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