Exploiting visual context and consistency for semantic segmentation

• Main Author: Kang, Dang
• Other Authors: Ma Kai Kuang
• Format: Theses and Dissertations
• Language: English
• Published: 2018
• Subjects: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• Online Access: https://hdl.handle.net/10356/80532; http://hdl.handle.net/10220/46581
• Institution: Nanyang Technological University

This thesis studies the problem of semantic segmentation in both images and videos. It targets at addressing two challenges of semantic segmentation: robustness and consistency. First, assigning pixels to the corresponding semantic categories may be unreliable especially under adverse imaging condit...