GaborNet: investigating the importance of color space, scale and orientation for image classification.

ABSTRACT: Content-Based Image Retrieval (CBIR) is the cornerstone of today's image retrieval systems. The most distinctive retrieval approach used, involves the submission of an image-based query whereby the system is used in the extraction of visual characteristics like the shape, color, and texture from the images. Examination of the characteristics is done for ensuring the searching and retrieval of proportional images from the image database. Majority of the datasets utilized for retrieval lean towards to comprise colored images. The colored images are regarded as in RGB (Red, Green, Blue) form. Most colored images use the RGB image for classifying the images. The research presents the transformation of RGB to other color spaces, extraction of features using different color spaces techniques, Ga

SUBMITTER: Rimiru RM 

PROVIDER: S-EPMC9044268 | biostudies-literature | 2022

REPOSITORIES: biostudies-literature