IRM: integrated region matching for image retrieval
MULTIMEDIA '00 Proceedings of the eighth ACM international conference on Multimedia
Scalable integrated region-based image retrieval using IRM and statistical clustering
Proceedings of the 1st ACM/IEEE-CS joint conference on Digital libraries
A Region-Based Fuzzy Feature Matching Approach to Content-Based Image Retrieval
IEEE Transactions on Pattern Analysis and Machine Intelligence
eID: a system for exploration of image databases
Information Processing and Management: an International Journal
Content-based image retrieval by clustering
MIR '03 Proceedings of the 5th ACM SIGMM international workshop on Multimedia information retrieval
Distributed content-based visual information retrieval system on peer-to-peer networks
ACM Transactions on Information Systems (TOIS)
A content-based image retrieval system for fish taxonomy
Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval
Fast similarity join for multi-dimensional data
Information Systems
Standards for image annotation using Semantic Web
Computer Standards & Interfaces
A neural network based CBIR system using STI features and relevance feedback
Intelligent Data Analysis
Automatic hierarchical color image classification
EURASIP Journal on Applied Signal Processing
Image retrieval ++--web image retrieval with an enhanced multi-modality ontology
Multimedia Tools and Applications
Content-based image retrieval with the normalized information distance
Computer Vision and Image Understanding
A knowledge based approach for a fast image retrieval system
Image and Vision Computing
Region-based image retrieval using color-size features of watershed regions
Journal of Visual Communication and Image Representation
Semantic analysis of real-world images using support vector machine
Expert Systems with Applications: An International Journal
Adapting indexing trees to data distribution in feature spaces
Computer Vision and Image Understanding
A method using locality-sensitive hashing for large-scale content-based image retrieval
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
Building image retrieval using color and line features
ISCIT'09 Proceedings of the 9th international conference on Communications and information technologies
RAF: an activation framework for refining similarity queries using learning techniques
DASFAA'06 Proceedings of the 11th international conference on Database Systems for Advanced Applications
Computer Vision and Image Understanding
Content-based image retrieval using color and texture fused features
Mathematical and Computer Modelling: An International Journal
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To address the emerging needs of applications that require access to and retrieval of multimedia objects, we have started a Multimedia Analysis and Retrieval Systems (MARS) project at the University of Illinois. As a first step towards the project, we have designed and implemented an image analysis and retrieval system. This paper provides an overview of the retrieval subsystem of MARS and its support for content-based queries over image databases. Content-based retrieval techniques have been extensively studied for textual documents in the area of automatic information retrieval. This paper describes how these techniques can be adapted for ranked retrieval over image databases. Specifically, we discuss the ranking and retrieval algorithms developed in MARS based on an extended Boolean Retrieval Model and describe the results of our experiments in determining the resulting retrieval effectiveness.