NDLI: Image retrieval system based on combined MPEG-7 texture and Colour Descriptors

Content Provider	IEEE Xplore Digital Library
Author	Bleschke, M. Madonski, R. Rudnicki, R.
Copyright Year	2009
Description	Author affiliation: Poznan University of Technology, Poland (Bleschke, M.; Madonski, R.; Rudnicki, R.)
Abstract	The MPEG-7 standard is one of the first to address the issue of multimedia content with full attention. It aims to set up a standard framework for describing all aspects of items audiovisual data, including low-level descriptions of objects in an image (such as shape, texture, colour and motion). By choosing a particular set of MPEG-7 texture and colour descriptors and testing them both individually, and in various combinations, this paper proves that texture and colour descriptors binded together provide better results than when used separately. The experiments results show that Edge Histogram Descriptor mixed with combined Colour Layout Descriptor, Scalable Colour Descriptor256, and Colour Structure Descriptor and Edge Histogram Descriptor mixed with Scalable Colour Descriptor256 give most satisfying image retrieval effectiveness.
Starting Page	635
Ending Page	639
File Size	747706
Page Count	5
File Format	PDF
ISBN	9781424447985
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2009-06-25
Publisher Place	Poland
Access Restriction	Subscribed
Rights Holder	Tech Univ of Lodz
Subject Keyword	EHD Content based retrieval Shape MPEG-7 Image retrieval Humans MPEG 7 Standard Digital cameras Data mining Histograms SCD CSD CLD Internet Testing
Content Type	Text
Resource Type	Article

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