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ICMR 2014: Glasgow, United Kingdom
- Mohan S. Kankanhalli, Stefan M. Rüger, R. Manmatha, Joemon M. Jose, Keith van Rijsbergen:
International Conference on Multimedia Retrieval, ICMR '14, Glasgow, United Kingdom - April 01 - 04, 2014. ACM 2014, ISBN 978-1-4503-2782-4
Event Detection
- Jiawei Chen, Yin Cui, Guangnan Ye, Dong Liu, Shih-Fu Chang:
Event-Driven Semantic Concept Discovery by Exploiting Weakly Tagged Internet Images. 1 - Kimiaki Shirahama, Marcin Grzegorzek
, Kuniaki Uehara:
Multimedia Event Detection Using Hidden Conditional Random Fields. 9 - AmirHossein Habibian, Thomas Mensink
Composite Concept Discovery for Zero-Shot Video Event Detection. 17 - Nikolaos Gkalelis, Vasileios Mezaris:
Video event detection using generalized subclass discriminant analysis and linear support vector machines. 25
Image Retrieval and Browsing
- Joan Guisado-Gámez, David Dominguez-Sal, Josep Lluís Larriba-Pey
Massive Query Expansion by Exploiting Graph Knowledge Bases for Image Retrieval. 33 - Qingjun Luo, Shiliang Zhang, Tiejun Huang, Wen Gao, Qi Tian:
Superimage: Packing Semantic-Relevant Images for Indexing and Retrieval. 41 - Giulia Fanti, Matthieu Finiasz, Gerald Friedland, Kannan Ramchandran:
Toward efficient, privacy-aware media classification on public databases. 49 - Luming Zhang, Yi Yang, Roger Zimmermann
Discriminative Cellets Discovery for Fine-Grained Image Categories Retrieval. 57 - Roman Ganhör:
Athmos: Focus+Context for Browsing in Mobile Thumbnail Collections. 65
Image Annotation
- Lamberto Ballan
A Cross-media Model for Automatic Image Annotation. 73 - Yang Yang, Yue Gao, Hanwang Zhang
Image Tagging with Social Assistance. 81 - Michael E. Houle, Xiguo Ma, Vincent Oria, Jichao Sun:
Improving the Quality of K-NN Graphs for Image Databases through Vector Sparsification. 89 - Tiancai Ye, Dongming Zhang, Guoqing Jin, Ke Gao, Xiaoguang Gu, Yongdong Zhang:
Monte Carlo Sampling based Salient Region Detection. 97
Best Paper Session
- Subhabrata Bhattacharya, Felix X. Yu, Shih-Fu Chang:
Minimally Needed Evidence for Complex Event Recognition in Unconstrained Videos. 105 - Sean Moran, Victor Lavrenko:
Sparse Kernel Learning for Image Annotation. 113 - Lu Jiang, Wei Tong, Deyu Meng, Alexander G. Hauptmann:
Towards Efficient Learning of Optimal Spatial Bag-of-Words Representations. 121 - Winn Voravuthikunchai, Bruno Crémilleux, Frédéric Jurie:
Image re-ranking based on statistics of frequent patterns. 129
Video Classification, Retrieval and Recommendation
- Makarand Tapaswi, Martin Bäuml, Rainer Stiefelhagen:
Story-based Video Retrieval in TV series using Plot Synopses. 137 - Jasper R. R. Uijlings, I. C. Duta, Negar Rostamzadeh, Nicu Sebe
Realtime Video Classification using Dense HOF/HOG. 145 - Rogério Schmidt Feris, Russell Bobbitt, Lisa M. Brown, Sharath Pankanti:
Attribute-based People Search: Lessons Learnt from a Practical Surveillance System. 153 - Peter Knees
Improving Neighborhood-Based Collaborative Filtering by Reducing Hubness. 161
Harvesting and Analyzing Live Social Media Data
- Yue Gao, Fanglin Wang, Huan-Bo Luan, Tat-Seng Chua:
Brand Data Gathering From Live Social Media Streams. 169 - Yun Yang, Peng Cui, Wenwu Zhu, H. Vicky Zhao, Yuanyuan Shi, Shiqiang Yang:
Emotionally Representative Image Discovery for Social Events. 177 - Zhiyong Cheng, Jialie Shen:
Just-for-Me: An Adaptive Personalization System for Location-Aware Social Music Recommendation. 185 - Lu Jiang, Yajie Miao, Yi Yang, Zhen-Zhong Lan, Alexander G. Hauptmann:
Viral Video Style: A Closer Look at Viral Videos on YouTube. 193 - Minh-Son Dao, Siripen Pongpaichet, Laleh Jalali, Kyoung-Sook Kim
A Real-time Complex Event Discovery Platform for Cyber-Physical-Social Systems. 201
User-centric Video Search and Hyperlinking
- Werner Bailer, Michal Lokaj, Harald Stiegler:
Context in Video Search: Is Close-by Good Enough When Using Linking? 209 - Petra Galuscáková
Experiments with Segmentation Strategies for Passage Retrieval in Audio-Visual Documents. 217 - Chidansh Amitkumar Bhatt, Nikolaos Pappas
Multimodal Reranking of Content-based Recommendations for Hyperlinking Video Snippets. 225
Full papers
- Yan-Ying Chen, Tao Chen, Winston H. Hsu, Hong-Yuan Mark Liao, Shih-Fu Chang:
Predicting Viewer Affective Comments Based on Image Content in Social Media. 233 - Chen Sun, J. Brian Burns, Ram Nevatia, Cees Snoek, Bob Bolles, Gregory K. Myers, Wen Wang, Eric Yeh:
ISOMER: Informative Segment Observations for Multimedia Event Recounting. 241 - Thierry Urruty
Iterative Random Visual Word Selection. 249 - David Etter, Carlotta Domeniconi:
Semi-Supervised Rank Learning for Multimedia Known-Item Search. 257 - Bahjat Safadi, Mathilde Sahuguet, Benoit Huet
When textual and visual information join forces for multimedia retrieval. 265 - Chreston A. Miller
Search Strategies for Pattern Identification in Multimodal Data: Three Case Studies. 273 - Xinghui Dong, Thomas S. Methven
How Well Do Computational Features Perceptually Rank Textures? A Comparative Evaluation. 281 - Ethem F. Can, R. Manmatha:
Modeling Concept Dependencies for Event Detection. 289 - Lu Jiang, Teruko Mitamura, Shoou-I Yu, Alexander G. Hauptmann:
Zero-Example Event Search using MultiModal Pseudo Relevance Feedback. 297 - Chenqiang Gao, Deyu Meng, Wei Tong, Yi Yang, Yang Cai, Haoquan Shen, Gaowen Liu, Shicheng Xu, Alexander G. Hauptmann:
Interactive Surveillance Event Detection through Mid-level Discriminative Representation. 305 - Stuart James
ReEnact: Sketch based Choreographic Design from Archival Dance Footage. 313 - Behjat Siddiquie, Brandyn White, Abhishek Sharma, Larry S. Davis:
Multi-Modal Image Retrieval for Complex Queries using Small Codes. 321 - Jonathon S. Hare, Jamie Davies, Sina Samangooei, Paul H. Lewis:
Placing Photos with a Multimodal Probability Density Function. 329 - Dalia Coppi, Teofilo de Campos
On detection of novel categories and subcategories of images using incongruence. 337 - Daniel Carlos Guimarães Pedronette
Unsupervised Distance Learning By Reciprocal kNN Distance for Image Retrieval. 345 - Christian Schulze, Dominik Henter, Damian Borth, Andreas Dengel:
Automatic Detection of CSA Media by Multi-modal Feature Fusion for Law Enforcement Support. 353 - Mariane Moreira, Jefersson Alex dos Santos, Adriano Veloso:
Learning to Rank Similar Apparel Styles with Economically-Efficient Rule-Based Active Learning. 361 - Venkatesh N. Murthy, Ethem F. Can, R. Manmatha:
A Hybrid Model for Automatic Image Annotation. 369 - Fabian Caba Heilbron, Juan Carlos Niebles
Collecting and Annotating Human Activities in Web Videos. 377 - Philip J. McParlane, Yashar Moshfeghi
"Nobody comes here anymore, it's too crowded"; Predicting Image Popularity on Flickr. 385 - Matyas Jani, Gergely Lukács, György Takács:
Experimental Investigation of Transitions for Mixed Speech and Music Playlist Generation. 392
Short papers
- Yin-Hsi Kuo, Winston H. Hsu:
Rank-Preserving and Unsupervised Hash Learning from Auxiliary Contextual Cues. 399 - Carlo Bernaschina, Piero Fraternali, Luca Galli, Davide Martinenghi
Robust aggregation of GWAP tracks for local image annotation. 403 - Junjie Cai, Qiong Liu, Francine Chen, Dhiraj Joshi, Qi Tian:
Scalable Image Search with Multiple Index Tables. 407 - Giuseppe Serra
Covariance of Covariance Features for Image Classification. 411 - Yang Cao, Ke Gao, Sheng Tang, Yongdong Zhang:
A Representative Local Region Detector Based On Color-Contrast-MSER. 415 - Chun-Yu Tsai, Michelle L. Alexander, Nnenna Okwara, John R. Kender:
Highly Efficient Multimedia Event Recounting from User Semantic Preferences. 419 - Jieping Xu
Source Separation Improves Music Emotion Recognition. 423 - Shuai Ren, Cheng Jin, Chang Sun, Yuejie Zhang:
Sketch-Based Image Retrieval via Adaptive Weighting. 427 - Josip Krapac, Florent Perronnin, Teddy Furon, Hervé Jégou:
Instance classification with prototype selection. 431 - Abdelkader Hamadi
Infrequent concept pairs detection in multimedia documents. 435 - Giuseppe Amato
Indexing Vectors of Locally Aggregated Descriptors Using Inverted Files. 439 - Usman Farrokh Niaz, Bernard Mérialdo:
Selective Multi-cotraining for Video Concept Detection. 443 - Paul Martin, Antoine Doucet
Dating Color Images with Ordinal Classification. 447 - Thomas Mensink
The Rijksmuseum Challenge: Museum-Centered Visual Recognition. 451 - Subhradeep Kayal:
Improved Hierarchical Clustering for Face Images in Videos: Integrating positional and temporal information with HAC. 455 - Masoud Mazloom, Xirong Li
Few-Example Video Event Retrieval using Tag Propagation. 459 - Tomoko Kajiyama, Shin'ichi Satoh:
An Application Search Interface Including Sense-related Search Facets. 463 - Gaowen Liu, Yan Yan, Chenqiang Gao, Wei Tong, Alexander G. Hauptmann, Nicu Sebe
The Mystery of Faces: Investigating Face Contribution for Multimedia Event Detection. 467 - Yi-De Lin, Yen-Liang Lin, Winston H. Hsu:
Efficient Face Detection by Leveraging Knowledge from Large-Scale Photos. 471 - Song Wu, Michael S. Lew:
Salient features for visual word based image copy detection. 475 - Marco A. Hudelist, Claudiu Cobârzan, Klaus Schoeffmann:
OpenCV Performance Measurements on Mobile Devices. 479 - Nadia Derbas, Georges Quénot:
Joint Audio-Visual Words for Violent Scenes Detection in Movies. 483 - Kosuke Kato, Ichiro Ide
Estimation of the Representative Story Transition in a Chronological Semantic Structure of News Topics. 487 - Serwah Sabetghadam, Mihai Lupu, Ralf Bierig
A Combined Approach of Structured and Non-structured IR in Multimodal Domain. 491 - Jinghui Mo, Yansong Feng, Dongyan Zhao:
A Robust Audio Similarity Estimation Method for Audio Alignment in Mobile Karaoke Apps. 495 - AmirHossein Habibian, Cees G. M. Snoek:
Stop-Frame Removal Improves Web Video Classification. 499 - Antoine Widmer, Roger Schaer, Dimitrios Markonis, Henning Müller
Gesture Interaction for Content-based Medical Image Retrieval. 503
Demo session
- Markus Schedl, Georg Breitschopf, Bogdan Ionescu:
Mobile Music Genius: Reggae at the Beach, Metal on a Friday Night? 507 - Qi Zhang, Simon Zaaijer, Song Wu, Michael S. Lew:
3D Image Browsing: The Planets. 511 - Song Tan, Chong-Wah Ngo
CeleBrowser: An example of browsing big data on small device. 514 - AmirHossein Habibian, Masoud Mazloom, Cees G. M. Snoek:
On-the-Fly Video Event Search by Semantic Signatures. 518 - Dominique Maniry, Esra Acar, Frank Hopfgartner
A Visualization Tool for Violent Scenes Detection. 522 - Jakub Lokoc
On Effective Known Item Video Search Using Feature Signatures. 524 - Hervé Goëau
Pl@ntNet Mobile 2014: Android port and new features. 527 - Md. Abdur Rahman, Delwar Hossain, Ahmad M. Qamar, Faizan Ur Rehman
A Low-cost Serious Game Therapy Environment with Inverse Kinematic Feedback for Children Having Physical Disability. 529 - Andréa Britto Mattos, Ricardo Guimarães Herrmann, Kelly Kiyumi Shigeno, Rogério Schmidt Feris:
Flower Classification for a Citizen Science Mobile App. 532 - Michael Riegler, Mathias Lux, Vincent Charvillat, Axel Carlier, Raynor Vliegendhart, Martha A. Larson:
VideoJot: A Multifunctional Video Annotation Tool. 534 - Svetlana Kordumova, Christoph Kofler, Dennis C. Koelma, Bouke Huurnink, Bauke Freiburg, Joris Kleinveld, Manuel van Rijn, Marco van Deursen, Martha A. Larson, Cees G. M. Snoek:
SocialZap: Catch-up on Interesting Television Fragments Discovered from Social Media. 538 - Michal Batko, Petra Budíková
CLAN Photo Presenter: Multi-modal Summarization Tool for Image Collections. 541 - Ralf Bierig
A System Framework for Concept- and Credibility-Based Multimedia Retrieval. 543
Doctoral Session
- Serwah Sabetghadam:
Astera - A model for Multimodal IR with a Combined Approach of Structured and Non-structured Retrieval. 551
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