Uncertainty guided ranking loss for enhanced domain generalizable stereo-matching

• Main Author: Nallapati, Nikhil
• Other Authors: Lam Siew Kei
• Format: Thesis-Master by Research
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science
• Online Access: https://hdl.handle.net/10356/180792
• Institution: Nanyang Technological University

Stereo-matching is a fundamental technique for accurately estimating scene depth in numerous computer vision applications. However, prevailing deep learning-based stereo-matching networks frequently encounter challenges regarding generalization across different domains. Recent research endeavors hav...