One-step robust deep learning phase unwrapping

• Main Authors: Wang, Kaiqiang, Li, Ying, Kemao, Qian, Di, Jianglei, Zhao, Jianlin
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2019
• Subjects: Imaging Techniques; Phase Unwrapping; Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/106781; http://hdl.handle.net/10220/49657; http://dx.doi.org/10.1364/OE.27.015100
• Institution: Nanyang Technological University

Phase unwrapping is an important but challenging issue in phase measurement. Even with the research efforts of a few decades, unfortunately, the problem remains not well solved, especially when heavy noise and aliasing (undersampling) are present. We propose a database generation method for phase-ty...