Geometry estimation by deep neural network

• Main Author: Mei, Jianhan
• Other Authors: Jiang Xudong
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• Online Access: https://hdl.handle.net/10356/155046
• Institution: Nanyang Technological University

Geometry estimation predicts the geometry information under a vision coordinate system. With the high popularity of deep learning, data-driven and learning-based geometry estimation has received much attention in decades. Following the development of geometry estimation, traditional methods compute...