VisualSEEk: a fully automated content-based image query system
MULTIMEDIA '96 Proceedings of the fourth ACM international conference on Multimedia
Wavelet-based image indexing techniques with partial sketch retrieval capability
IEEE ADL '97 Proceedings of the IEEE international forum on Research and technology advances in digital libraries
NeTra: a toolbox for navigating large image databases
Multimedia Systems - Special issue on video content based retrieval
Finding salient regions in images: nonparametric clustering for image segmentation and grouping
Computer Vision and Image Understanding - Special issue on content-based access for image and video libraries
Unsupervised Segmentation of Color-Texture Regions in Images and Video
IEEE Transactions on Pattern Analysis and Machine Intelligence
Edge-Region-Based Segmentation of Range Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Blobworld: A System for Region-Based Image Indexing and Retrieval
VISUAL '99 Proceedings of the Third International Conference on Visual Information and Information Systems
Unsupervised Extraction of Salient Region-Descriptors for Content Based Image Retrieval
ICIAP '99 Proceedings of the 10th International Conference on Image Analysis and Processing
A survey of content-based image retrieval with high-level semantics
Pattern Recognition
Color Texture Segmentation Using Color Transform and Feature Distributions
IEICE - Transactions on Information and Systems
A fast MPEG-7 dominant color extraction with new similarity measure for image retrieval
Journal of Visual Communication and Image Representation
Region-based image retrieval using color-size features of watershed regions
Journal of Visual Communication and Image Representation
Semantic image retrieval using region-based relevance feedback
AMR'06 Proceedings of the 4th international conference on Adaptive multimedia retrieval: user, context, and feedback
IEEE Transactions on Multimedia
IEEE Transactions on Multimedia
Image Retrieval With Relevance Feedback Based on Graph-Theoretic Region Correspondence Estimation
IEEE Transactions on Multimedia
Color-Based Image Salient Region Segmentation Using Novel Region Merging Strategy
IEEE Transactions on Multimedia
Multilabel Neighborhood Propagation for Region-Based Image Retrieval
IEEE Transactions on Multimedia
IEEE Transactions on Image Processing
An efficient and effective region-based image retrieval framework
IEEE Transactions on Image Processing
Combined morphological-spectral unsupervised image segmentation
IEEE Transactions on Image Processing
Relevance feedback using generalized Bayesian framework with region-based optimization learning
IEEE Transactions on Image Processing
Relevance feedback: a power tool for interactive content-based image retrieval
IEEE Transactions on Circuits and Systems for Video Technology
Relevance feedback in region-based image retrieval
IEEE Transactions on Circuits and Systems for Video Technology
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This paper proposes an effective region-based image retrieval technique based on novel salient region segmentation and relevance feedback. With a good and fast segmentation technique, our system achieves an on-the-fly segmentation capability, which enables users to select particular regions for matching and feedbacks without waiting for image segmentation. Therefore, we adopt a relatively simple feedback schemes to derive the intent of the user. The experimental results show that the system performance is greatly improved with this capability. Furthermore, a Quick-match algorithm is also presented in this paper. The mechanism of the Quick-match algorithm is to exclude from distance computation regions that are of low possibility to be the top-Mmatches. This algorithm excludes most of regions from distance computation and therefore greatly cuts down the turnaround time of the retrieval with slightly degradation of precision.