A novel feature descriptor for image retrieval by combining modified color histogram and diagonally symmetric co-occurrence texture pattern

• Published in: Pattern analysis and applications : PAA Vol. 23; no. 2; pp. 703 - 723
• Main Authors: Bhunia, Ayan Kumar, Bhattacharyya, Avirup, Banerjee, Prithaj, Roy, Partha Pratim, Murala, Subrahmanyam
• Format: Journal Article
• Language: English
• Published: London Springer London 01.05.2020; Springer Nature B.V
• Subjects: Bins; Color imagery; Computer Science; Histograms; Image management; Image retrieval; Pattern Recognition; Saturation (color); Signal processing; Texture; Theoretical Advances; Voting; Gray level co-occurrence matrix; Corel 5K; MIT-VisTex database; STex database; Corel 10K; Corel 1K; Diagonally symmetric co-occurrence pattern; Histogram quantization

In this paper, we have proposed a novel feature descriptors combining color and texture information collectively. In our proposed color descriptor component, the inter-channel relationship between Hue ( H ) and Saturation ( S ) channels in the HSV color space has been explored which was not done ear...