Distinctive Image Features from Scale-Invariant Keypoints
International Journal of Computer Vision
An efficient parts-based near-duplicate and sub-image retrieval system
Proceedings of the 12th annual ACM international conference on Multimedia
Detecting image near-duplicate by stochastic attributed relational graph matching with learning
Proceedings of the 12th annual ACM international conference on Multimedia
AnnoSearch: Image Auto-Annotation by Search
CVPR '06 Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 2
2006 Special Issue: Modeling attention to salient proto-objects
Neural Networks
Near-Duplicate Keyframe Identification With Interest Point Matching and Pattern Learning
IEEE Transactions on Multimedia
Feature classification for representative photo selection
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Location sensitive indexing for image-based advertising
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Smart batch tagging of photo albums
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Automatic summarization of travel photos using near-duplication detection and feature filtering
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Journal of Visual Communication and Image Representation
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This paper presents two applications about representative photo selection and smart thumbnailing using the results of near-duplicate detection. For a given photo cluster, near-duplicate photo pairs are first determined, and the relationships between them are modeled by a graph. The most typical one is then automatically selected by examining the mutual relation between them. For smart thumbnailing, we determine the region-of-interest of the selected representative photo based on locally matched feature points, which is a view different from conventional saliency-based approaches. The experiments show satisfactory performance in representative selection and promising results in ROI determination.