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GalSOM - Colour-Based Image Browsing and Retrieval with Tree-Structured Self-Organising Maps

Prentis, Philip



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Abstract:
This paper describes an image browsing and retrieval application called GalSOM. Bitmap images are described by their colour histograms and sorted using an improved variant of the tree-structured self-organising map (TS-SOM) algorithm. The advantages of using such a system are discussed in detail, and their application to the problem of image theft detection is proposed.


Keywords: image browsing, content-based image retrieval (CBIR), colour histograms, tree-structured self-organising maps (TS-SOM), image theft detection
Institution: Faculty of Technology, Research Groups in Informatics
DDC classification: Data processing, computer science, computer systems

Suggested Citation:
Prentis, Philip  (2007)  GalSOM - Colour-Based Image Browsing and Retrieval with Tree-Structured Self-Organising Maps.


URL: http://biecoll.ub.uni-bielefeld.de/volltexte/2007/164



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