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ICMR 2015: Shanghai, China
- Alexander G. Hauptmann, Chong-Wah Ngo, Xiangyang Xue, Yu-Gang Jiang, Cees Snoek, Nuno Vasconcelos:
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, Shanghai, China, June 23-26, 2015. ACM 2015, ISBN 978-1-4503-3274-3
Keynote Address
- Michael Witbrock
:
Dense Models from Videos: Can YouTube be the Font of All Knowledge Bases? 1
Best Paper Session
- Lingxi Xie, Richang Hong, Bo Zhang, Qi Tian:
Image Classification and Retrieval are ONE. 3-10 - Maia Zaharieva
Social Event Mining in Large Photo Collections. 11-18 - Ming Yan, Jitao Sang, Changsheng Xu:
Unified YouTube Video Recommendation via Cross-network Collaboration. 19-26 - Lu Jiang, Shoou-I Yu, Deyu Meng, Teruko Mitamura, Alexander G. Hauptmann:
Bridging the Ultimate Semantic Gap: A Semantic Search Engine for Internet Videos. 27-34
Oral Session 1: Image Retrieval
- Zhanning Gao, Jianru Xue, Wengang Zhou, Shanmin Pang, Qi Tian:
Fast Democratic Aggregation and Query Fusion for Image Search. 35-42 - Yu Liu, Yanming Guo, Song Wu, Michael S. Lew:
DeepIndex for Accurate and Efficient Image Retrieval. 43-50 - Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette
Effective, Efficient, and Scalable Unsupervised Distance Learning in Image Retrieval Tasks. 51-58 - Lei Wang, Hanli Wang, Fengkuangtian Zhu:
Twin Feature and Similarity Maximal Matching for Image Retrieval. 59-66 - Lin Chen, Peng Zhang, Baoxin Li:
Fusing Pointwise and Pairwise Labels for Supporting User-adaptive Image Retrieval. 67-74
Oral Session 2: Person and Objects
- Jun Wang, Shangfei Wang, Qiang Ji:
Facial Action Unit Classification with Hidden Knowledge under Incomplete Annotation. 75-82 - Zeyd Boukhers
Extracting 3D Trajectories of Objects from 2D Videos using Particle Filter. 83-90 - Rémi Auguste, Jean Martinet, Pierre Tirilly:
Space-time Histograms And Their Application To Person Re-identification In TV Shows. 91-97 - Jun Ye, Kai Li
Temporal Order-Preserving Dynamic Quantization for Human Action Recognition from Multimodal Sensor Streams. 99-106
Oral Session 3: Concepts
- Luming Zhang, Yi Yang, Roger Zimmermann
Fine-Grained Image Categorization by Localizing TinyObject Parts from Unannotated Images. 107-114 - Yuchen Guo, Guiguang Ding, Jile Zhou, Qiang Liu:
Robust and Discriminative Concept Factorization for Image Representation. 115-122 - Masoud Mazloom, AmirHossein Habibian, Dong Liu, Cees G. M. Snoek, Shih-Fu Chang:
Encoding Concept Prototypes for Video Event Detection and Summarization. 123-130 - AmirHossein Habibian, Thomas Mensink
Discovering Semantic Vocabularies for Cross-Media Retrieval. 131-138
Oral Session 4: Analytical Methods for Multimedia Retrieval
- Zhao Zhang
Semi-Supervised Image Classification by Nonnegative Sparse Neighborhood Propagation. 139-146 - Zhendong Mao, Lingling Tong, Hongtao Xie, Qi Tian:
Hierarchical Encoding of Binary Descriptors for Image Matching. 147-154 - Valentin Leveau, Alexis Joly, Olivier Buisson, Patrick Valduriez:
Kernelizing Spatially Consistent Visual Matches for Fine-Grained Classification. 155-162 - Pedro Borges, André Mourão
High-Dimensional Indexing by Sparse Approximation. 163-170 - Takahiko Furuya, Ryutarou Ohbuchi:
Diffusion-on-Manifold Aggregation of Local Features for Shape-based 3D Model Retrieval. 171-178
Oral Session 5: Photo Applications
- Qian Zhang, Guoping Qiu
Bundling Centre for Landmark Image Discovery. 179-186 - Andrea Ceroni, Vassilios Solachidis
To Keep or not to Keep: An Expectation-oriented Photo Selection Method for Personal Photo Collections. 187-194 - Spencer Cappallo, Thomas Mensink
Latent Factors of Visual Popularity Prediction. 195-202 - Manos Schinas, Symeon Papadopoulos, Yiannis Kompatsiaris, Pericles A. Mitkas:
Visual Event Summarization on Social Media using Topic Modelling and Graph-based Ranking Algorithms. 203-210
Special Oral Session: Weakly Supervised Learning for Big Multimedia Data Analysis
- Wei Wang, Yan Yan, Nicu Sebe
Attribute Guided Dictionary Learning. 211-218 - Lei Meng, Ah-Hwee Tan
Online Multimodal Co-indexing and Retrieval of Weakly Labeled Web Image Collections. 219-226 - Yingjie Xia, Qianqian Zhu, Wei Wei:
Weakly Supervised Random Forest for Multi-Label Image Clustering and Segmentation. 227-233 - Aleksandr Farseev, Liqiang Nie, Mohammad Akbari
Harvesting Multiple Sources for User Profile Learning: a Big Data Study. 235-242
Full Paper Posters Session
- Wei-Ta Chu
A Privacy-Preserving Bipartite Graph Matching Framework for Multimedia Analysis and Retrieval. 243-250 - Yahong Han, Guang Li:
Describing Images with Hierarchical Concepts and Object Class Localization. 251-258 - Li Weng, I-Hong Jhuo, Miaojing Shi, Meng Sun, Wen-Huang Cheng, Laurent Amsaleg:
Supervised Multi-scale Locality Sensitive Hashing. 259-266 - Cheng Jin, Zheming Wang, Tianhao Zhang, Qinen Zhu, Yuejie Zhang:
A Novel Visual-Region-Descriptor-based Approach to Sketch-based Image Retrieval. 267-274 - Xiaoming Zhang, Zhoujun Li
Location Prediction of Social Images via Generative Model. 275-282 - André Mourão
Scalable Multimodal Search with Distributed Indexing by Sparse Hashing. 283-290 - Marcel Worring
Insight in Image Collections by Multimedia Pivot Tables. 291-298 - Yuchen Guo, Guiguang Ding, Qiang Liu:
Distribution Regularized Nonnegative Matrix Factorization for Transfer Visual Feature Learning. 299-306 - Junjie Cai, Michele Merler
Heterogeneous Semantic Level Features Fusion for Action Recognition. 307-314 - Shangrong Huang, Jian Zhang
Social Friend Recommendation Based on Network Correlation and Feature Co-Clustering. 315-322 - Eleftherios Spyromitros Xioufis
Improving Diversity in Image Search via Supervised Relevance Scoring. 323-330 - César Yugo Okada, Daniel Carlos Guimarães Pedronette
Unsupervised Distance Learning by Rank Correlation Measures for Image Retrieval. 331-338 - Yuancheng Ye, Xiaodong Yang, Yingli Tian
Exploring Pooling Strategies based on Idiosyncrasies of Spatio-Temporal Interest Points. 339-346 - Jian Wang, Yonghao He, Cuicui Kang, Shiming Xiang, Chunhong Pan:
Image-Text Cross-Modal Retrieval via Modality-Specific Feature Learning. 347-354 - Jiaming Zhang, Shuhui Wang, Qingming Huang:
Location-Based Parallel Tag Completion for Geo-tagged Social Image Retrieval. 355-362 - Yifang Yin
Exploiting Spatial Relationship between Scenes for Hierarchical Video Geotagging. 363-370 - Prithwi Raj Chakraborty, Ligang Zhang, Dian Tjondronegoro
Using Viewer's Facial Expression and Heart Rate for Sports Video Highlights Detection. 371-378 - Pengjing Zhang, Xiaoqing Zheng, Wenqiang Zhang, Siyan Li, Sheng Qian, Wenqi He, Shangtong Zhang, Ziyuan Wang:
A Deep Neural Network for Modeling Music. 379-386 - Hailiang Xu, Feng Su:
Robust Seed Localization and Growing with Deep Convolutional Features for Scene Text Detection. 387-394 - Amir Ghodrati, Xu Jia, Marco Pedersoli, Tinne Tuytelaars
Swap Retrieval: Retrieving Images of Cats When the Query Shows a Dog. 395-402 - Feng Su, Like Xue:
Graph Learning on K Nearest Neighbours for Automatic Image Annotation. 403-410 - Songle Chen, Zhengxing Sun, Yan Zhang:
Scalable Organization of Collections of Motion Capture Data via Quantitative and Qualitative Analysis. 411-418 - Shoou-I Yu, Lu Jiang, Zhongwen Xu, Yi Yang, Alexander G. Hauptmann:
Content-Based Video Search over 1 Million Videos with 1 Core in 1 Second. 419-426 - Pascal Mettes, Jan C. van Gemert, Spencer Cappallo, Thomas Mensink
Bag-of-Fragments: Selecting and Encoding Video Fragments for Event Detection and Recounting. 427-434 - Hao Ye, Zuxuan Wu, Rui-Wei Zhao, Xi Wang, Yu-Gang Jiang, Xiangyang Xue:
Evaluating Two-Stream CNN for Video Classification. 435-442
Short Paper Posters Session
- Jinhui Chen, Toru Nakashika, Tetsuya Takiguchi, Yasuo Ariki:
Content-based Image Retrieval Using Rotation-invariant Histograms of Oriented Gradients. 443-446 - Yang Zhou, Dan Zeng, Shiliang Zhang, Qi Tian:
Augmented Feature Fusion for Image Retrieval System. 447-450 - Yanyun Qu, Baopeng Zhang
Parallel AP Clustering and Re-ranking for Automatic Image-Text Alignment and Large-Scale Web Image Search. 451-454 - Esam Ghaleb, Makarand Tapaswi, Ziad Al-Halah
Accio: A Data Set for Face Track Retrieval in Movies Across Age. 455-458 - Kaiye Wang, Wei Wang, Liang Wang, Ran He:
A Two-step Approach to Cross-modal Hashing. 459-462 - Xiaoling Gu, Pai Peng, Mengwen Li, Sai Wu, Lidan Shou, Gang Chen:
Cross-Scenario Eyeglasses Retrieval via EGYPT Model. 463-466 - Yong Cheng, Zhixin Liu, Yun Zhao, Cheng Jin, Yuejie Zhang, Tao Zhang:
People News Search via Name-Face Association Analysis. 467-470 - Zhenzhong Kuang, Zongmin Li, Jianping Fan:
Discovering the Latent Similarities of the KNN Graph by Metric Transformation. 471-474 - Yanhao Zhang, Lei Qin, Shengping Zhang, Hongxun Yao, Qingming Huang:
Formation Period Matters: Towards Socially Consistent Group Detection via Dense Subgraph Seeking. 475-478 - Ronan Sicre, Hervé Jégou:
Memory Vectors for Particular Object Retrieval with Multiple Queries. 479-482 - Jinhui Tang
Semantic-aware Hashing for Social Image Retrieval. 483-486 - Lianli Gao, Jingkuan Song, Junming Shao, Xiaofeng Zhu
Zero-shot Image Categorization by Image Correlation Exploration. 487-490 - Yan Song, Ian McLoughlin
Deep Bottleneck Feature for Image Classification. 491-494 - Gang Wang, Ke Gao, Jintao Li:
Maximally Visual-Homogeneous Region Detector for Large Scale Image Retrieval. 495-498 - Kevin Lin
Rapid Clothing Retrieval via Deep Learning of Binary Codes and Hierarchical Search. 499-502 - Huu Ton Le, Syntyche Gbèhounou, Thierry Urruty
Information Gain Study for Visual Vocabulary Construction. 503-506 - Xu Tang, Cheng Deng, Xinbo Gao:
Discriminative Latent Feature Space Learning for Cross-Modal Retrieval. 507-510 - Xueming Qian, Dan Lu, Xiaoxiao Liu:
Image Retrieval by User-oriented Ranking. 511-514 - Yisi Zhao, Xueming Qian:
Spatial Constraint for Image Location Estimation. 515-518 - Cong Yang, Christian Feinen, Oliver Tiebe, Kimiaki Shirahama, Marcin Grzegorzek
Shape-based Object Matching Using Point Context. 519-522 - Yonghao He, Jian Wang, Cuicui Kang, Shiming Xiang, Chunhong Pan:
Large Scale Image Annotation via Deep Representation Learning and Tag Embedding Learning. 523-526 - Dimitrios Rafailidis
Probabilistic Matrix Factorization With Semantic And Visual Neighborhoods For Image Tag Completion. 527-530 - Olga Papadopoulou
Exploiting Multiple Web Resources towards Collecting Positive Training Samples for Visual Concept Learning. 531-534 - Moitreya Chatterjee, Anton Leuski:
CRMActive: An Active Learning Based Approach for Effective Video Annotation and Retrieval. 535-538 - Patrizia Varini, Giuseppe Serra, Rita Cucchiara:
Personalized Egocentric Video Summarization for Cultural Experience. 539-542 - Jialie Shen, Tao Mei, Dacheng Tao, Xuelong Li
EMIF: Towards a Scalable and Effective Indexing Framework for Large Scale Music Retrieval. 543-546 - Mang Ye
Specific Person Retrieval via Incomplete Text Description. 547-550 - Thi Quynh Nhi Tran, Hervé Le Borgne, Michel Crucianu:
Combining Generic and Specific Information for Cross-modal Retrieval. 551-554 - Bo Li, Yijuan Lu, Azeem Ghumman, Bradley Strylowski, Mario A. Gutierrez, Safiyah Sadiq, Scott Forster, Natacha Feola, Travis Bugerin:
3D Sketch-Based 3D Model Retrieval. 555-558 - Hao Kuang, Shiai Zhu, Abdulmotaleb El-Saddik
Boosting Prediction of Geo-location for Web Images Through Integrating Multiple Knowledge Sources. 559-562 - Xiaoxiao Shi, Shangfei Wang, Yachen Zhu:
Expression Recognition from Visible Images with the Help of Thermal Images. 563-566 - Liangliang Cao, Zhicheng Yan, John R. Smith:
Multi-facet Learning using Deep Convolutional Neural Network for Person-Related Categories in Photos. 567-570 - Changcheng Xiao, Changhu Wang, Liqing Zhang, Lei Zhang:
Sketch-based Image Retrieval via Shape Words. 571-574 - Zhen Gao, Shangfei Wang, Qiang Ji:
Multiple Aesthetic Attribute Assessment by Exploiting Relations Among Aesthetic Attributes. 575-578 - Zhen Gao, Shangfei Wang:
Emotion Recognition from EEG Signals using Hierarchical Bayesian Network with Privileged Information. 579-582 - Chen Ye, Jian Wu, Victor S. Sheng, Shiquan Zhao, Pengpeng Zhao, Zhiming Cui:
Multi-Label Active Learning with Chi-Square Statistics for Image Classification. 583-586 - Filip Radenovic, Hervé Jégou, Ondrej Chum
Multiple Measurements and Joint Dimensionality Reduction for Large Scale Image Search with Short Vectors. 587-590 - Eva Mohedano, Kevin McGuinness
Exploring EEG for Object Detection and Retrieval. 591-594 - Andrei Bursuc, Giorgos Tolias
Kernel Local Descriptors with Implicit Rotation Matching. 595-598 - Qin Jin, Junwei Liang
Semantic Concept Annotation For User Generated Videos Using Soundtracks. 599-602 - Venkatesh N. Murthy, Subhransu Maji, R. Manmatha:
Automatic Image Annotation using Deep Learning Representations. 603-606 - Soumyadeb Chowdhury, Philip J. McParlane, Md. Sadek Ferdous
"My Day in Review": Visually Summarising Noisy Lifelog Data. 607-610 - Khalid Ashraf, Benjamin Elizalde, Forrest N. Iandola, Matthew W. Moskewicz, Julia Bernd
Audio-Based Multimedia Event Detection with DNNs and Sparse Sampling. 611-614 - Xiao-Jiao Mao, Zhen-fei Ju, Rui Xu, Yu-Bin Yang:
Learning Binary Codes for Hashing via Feature Decomposition. 615-618 - Lei Pang, Chong-Wah Ngo
Mutlimodal Learning with Deep Boltzmann Machine for Emotion Prediction in User Generated Videos. 619-622 - Zhineng Chen, Bailan Feng, Chong-Wah Ngo
Improving Automatic Name-Face Association using Celebrity Images on the Web. 623-626
Special Poster Session: Person Search and Verification from Rich Media Data
- Liliang Zhang, Liang Lin, Xian Wu, Shengyong Ding, Lei Zhang
End-to-End Photo-Sketch Generation via Fully Convolutional Representation Learning. 627-634 - Jinxian Qin, Yaqian Zhou, Hong Lu, Heqing Ya:
Teaching Video Analytics Based on Student Spatial and Temporal Behavior Mining. 635-642 - Sachin Sudhakar Farfade, Mohammad J. Saberian, Li-Jia Li
Multi-view Face Detection Using Deep Convolutional Neural Networks. 643-650
Demonstrations
- Gang Yang, Jieping Xu
Music Positioning and Annotation For Television Videos. 651-654 - Bo Li, Yijuan Lu, Azeem Ghumman, Bradley Strylowski, Mario A. Gutierrez, Safiyah Sadiq, Scott Forster, Natacha Feola, Travis Bugerin:
KinectSBR: A Kinect-Assisted 3D Sketch-Based 3D Model Retrieval System. 655-656 - Haojin Yang, Cheng Wang, Xiaoyin Che, Sheng Luo, Christoph Meinel:
An Improved System For Real-Time Scene Text Recognition. 657-660 - Pierre Letessier, Nicolas Hervé
DigInPix: Visual Named-Entities Identification in Images and Videos. 661-664 - Yingying Chen, Jinqiao Wang, Jing Liu, Hanqing Lu:
Mobile Media Thumbnailing. 665-666 - Changcheng Xiao, Changhu Wang, Liqing Zhang, Lei Zhang:
IdeaPanel: A Large Scale Interactive Sketch-based Image Search System. 667-668 - Sheng Tang, Hui Chen, Yu Li, Jun Bin Xiao, Jintao Li:
A Sparse Ensemble Learning System For Efficient Semantic Indexing. 669-670 - Ahmad M. Qamar, Ahmed Riaz Khan, Syed Osama Hussain, Mohamed Abdur Rahman
A Multi-Sensory Gesture-Based Occupational Therapy Environment for Controlling Home Appliances. 671-674 - Shicheng Xu, Huan Li, Xiaojun Chang
Incremental Multimodal Query Construction for Video Search. 675-678
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