Searching images with MPEG-7 (& MPEG-7-like) Powered Localized dEscriptors: The SIMPLE answer to effective Content Based Image Retrieval

@article{Iakovidou2014SearchingIW,
  title={Searching images with MPEG-7 (& MPEG-7-like) Powered Localized dEscriptors: The SIMPLE answer to effective Content Based Image Retrieval},
  author={Chryssanthi Iakovidou and Nektarios Anagnostopoulos and Athanasios Ch. Kapoutsis and Yiannis S. Boutalis and Savvas A. Chatzichristofis},
  journal={2014 12th International Workshop on Content-Based Multimedia Indexing (CBMI)},
  year={2014},
  pages={1-6}
}
In this paper we propose and evaluate a new technique that localizes the description ability of the well established MPEG-7 and MPEG-7-like global descriptors. We employ the SURF detector to define salient image patches of blob-like textures and use the MPEG-7 Scalable Color (SC), Color Layout (CL) and Edge Histogram (EH) descriptors and the global MPEG-7-like Color and Edge Directivity Descriptor (CEDD), to produce the final local features' vectors. In order to test the new descriptors in the… CONTINUE READING
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