- Qianqian Xu, Ming Yan
Exploring Outliers in Crowdsourced Ranking for QoE. 1540-1548 - Weiyu Lan, Xirong Li, Jianfeng Dong:
Fluency-Guided Cross-Lingual Image Captioning. 1549-1557 - Kanchan Bahirat, Thiru Annaswamy
Mr.MAPP: Mixed Reality for MAnaging Phantom Pain. 1558-1566 - Xiao Shu, Xiaolin Wu, Qifan Gao:
Anti-camera LED Lighting. 1567-1574
Fast Forward 6
- Nikolaos Gkalelis, Vasileios Mezaris:
Incremental Accelerated Kernel Discriminant Analysis. 1575-1583 - Qinghao Hu, Jiaxiang Wu, Jian Cheng, Lifang Wu, Hanqing Lu:
Pseudo Label based Unsupervised Deep Discriminative Hashing for Image Retrieval. 1584-1590 - Ricardo Sanchez-Matilla, Lin Wang, Andrea Cavallaro:
Multi-Modal Localization and Enhancement of Multiple Sound Sources from a Micro Aerial Vehicle. 1591-1599 - Tuan Hoang
Selective Deep Convolutional Features for Image Retrieval. 1600-1608 - Zheng Wang, Ruimin Hu, Yi Yu, Junjun Jiang
Statistical Inference of Gaussian-Laplace Distribution for Person Verification. 1609-1617 - Wu Liu, Xinchen Liu, Huadong Ma, Peng Cheng:
Beyond Human-level License Plate Super-resolution with Progressive Vehicle Search and Domain Priori GAN. 1618-1626 - Weidong Yin, Yanwei Fu
Learning to Generate and Edit Hairstyles. 1627-1635 - Keke He, Zhanxiong Wang, Yanwei Fu
Adaptively Weighted Multi-task Deep Network for Person Attribute Classification. 1636-1644 - Dejing Xu, Zhou Zhao, Jun Xiao, Fei Wu, Hanwang Zhang
Video Question Answering via Gradually Refined Attention over Appearance and Motion. 1645-1653 - Xin Ji, Wei Wang, Meihui Zhang, Yang Yang:
Cross-Domain Image Retrieval with Attention Modeling. 1654-1662 - Zongqing Lu, Swati Rallapalli, Kevin S. Chan, Thomas La Porta:
Modeling the Resource Requirements of Convolutional Neural Networks on Mobile Devices. 1663-1671 - Myounggyu Won, Haitham Alsaadan, Yongsoon Eun:
Adaptive Audio Classification for Smartphone in Noisy Car Environment. 1672-1679 - Baoquan Zhao, Shujin Lin, Xiaonan Luo, Songhua Xu, Ruomei Wang:
A Novel System for Visual Navigation of Educational Videos Using Multimodal Cues. 1680-1688 - Afshin Taghavi Nasrabadi, Anahita Mahzari, Joseph D. Beshay, Ravi Prakash
Adaptive 360-Degree Video Streaming using Scalable Video Coding. 1689-1697 - Mengdi Fan, Wenmin Wang, Peilei Dong, Liang Han, Ronggang Wang, Ge Li:
Cross-media Retrieval by Learning Rich Semantic Embeddings of Multimedia. 1698-1706 - Min Wang, Wengang Zhou, Qi Tian, Junfu Pu, Houqiang Li:
Deep Supervised Quantization by Self-Organizing Map. 1707-1715 - Shaohua Li, Xinxing Xu, Liqiang Nie, Tat-Seng Chua:
Laplacian-Steered Neural Style Transfer. 1716-1724 - Yusuke Matsui, Keisuke Ogaki, Toshihiko Yamasaki, Kiyoharu Aizawa:
PQk-means: Billion-scale Clustering for Product-quantized Codes. 1725-1733 - Matthieu Pizenberg, Axel Carlier, Emmanuel Faure
Outlining Objects for Interactive Segmentation on Touch Devices. 1734-1742 - Hongliang Yu, Liangke Gui, Michael A. Madaio, Amy Ogan, Justine Cassell, Louis-Philippe Morency:
Temporally Selective Attention Model for Social and Affective State Recognition in Multimedia Content. 1743-1751 - Zhengfang Duanmu, Kede Ma
Quality-of-Experience of Adaptive Video Streaming: Exploring the Space of Adaptations. 1752-1760
Keynote Address 6
- Danny B. Lange:
Bringing Gaming; VR; and AR to Life with Deep Learning. 1761
Understanding 4 -- Multimodal/Multisensor Analysis and Description
- Pengfei Zhang, Chuan-Xiang Li, Meng-Yuan Liu, Liqiang Nie, Xin-Shun Xu:
Semi-Relaxation Supervised Hashing for Cross-Modal Retrieval. 1762-1770 - Jingjing Chen
Cross-modal Recipe Retrieval with Rich Food Attributes. 1771-1779 - Dilruk Perera, Roger Zimmermann:
Exploring the use of Time-Dependent Cross-Network Information for Personalized Recommendations. 1780-1788
Brave New Ideas
- Yingwei Pan
To Create What You Tell: Generating Videos from Captions. 1789-1798 - John R. Smith, Dhiraj Joshi, Benoit Huet, Winston H. Hsu, Jozef Cota:
Harnessing A.I. for Augmenting Creativity: Application to Movie Trailer Creation. 1799-1808 - Isaak Kavasidis
Brain2Image: Converting Brain Signals into Images. 1809-1817 - Vivek K. Singh, Akanksha Atrey, Saket Hegde:
Do Individuals Smile More in Diverse Social Company?: Studying Smiles and Diversity Via Social Media Photos. 1818-1827 - Francesco Gelli, Xiangnan He, Tao Chen
How Personality Affects our Likes: Towards a Better Understanding of Actionable Images. 1828-1837
Understanding 5
- Shizhe Chen, Jia Chen, Qin Jin, Alexander G. Hauptmann:
Video Captioning with Guidance of Multimodal Latent Topics. 1838-1846 - Peng Qiao, Yong Dou, WenSen Feng, Rongchun Li, Yunjin Chen:
Learning Non-local Image Diffusion for Image Denoising. 1847-1855 - Chenglong Li, Nan Zhao, Yijuan Lu, Chengli Zhu, Jin Tang:
Weighted Sparse Representation Regularized Graph Learning for RGB-T Object Tracking. 1856-1864
Grand Challenge
- Chih-Chung Hsu
Social Media Prediction Based on Residual Learning and Random Forest. 1865-1870 - Pengjie Tang, Hanli Wang, Hanzhang Wang, Kaisheng Xu:
Richer Semantic Visual and Language Representation for Video Captioning. 1871-1876 - Ziwei Yang, Youjiang Xu, Huiyun Wang, Bo Wang, Yahong Han:
Multirate Multimodal Video Captioning. 1877-1882 - Jinna Lv, Wu Liu, Meng Zhang, He Gong, Bin Wu, Huadong Ma:
Multi-feature Fusion for Predicting Social Media Popularity. 1883-1888 - Sang Phan, Yusuke Miyao, Shin'ichi Satoh:
MANet: A Modal Attention Network for Describing Videos. 1889-1894 - Xiaowen Huang, Yuqi Gao, Quan Fang, Jitao Sang, Changsheng Xu:
Towards SMP Challenge: Stacking of Diverse Models for Social Image Popularity Prediction. 1895-1900 - Wen Wang, Wei Zhang:
Combining Multiple Features for Image Popularity Prediction in Social Media. 1901-1905 - Qin Jin, Shizhe Chen, Jia Chen, Alexander G. Hauptmann:
Knowing Yourself: Improving Video Caption via In-depth Recap. 1906-1911 - Liuwu Li, Runwei Situ, Junyan Gao, Zhenguo Yang, Wenyin Liu:
A Hybrid Model Combining Convolutional Neural Network with XGBoost for Predicting Social Media Popularity. 1912-1917 - Shintami Chusnul Hidayati, Yi-Ling Chen, Chao-Lung Yang, Kai-Lung Hua
Popularity Meter: An Influence- and Aesthetics-aware Social Media Popularity Predictor. 1918-1923
Novel 2
- Yuqi Gao, Jitao Sang, Tongwei Ren, Changsheng Xu:
Hashtag-centric Immersive Search on Social Media. 1924-1932 - Yiru Zhao, Bing Deng, Chen Shen, Yao Liu, Hongtao Lu, Xian-Sheng Hua:
Spatio-Temporal AutoEncoder for Video Anomaly Detection. 1933-1941 - Chen Shen, Zhongming Jin, Yiru Zhao, Zhihang Fu, Rongxin Jiang, Yaowu Chen, Xian-Sheng Hua:
Deep Siamese Network with Multi-level Similarity Perception for Person Re-identification. 1942-1950
Tutorials
- Peng Cui, Wenwu Zhu:
Human-like Visual Learning and Reasoning. 1951-1952 - Jiebo Luo
Social Multimedia Sentiment Analysis. 1953-1954 - Tao Mei, Cha Zhang:
Deep Learning for Intelligent Video Analysis. 1955-1956 - Klaus Schoeffmann, Bernd Münzer, Michael Riegler, Pål Halvorsen:
Medical Multimedia Information Systems (MMIS). 1957-1958
Workshop Summaries
- Wanmin Wu, Jianchao Yang, Qi Tian, Roger Zimmermann:
First International ACM Thematic Workshops 2017. 1959-1960 - Susanne Boll, Touradj Ebrahimi
MMHealth 2017: Workshop on Multimedia for Personal Health and Health Care. 1961-1962 - Fabien Ringeval, Björn W. Schuller
Summary for AVEC 2017: Real-life Depression and Affect Challenge and Workshop. 1963-1964 - Johan A. du Preez
SAWACMMM'17: The 1st Workshop on Multi Media Applications within the South African Context. 1965-1966 - Cathal Gurrin
LTA 2017: The Second Workshop on Lifelogging Tools and Applications. 1967-1968 - Teresa Chambel
AltMM 2017 - 2nd International Workshop on Multimedia Alternate Realities. 1969-1970 - Joseph P. Robinson, Ming Shao, Handong Zhao, Yue Wu, Timothy Gillis, Yun Fu:
RFIW: Large-Scale Kinship Recognition Challenge. 1971-1973 - Xavier Alameda-Pineda, Miriam Redi, Mohammad Soleymani, Nicu Sebe
MUSA2: First ACM Workshop on Multimodal Understanding of Social, Affective and Subjective Attributes. 1974-1975 - Xiaobai Liu, Yadong Mu, Yu-Gang Jiang, Jiebo Luo
VSCC'2017: Visual Analysis for Smart and Connected Communities. 1976-1977 - Zuxuan Wu, Yu-Gang Jiang, Larry Davis, Shih-Fu Chang:
LSVC2017: Large-Scale Video Classification Challenge. 1978-1979 - Ansgar Scherp, Vasileios Mezaris, Thomas Köhler
MultiEdTech 2017: 1st International Workshop on Multimedia-based Educational and Knowledge Technologies for Personalized and Social Online Training. 1980-1982 - Vasileios Mezaris, Lyndon J. B. Nixon, Symeon Papadopoulos, Jochen Spangenberg:
MuVer'17: First International Workshop on Multimedia Verification. 1983-1984
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