| Best Paper Session |
|---|
| 15 | Image Classification and Retrieval are ONE.
Lingxi Xie, Richang Hong, Bo Zhang and Qi Tian. |
| 74 | Social Event Mining in Large Photo Collections.
Maia Zaharieva, Matthias Zeppelzauer, Manfred Del Fabro and Daniel Schopfhauser. |
| 136 | Unified YouTube Video Recommendation via Cross-network Collaboration.
Ming Yan, Jitao Sang and Changsheng Xu. |
| 241 | Bridging the Ultimate Semantic Gap: A Semantic Search Engine for Internet Videos.
Lu Jiang, Shoou-I Yu, Deyu Meng, Teruko Mitamura and Alex Hauptmann. |
| Oral 1: Image Retrieval |
|---|
| 29 | Fast Democratic Aggregation and Query Fusion for Image Search.
Zhanning Gao, Jianru Xue, Wengang Zhou, Shanmin Pang and Qi Tian. |
| 51 | DeepIndex for Accurate and Efficient Image Retrieval.
Yu Liu and Michael S. Lew. |
| 127 | Effective, Efficient, and Scalable Unsupervised Distance Learning in Image Retrieval Tasks.
Lucas Valem, Daniel C. G. Pedronette, Ricardo Torres, Edson Borin and Jurandy Almeida. |
| 138 | Twin Feature and Similarity Maximal Matching for Image Retrieval.
Lei Wang, Hanli Wang and Fengkuangtian Zhu. |
| 173 | Fusing Pointwise and Pairwise Labels for Supporting User-adaptive Image Retrieval
Lin Chen, Peng Zhang, Baoxin Li. |
| Oral 2: Person and Objects |
|---|
| 71 | Facial Action Unit Classification with Hidden Knowledge under Incomplete Annotation.
Jun Wang, Shangfei Wang and Qiang Ji. |
| 118 | Extracting 3D Trajectories of Objects from 2D Videos using Particle Filter.
Zeyd Boukhers, Kimiaki Shirahama, Frédéric Li and Marcin Grzegorzek. |
| 123 | Space-time histograms and their application to person re-identification in TV shows.
Rémi Auguste, Jean Martinet and Pierre Tirilly. |
| 131 | Temporal-Order Preserved Dynamic Quantization for Human Action Recognition from Multimodal Sensor Streams.
Jun Ye, Guo-Jun Qi and Kien Hua. |
| Oral 3: Concepts |
|---|
| 49 | Fine-Grained Image Categorization by Localizing Tiny Object Parts from Unannotated Images.
Luming Zhang, Yi Yang and Roger Zimmermann. |
| 83 | Robust and Discriminative Concept Factorization for Image Representation.
Yuchen Guo and Guiguang Ding. |
| 246 | Encoding Concept Prototypes for Video Event Detection and Summarization.
Masoud Mazloom, Amirhossein Habibian, Dong Liu, Cees Snoek and Shih-Fu Chang. |
| 247 | Discovering Semantic Vocabularies for Cross-Media Retrieval.
Amirhossein Habibian, Thomas Mensink and Cees Snoek. |
| Oral 4: Analytical Methods for Multimedia Retrieval |
|---|
| 26 | Nonnegative Sparse Neighborhood Propagation.
Zhao Zhang, Mingbo Zhao, Li Zhang and Li Fanzhang. |
| 58 | Hierarchical Encoding of Binary Descriptors for Image Matching.
Zhendong Mao, Yongdong Zhang and Qi Tian. |
| 111 | Kernelizing Spatially Consistent Visual Matches for Fine-Grained Classification.
Valentin Leveau, Alexis Joly, Olivier Buisson and Patrick Valduriez. |
| 202 | High-Dimensional Indexing by Sparse Approximation.
Pedro Borges, André Mourão and Joao Magalhaes. |
| 222 | Diffusion-on-Manifold Aggregation of Local Features for Shape-based 3D Model Retrieval.
Takahiko Furuya and Ryutarou Ohbuchi. |
| Oral 5: Photo Applications |
|---|
| 33 | Bundling Centre For Landmark Image Discovery.
Qian Zhang and Guoping Qiu. |
| 213 | To Keep or not to Keep: An Expectation-oriented Photo Selection Method for Personal Photo Collections.
Andrea Ceroni, Vassilios Solachidis, Claudia Niederée, Olga Papadopoulou, Nattiya Kanhabua and Vasileios Mezaris. |
| 249 | Latent Factors of Visual Popularity Prediction.
Spencer Cappallo, Thomas Mensink and Cees Snoek. |
| 253 | Visual Event Summarization on Social Media using Topic Modelling and Graph-based Ranking Algorithms.
Manos Schinas, Symeon Papadopoulos, Yiannis Kompatsiaris and Pericles Mitkas. |
| Special Oral Session: Weakly Supervised Learning for Big Multimedia Data Analysis |
|---|
| 128 | Attribute Guided Dictionary Learning.
Wei Wang, Yan Yan and Nicu Sebe |
| 179 | Online Multi-modal Co-indexing and Retrieval for Weakly Supervised Web Image Collections.
Lei Meng and Chunyan Miao. |
| 217 | Weakly Supervised Random Forest for Multi-Label Image Clustering and Segmentation.
Yingjie Xia, Qianqian Zhu and Wei Wei. |
| 223 | Harvesting Multiple Sources for User Profile Learning: a Big Data Study.
Aleksandr Farseev, Mohammad Akbari and Tat-Seng Chua. |
| Full Paper Posters (note that all the oral papers above will also be presented in the full paper poster session) |
|---|
| 1 | A Privacy-Preserving Bipartite Graph Matching Framework for Multimedia Analysis and Retrieval.
Wei-Ta Chu and Feng-Chi Chang. |
| 18 | Describing Images with Hierarchical Concepts and Object Class Localization.
Yahong Han and Guang Li. |
| 23 | Supervised Multi-scale Locality Sensitive Hashing.
Li Weng, I-Hong Jhuo, Miaojing Shi, Meng Sun, Wen-Huang Cheng and Laurent Amsaleg. |
| 53 | A Novel Visual-Region-Descriptor-based Approach to Sketch-based Image Retrieval.
Cheng Jin and Yuejie Zhang. |
| 63 | Location Prediction of Social Images via Generative Model.
Xiaoming Zhang and Zhoujun Li. |
| 69 | Scalable Multimodal Search with Distributed Indexing by Sparse Hashing.
André Mourão and Joao Magalhaes. |
| 73 | Insight in Image Collections by Multimedia Pivot Tables.
Marcel Worring and Dennis Koelma. |
| 82 | Distribution Regularized Nonnegative Matrix Factorization for Transfer Visual Feature Learning.
Yuchen Guo and Guiguang Ding. |
| 94 | Heterogeneous Semantic Level Features Fusion for Action Recognition.
Junjie Cai, Michele Merler, Sharath Pankanti and Qi Tian. |
| 101 | Social Friend Recommendation Based on Network Correlation and Feature Co-Clustering.
Shangrong Huang, Jian Zhang, Shiyang Lu and Xian-Sheng Hua. |
| 125 | Improving Diversity in Image Search via Supervised Relevance Scoring.
Eleftherios Spyromitros-Xioufis, Symeon Papadopoulos, Alexandru Lucian Ginsca, Adrian Popescu, Yiannis Kompatsiaris and Ioannis Vlahavas. |
| 126 | Unsupervised Distance Learning by Rank Correlation Measures for Image Retrieval.
Cesar Okada, Daniel C. G. Pedronette and Ricardo Torres. |
| 130 | Exploring Pooling Strategies based on Idiosyncrasies of Spatio-Temporal Interest Points.
Yuancheng Ye, Xiaodong Yang and Yingli Tian. |
| 133 | Image-Text Cross-Modal Retrieval via Modality-Specific Feature Learning.
Jian Wang, Yonghao He, Cuicui Kang, Shiming Xiang and Chunhong Pan. |
| 158 | Location-Based Parallel Tag Completion for Geo-tagged Social Photo Retrieval.
Jiaming Zhang, Shuhui Wang and Qingming Huang. |
| 161 | Exploiting Spatial Relationship between Scenes for Hierarchical Video Geotagging.
Yifang Yin, Luming Zhang and Roger Zimmermann. |
| 178 | USING VIEWER’S FACIAL EXPRESSION AND HEART RATE FOR SPORTS VIDEO HIGHLIGHTS DETECTION.
Prithwi Chakraborty, Ligang Zhang, Dian Tjondronegoro and Vinod Chandran. |
| 189 | A Deep Neural Network for Modeling Music.
Pengjing Zhang, Xiaoqing Zheng, Wenqiang Zhang, Siyan Li, Sheng Qian, Wenqi He, Shangtong Zhang and Ziyuan Wang. |
| 201 | Robust Seed Localization and Growing with Deep Convolutional Features for Scene Text Detection.
Hailiang Xu and Feng Su. |
| 214 | Swap Retrieval: Retrieving images of cats when the query shows a dog.
Amir Ghodrati, Xu Jia, Marco Pedersoli and Tinne Tuytelaars. |
| 224 | Graph Learning on K Nearest Neighbours for Automatic Image Annotation.
Feng Su and Like Xue. |
| 227 | Scalable organization of collections of motion capture data via quantitative and qualitative analysis.
Songle Chen, Sun Zhengxing and Yan Zhang. |
| 240 | Content-Based Video Search over 1 Million Videos with 1 Core in 1 Second.
Shoou-I Yu, Lu Jiang, Zhongwen Xu, Yi Yang and Alexander Hauptmann. |
| 248 | Bag-of-Fragments: Selecting and encoding video fragments for event detection and recounting.
Pascal Mettes, Jan van Gemert, Spencer Cappallo, Thomas Mensink and Cees Snoek. |
| 251 | Evaluating Two-Stream CNN for Video Classification.
Hao Ye, Zuxuan Wu, Rui-Wei Zhao, Xi Wang, Yu-Gang Jiang and Xiangyang Xue. |
| Short Paper Posters |
|---|
| 3 | Content-based Image Retrieval Using Rotation-invariant Histograms of Oriented Gradients.
Jinhui Chen, Toru Nakashika, Tetsuya Takiguchi and Yasuo Ariki. |
| 4 | Augmented Feature Fusion for Image Retrieval System.
Yang Zhou, Dan Zeng, Shiliang Zhang and Qi Tian. |
| 30 | Parallel AP Clustering and Re-ranking for Automatic Image-Text Alignment and Large-Scale Web Image Search.
Jianping Fan. |
| 37 | Accio: A Data Set for Face Track Retrieval in Movies Across Age.
Esam Ghaleb, Makarand Tapaswi, Ziad Al-Halah, Hazim Kemal Ekenel and Rainer Stiefelhagen. |
| 38 | A Two-step Approach to Cross-modal Hashing.
Kaiye Wang, Wei Wang, Liang Wang and Ran He. |
| 39 | Cross-Scenario Eyeglasses Retrieval via EGYPT Model.
Xiaoling Gu, Pai Peng, Mengwen Li, Lidan Shou and Gang Chen. |
| 52 | People News Search via Name-Face Association Analysis.
Cheng Jin and Yuejie Zhang. |
| 57 | Discovering the Latent Similarities of the KNN Graph by Metric Transformation.
Zhenzhong Kuang, Zongmin Li, Yujie Liu and Jianping Fan. |
| 59 | Formation period matters: Towards socially consistent group detection via dense subgraph seeking.
Yanhao Zhang, Lei Qin, Shengping Zhang, Hongxun Yao and Qingming Huang. |
| 60 | Memory vectors for particular object retrieval with multiple queries.
Ronan Sicre and Hervé Jégou. |
| 62 | Semantic-aware Hashing for Social Image Retrieval.
Jinhui Tang and Zechao Li. |
| 67 | Zero-shot Image Categorization via Image Correlation Exploration.
Lianli Gao, Jingkuan Song, Junming Shao, Xiaofeng Zhu and Hengtao Shen. |
| 76 | Deep Bottleneck Feature for Image Classification.
Yan Song, Mcloughlin Ian and Li-Rong Dai. |
| 78 | Maximally Visual-Homogeneous Region Detector for Large Scale Image Retrieval.
Gang Wang, Ke Gao, Yongdong Zhang and Jintao Li. |
| 87 | Rapid Clothing Retrieval via Deep Learning of Binary Codes and Hierarchical Search.
Kevin Lin, Huei-Fang Yang, Kuan-Hsien Liu, Jen-Hao Hsiao and Chu-Song Chen. |
| 93 | Information gain study for visual vocabulary construction.
Huu Ton Le, Thierry Urruty, Syntyche Gbehounou, Francois Lecellier and Christine Fernandez. |
| 97 | Discriminative Latent Feature Space Learning for Cross-Modal Retrieval.
Xu Tang, Cheng Deng and Xinbo Gao. |
| 103 | Image Retrieval by User-oriented Ranking.
Xueming Qian, Dan Lu and Xiaoxiao Liu. |
| 105 | Spatial Constraint for Image Location Estimation.
Yisi Zhao and Xueming Qian. |
| 115 | Shape-based Object Matching Using Point Context.
Cong Yang, Christian Feinen, Oliver Tiebe, Kimiaki Shirahama and Marcin Grzegorzek. |
| 117 | Large Scale Image Annotation via Deep Representation Learning and Tag Embedding Learning.
Yonghao He, Jian Wang, Cuicui Kang, Shiming Xiang and Chunhong Pan. |
| 124 | Probabilistic Matrix Factorization With Semantic And Visual Neighborhoods For Image Tag Completion.
Dimitrios Rafailidis. |
| 129 | Exploiting multiple web resources towards collecting positive training samples for visual concept learning.
Olga Papadopoulou and Vasileios Mezaris. |
| 134 | CRMActive : An Active Learning Based Approach For Effective Video Annotation And Retrieval.
Moitreya Chatterjee and Anton Leuski. |
| 135 | Personalized Egocentric Video Summarization for Cultural Experience.
Patrizia Varini, Giuseppe Serra and Rita Cucchiara. |
| 140 | EMIF: Towards a Scalable and Effective Indexing Framework for Large Scale Music Retrieval.
Shen Jialie, Mei Tao, Dacheng Tao, Xuelong Li and Yong Rui. |
| 142 | Specific Person Retrieval via Incomplete Text Description.
Mang Ye, Chao Liang, Zheng Wang, Qingming Leng, Jun Chen and Jun Liu. |
| 146 | Combining generic and specific information for cross-modal retrieval.
Thi Quynh Nhi Tran, Hervé Le Borgne and Michel Crucianu. |
| 148 | 3D Sketch-Based 3D Model Retrieval.
Bo Li, Yijuan Lu, Azeem Ghumman, Bradley Strylowski, Mario Gutierrez, Safiyah Sadiq, Scott Forster and Natacha Feola, Travis Bugerin. |
| 151 | Boosting Prediction of Geo-location for Web Images Through Integrating Multiple Knowledge Sources.
Hao Kuang, Shiai Zhu and Abdulmotaleb El Saddik. |
| 162 | Expression Recognition from Visible Images with the Help of Thermal Images.
Xiaoxiao Shi, Shangfei Wang and Yachen Zhu. |
| 164 | Multi-facet Learning using Deep Convolutional Neural Network for Person-Related Categories in Photos.
Liangliang Cao, Zhicheng Yan and John R. Smith. |
| 176 | Sketch-based Image Retrieval via Shape Words.
Changcheng Xiao, Changhu Wang, Liqing Zhang and Lei Zhang. |
| 180 | Multiple Aesthetic Attribute Assessment by Exploiting Relations Among Aesthetic Attributes.
Zhen Gao, Shangfei Wang and Qiang Ji. |
| 181 | Emotion recognition from users' eeg signals using hierarchical bayesian model with privileged information.
Zhen Gao and Shangfei Wang. |
| 184 | Multi-Label Active Learning with Chi-Square Statistics for Image Classification.
Chen Ye, Jian Wu, Victor S. Sheng, Shiquan Zhao, Pengpeng Zhao and Zhiming Cui. |
| 188 | Multiple Measurements and Joint Dimensionality Reduction for Large Scale Image Search with Short Vectors.
Filip Radenovic, Herve Jegou and Ondrej Chum. |
| 193 | Exploring EEG for Object Detection and Retrieval.
Eva Mohedano, Amaia Salvador, Sergi Porta, Xavier Giro-I-Nieto, Kevin McGuinness, Graham Healy and Noel O'Connor. |
| 221 | Kernel Local Descriptors with Implicit Rotation Matching.
Andrei Bursuc, Giorgos Tolias and Herve Jegou. |
| 229 | Semantic Concept Annotation for User Generated Videos Using Soundtracks.
Qin Jin, Junwei Liang, Xixi He, Gang Yang, Jieping Xu and Xirong Li. |
| 230 | Automatic Image Annotation using Deep Learning Representations.
Venkatesh N. Murthy, Subhransu Maji and R. Manmatha. |
| 231 | “My Day in Review” Visually Summarising Noisy Lifelog Data.
Soumyadeb Chowdhury, Philip J. McParlane, Md. Sadek Ferdous and Joemon Jose. |
| 232 | Audio-Based Multimedia Event Detection with DNNs and Sparse Sampling.
Khalid Ashraf, Benjamin Elizalde, Forrest Iandola, Matthew Moskewicz, Julia Bernd, Gerald Friedland and Kurt Keutzer. |
| 236 | Learning Binary Codes for Hashing via Feature Decomposition.
Xiao-Jiao Mao, Zhen-Fei Ju and Yu-Bin Yang. |
| 243 | Multimodal Learning with Deep Boltzmann Machine for Emotion Prediction in User Generated Videos.
Lei Pang and Chong-Wah Ngo. |
| 244 | Improving Automatic Name-Face Association using Celebrity Images on the Web.
Zhineng Chen, Bailan Feng, Chong-Wah Ngo, Caiyan Jia and Xiangsheng Huang. |
| Special Poster Session: Person Search and Verification from Rich Media Data |
|---|
| 96 | End-to-End Photo-Sketch Generation via Fully Convolutional Representation Learning.
Liliang Zhang, Liang Lin, Xian Wu, Shengyong Ding and Lei Zhang. |
| 166 | Teaching Video Analytics Based on Human Behavior Mining.
Jinxian Qin, Hong Lu, Yaqian Zhou and Heqing Ya. |
| 254 | Multi-view Face Detection Using Deep Convolutional Neural Networks.
Sachin Sudhakar Farfade, Mohammad Saberian and Li-Jia Li. |
| Demos |
|---|
| 100 | Music Positioning and Annotation For Television Videos.
Gang Yang, Jieping Xu and Xirong Li. |
| 149 | KinectSBR: A Kinect-Assisted 3D Sketch-Based 3D Model Retrieval System.
Bo Li, Yijuan Lu, Azeem Ghumman, Bradley Strylowski, Mario Gutierrez, Safiyah Sadiq, Scott Forster and Natacha Feola, Travis Bugerin. |
| 153 | An Improved System For Real-Time Scene Text Recognition.
Haojin Yang, Cheng Wang, Xiaoyin Che, Sheng Luo and Christoph Meinel. |
| 198 | DigInPix: visual named-entities identification in images and videos.
Pierre Letessier, Nicolas Hervé, Alexis Joly, Hakim Nabi, Mathieu Derval and Olivier Buisson. |
| 256 | Mobile Media Thumbnailing.
Yingying Chen, Jinqiao Wang, Jing Liu and Hanqing Lu. |
| 257 | IdeaPanel: A Large Scale Interactive Sketch-based Image Search System.
Changcheng Xiao, Changhu Wang, Liqing Zhang and Lei Zhang. |
| 258 | A Sparse Ensemble Learning System For Efficient Semantic Indexing.
Sheng Tang, Hui Chen, Yu Li, Jun-Bin Xiao and Jin-Tao Li. |
| 260 | A Multi-Sensory Gesture-Based Occupational Therapy Environment for Controlling Home Appliances.
Ahmed Khan, Syed Osama Hussain, Ahmad Qamar, Dr. Mohamed Abdur Rahman and Saleh Basalamah. |
| 261 | Incremental Multimodal Query Construction for Video Search.
Shicheng Xu, Huan Li, Xiaojun Chang, Shoou-I Yu, Xingzhong Du, Xuanchong Li, Lu Jiang, Zexi Mao, Zhenzhong Lan, Susanne Burger and Alexander Hauptmann. |
