Localizing global descriptors for content-based image retrieval

@article{Iakovidou2015LocalizingGD,
  title={Localizing global descriptors for content-based image retrieval},
  author={Chryssanthi Iakovidou and Nektarios Anagnostopoulos and Athanasios Ch. Kapoutsis and Yiannis S. Boutalis and Mathias Lux and Savvas A. Chatzichristofis},
  journal={EURASIP Journal on Advances in Signal Processing},
  year={2015},
  volume={2015},
  pages={1-20}
}
In this paper, we explore, extend and simplify the localization of the description ability of the well-established MPEG-7 (Scalable Colour Descriptor (SCD), Colour Layout Descriptor (CLD) and Edge Histogram Descriptor (EHD)) and MPEG-7-like (Color and Edge Directivity Descriptor (CEDD)) global descriptors, which we call the SIMPLE family of descriptors. Sixteen novel descriptors are introduced that utilize four different sampling strategies for the extraction of image patches to be used as… CONTINUE READING

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