A model for weighting image objects in home photographs
Proceedings of the 14th ACM international conference on Information and knowledge management
Content-based image retrieval: approaches and trends of the new age
Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval
Effective and efficient object-based image retrieval using visual phrases
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Attention-driven image interpretation with application to image retrieval
Pattern Recognition
A learning state-space model for image retrieval
EURASIP Journal on Applied Signal Processing
Image retrieval: Ideas, influences, and trends of the new age
ACM Computing Surveys (CSUR)
Relevance feedback for category search in music retrieval based on semantic concept learning
Multimedia Tools and Applications
Journal of Systems and Software
Constructing visual phrases for effective and efficient object-based image retrieval
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Image Restoration Using Piecewise Iterative Curve Fitting and Texture Synthesis
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Theoretical and Methodological Issues
Adaptive image retrieval based on the spatial organization of colors
Computer Vision and Image Understanding
SIFT-Bag kernel for video event analysis
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Region-based image retrieval using color-size features of watershed regions
Journal of Visual Communication and Image Representation
FReBIR: An image retrieval system based on fuzzy region matching
Computer Vision and Image Understanding
A unified image retrieval framework on local visual and semantic concept-based feature spaces
Journal of Visual Communication and Image Representation
Proceedings of the ACM International Conference on Image and Video Retrieval
Text-based video content classification for online video-sharing sites
Journal of the American Society for Information Science and Technology
Effective color image retrieval based on the gaussian mixture model
CCIW'11 Proceedings of the Third international conference on Computational color imaging
A query expansion framework in image retrieval domain based on local and global analysis
Information Processing and Management: an International Journal
A review on automatic image annotation techniques
Pattern Recognition
Image retrieval based on Gaussian mixture approach to color localization
ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing: Part I
Histogram-based image hashing for searching content-preserving copies
Transactions on data hiding and multimedia security VI
A relevance feedback approach for content based image retrieval using gaussian mixture models
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
Hierarchical machine learning – a learning methodology inspired by human intelligence
RSKT'06 Proceedings of the First international conference on Rough Sets and Knowledge Technology
IWDM'06 Proceedings of the 8th international conference on Digital Mammography
A novel region-based image retrieval algorithm using selective visual attention model
ACIVS'05 Proceedings of the 7th international conference on Advanced Concepts for Intelligent Vision Systems
Region filtering using color and texture features for image retrieval
CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval
A novel graph kernel based SVM algorithm for image semantic retrieval
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
Region-based semantic similarity propagation for image retrieval
PCM'06 Proceedings of the 7th Pacific Rim conference on Advances in Multimedia Information Processing
Image retrieval using spatial color and edge detection
PCM'05 Proceedings of the 6th Pacific-Rim conference on Advances in Multimedia Information Processing - Volume Part I
Multimedia Tools and Applications
Interactive tool for image annotation using a semi-supervised and hierarchical approach
Computer Standards & Interfaces
Selective color image retrieval based on the gaussian mixture model
ACIVS'12 Proceedings of the 14th international conference on Advanced Concepts for Intelligent Vision Systems
Sparse Based Image Classification With Bag-of-Visual-Words Representations
International Journal of Software Science and Computational Intelligence
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An image retrieval framework that integrates efficient region-based representation in terms of storage and complexity and effective on-line learning capability is proposed. The framework consists of methods for region-based image representation and comparison, indexing using modified inverted files, relevance feedback, and learning region weighting. By exploiting a vector quantization method, both compact and sparse (vector) region-based image representations are achieved. Using the compact representation, an indexing scheme similar to the inverted file technology and an image similarity measure based on Earth Mover's Distance are presented. Moreover, the vector representation facilitates a weighted query point movement algorithm and the compact representation enables a classification-based algorithm for relevance feedback. Based on users' feedback information, a region weighting strategy is also introduced to optimally weight the regions and enable the system to self-improve. Experimental results on a database of 10 000 general-purposed images demonstrate the efficiency and effectiveness of the proposed framework.