Stochastic Complexity in Statistical Inquiry Theory
Stochastic Complexity in Statistical Inquiry Theory
Cumulated gain-based evaluation of IR techniques
ACM Transactions on Information Systems (TOIS)
Distinctive Image Features from Scale-Invariant Keypoints
International Journal of Computer Vision
To search or to label?: predicting the performance of search-based automatic image classifiers
MIR '06 Proceedings of the 8th ACM international workshop on Multimedia information retrieval
VirtualTour: an online travel assistant based on high quality images
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Discriminative training of GMM for speaker identification
ICASSP '96 Proceedings of the Acoustics, Speech, and Signal Processing, 1996. on Conference Proceedings., 1996 IEEE International Conference - Volume 01
Flickr tag recommendation based on collective knowledge
Proceedings of the 17th international conference on World Wide Web
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Real-Time Computerized Annotation of Pictures
IEEE Transactions on Pattern Analysis and Machine Intelligence
MM '08 Proceedings of the 16th ACM international conference on Multimedia
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Learning tag relevance by neighbor voting for social image retrieval
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
Visual diversification of image search results
Proceedings of the 18th international conference on World wide web
Proceedings of the 18th international conference on World wide web
Inferring semantic concepts from community-contributed images and noisy tags
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Unified video annotation via multigraph learning
IEEE Transactions on Circuits and Systems for Video Technology
NUS-WIDE: a real-world web image database from National University of Singapore
Proceedings of the ACM International Conference on Image and Video Retrieval
Beyond distance measurement: constructing neighborhood similarity for video annotation
IEEE Transactions on Multimedia - Special section on communities and media computing
Event driven summarization for web videos
WSM '09 Proceedings of the first SIGMM workshop on Social media
Exploring large scale data for multimedia QA: an initial study
Proceedings of the ACM International Conference on Image and Video Retrieval
An integrated aurora image retrieval system: AuroraEye
Journal of Visual Communication and Image Representation
Proceedings of the international conference on Multimedia
3D object retrieval with bag-of-region-words
Proceedings of the international conference on Multimedia
Surfing on artistic documents with visually assisted tagging
Proceedings of the international conference on Multimedia
Intelligent query: open another door to 3d object retrieval
Proceedings of the international conference on Multimedia
Automatic image semantic interpretation using social action and tagging data
Multimedia Tools and Applications
Social image annotation via cross-domain subspace learning
Multimedia Tools and Applications
Multimedia Tools and Applications
Social image search with diverse relevance ranking
MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling
Mediapedia: mining web knowledge to construct multimedia encyclopedia
MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling
Learning cooking techniques from youtube
MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling
Video reference: a video question answering engine
MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling
Multimedia encyclopedia construction by mining web knowledge
Signal Processing
Picture tags and world knowledge: learning tag relations from visual semantic sources
Proceedings of the 21st ACM international conference on Multimedia
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Visual-word based image representation has shown effectiveness in a wide variety of applications such as categorization, annotation and search. By detecting keypoints in images and treating their patterns as visual words, an image can be represented as a bag of visual words, which is analogous to the bag-of-words representation of text documents. In this paper, we introduce a corpus named visual tag dictionary. Unlike the conventional dictionaries that define terms with textual words, the visual tag dictionary interprets each tag with visual words. The dictionary is constructed in a fully automatic way by exploring the tagged image data on the Internet. With this dictionary, tags and images are connected via visual words and many applications can be thus facilitated. As examples, we empirically demonstrate the effectiveness of the dictionary in tag-based image search, tag ranking and image annotation.