Color-based image retrieval using binary signatures

@inproceedings{Nascimento2002ColorbasedIR,
  title={Color-based image retrieval using binary signatures},
  author={Mario A. Nascimento and Vishal Chitkara},
  booktitle={SAC},
  year={2002}
}
We propose two variations of a new image abstraction technique based on signature bit-strings as well as an appropriate similarity metric for color-based image retrieval. Performance evaluation on a heterogeneous database of 20,000 images demonstrated that the proposed technique outperforms well-known approaches while still saving substantial amount of storage space, making it possible to store/search an image database of reasonable size using a few megabytes of main memory (e.g., 4 Mbytes for… CONTINUE READING
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