Deep learning based methods for low-resolution person re-identification

• Main Author: Sebastian, Jason
• Other Authors: Lin Weisi
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• Online Access: https://hdl.handle.net/10356/147938
• Institution: Nanyang Technological University

Person re-identification (re-id) is a fundamental task in automated surveillance. In practice, surveillance is often performed using multiple camera views to expand surveillance range. Hence the resolution of person images captured under these different camera views varies drastically due to the unc...