Scene parsing with deep neural networks

• Main Author: Ding, Henghui
• Other Authors: Jiang Xudong
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Electrical and electronic engineering; Engineering::Computer science and engineering::Computing methodologies
• Online Access: https://hdl.handle.net/10356/142935
• Institution: Nanyang Technological University

In this thesis, we address the fundamental and challenging task of scene parsing. Scene parsing (also known as semantic segmentation, scene segmentation, scene labeling) aims to classify every pixel of a given image to one of the predefined semantic categories (e.g., person, car, etc.), including no...