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Frequency : 12 issues per year
Subject : Computer Applications and Technology
ISSN : 2319–8656 (Online)
Home Archives Volume 5 Issue 4 ijcatr05041006

IJCATR Volume 5 Issue 4

Powerful Combination of Color Descriptor and LBP Descriptor for Image Retrieval

Nawal Chifa Abdelmajid Badri Yassine Ruichek Aicha Sahel Khadija Safi
10.7753/IJCATR0504.1006
keywords : CBIR, combinations of descriptors, global and local descriptor, Histogram HSV color, LBP descriptor.

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The search for visual information in large mass of multimedia data has become essential with the digital evolution. This sparked a need for development of information search techniques by visual content; the performance of such a search system depends largely on the choice of descriptors and technical employees of their extractions. In our work, we present techniques for extracting local and global descriptors applied to two bases of different images, with a connection between the global and local descriptors approach, performed on the two bases of images, followed by a comparative study of different methods used.
@artical{ 542016ijcatr05041006,
Title = "Powerful Combination of Color Descriptor and LBP Descriptor for Image Retrieval",
Journal ="International Journal of Computer Applications Technology and Research(IJCATR)",
Volume = "5",
Issue ="4",
Pages ="210 - 214",
Year = "2016",
Authors =" Nawal Chifa Abdelmajid Badri Yassine Ruichek Aicha Sahel Khadija Safi "}
  • The paper proposes a good algorithm for retrieval image applied to two database
  • Two descriptor of image are combined ( histogram color and histogram LBP)
  • The image are divided to blocks, and the visual signature is extracted from each block
  • The performance of our image search system is evaluated by using precision parameter.
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