Introduction to statistical pattern recognition (2nd ed.)
Introduction to statistical pattern recognition (2nd ed.)
The R*-tree: an efficient and robust access method for points and rectangles
SIGMOD '90 Proceedings of the 1990 ACM SIGMOD international conference on Management of data
Information retrieval: data structures and algorithms
Information retrieval: data structures and algorithms
Fuzzy sets and fuzzy logic: theory and applications
Fuzzy sets and fuzzy logic: theory and applications
VisualSEEk: a fully automated content-based image query system
MULTIMEDIA '96 Proceedings of the fourth ACM international conference on Multimedia
Visual information retrieval
Content-Based Image Retrieval at the End of the Early Years
IEEE Transactions on Pattern Analysis and Machine Intelligence
PicSOM—content-based image retrieval with self-organizing maps
Pattern Recognition Letters - Selected papers from the 11th scandinavian conference on image analysis
Principles of visual information retrieval
Principles of visual information retrieval
Pattern Recognition with Fuzzy Objective Function Algorithms
Pattern Recognition with Fuzzy Objective Function Algorithms
Self-Organizing Maps
Using Relevance Feedback in Content-Based Image Metasearch
IEEE Internet Computing
Semantics in Visual Information Retrieval
IEEE MultiMedia
A Survey on Content-Based Retrieval for Multimedia Databases
IEEE Transactions on Knowledge and Data Engineering
ImageRover: A Content-Based Image Browser for the World Wide Web
CAIVL '97 Proceedings of the 1997 Workshop on Content-Based Access of Image and Video Libraries (CBAIVL '97)
A novel log-based relevance feedback technique in content-based image retrieval
Proceedings of the 12th annual ACM international conference on Multimedia
IEEE Transactions on Multimedia
IEEE Transactions on Image Processing
PicToSeek: combining color and shape invariant features for image retrieval
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
Graph-based representation for similarity retrieval of symbolic images
Data & Knowledge Engineering
A flexible framework to ease nearest neighbor search in multidimensional data spaces
Data & Knowledge Engineering
Expert system design using wavelet and color vocabulary trees for image retrieval
Expert Systems with Applications: An International Journal
Region-based image retrieval using the semantic cluster matrix and adaptive learning
International Journal of Computational Science and Engineering
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Most of the retrieval systems concentrate much on low-level features such as color, texture, shape, position, etc. The present system is mainly developed based on the visual descriptors of the image such as color, texture and shape descriptors. We have used unsupervised Kohonen's self-organizing maps (SOM) technique to train the images and our own indexing scheme with reference system based on R-tree SOM. We proposed an approach, fuzzy color histogram, for color retrieval and Lie descriptors for the retrieval of shapes. We have performed experiments and tested the proposed approach with our own image database constructed from Corel photo gallery.