Visual saliency computation and quality evaluation via deep learning

• Main Author: Yang, Sheng
• Other Authors: Lin Weisi
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• Online Access: https://hdl.handle.net/10356/145826
• Institution: Nanyang Technological University

Visual attention is an important mechanism in our human vision system, which filters out redundant and unimportant visual information for selectively processing the most salient or informative regions from the visual field. Visual saliency computation is about understanding and simulating the behavi...