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Content-Based-Image-Retrieval

Color/Texture based Image Retrieval

Features:

  • Color Features:
    • RGB color histograms: 4, 4, and 4 bins
    • Lab color histograms: 8, 4 and 4 bins
  • Texture Features:
    • LBP Histogram
    • Gray-Level Co-Occurance Matrix with dx=dy=4

Evaluation of the Results:

Average NMRR (ANMRR) and F1 scores (AF1) from the set of queries using color features and only texture features