Cross-modal distillation for RGB-depth person re-identification

• Published in: Computer vision and image understanding Vol. 216; p. 103352
• Main Authors: Hafner, Frank M., Bhuyian, Amran, Kooij, Julian F.P., Granger, Eric
• Format: Journal Article
• Language: English
• Published: Elsevier Inc 01.02.2022
• Subjects: Cross-modal; GDPR; Knowledge Distillation; Neural Networks; Person re-identification; 68T45; Neural Networks; Knowledge Distillation; 68T40; Person re-identification; Cross-modal; GDPR

Person re-identification is a key challenge for surveillance across multiple sensors. Prompted by the advent of powerful deep learning models for visual recognition, and inexpensive RGB-D cameras and sensor-rich mobile robotic platforms, e.g. self-driving vehicles, we investigate the relatively unex...