Salient Object Detection by LTP Texture Characterization on Opposing Color Pairs under SLICO Superpixel Constraint

• Published in: Journal of imaging Vol. 8; no. 4; p. 110
• Main Authors: Ndayikengurukiye, Didier, Mignotte, Max
• Format: Journal Article
• Language: English
• Published: Switzerland MDPI AG 13.04.2022; MDPI
• Subjects: Algorithms; Chromaticity; Clustering; Cognitive psychology; Color; color imaging; color textures; Computer vision; Error analysis; fastmap; Image retrieval; Iterative methods; local ternary pattern; Mathematical models; Measurement techniques; Microtexture; Neurosciences; Object recognition; Parameter robustness; Salience; salient object detection; Saturation (color); Video compression; visual attention; visual attention; color imaging; color textures; fastmap; salient object detection; local ternary pattern

The effortless detection of salient objects by humans has been the subject of research in several fields, including computer vision, as it has many applications. However, salient object detection remains a challenge for many computer models dealing with color and textured images. Most of them proces...