Blackout - an augmentation technique for occlusion handling in pedestrian detection

• Main Author: Satini, Sankeerthana
• Other Authors: Vidya Sudarshan
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/166758
• Institution: Nanyang Technological University

Pedestrian Detection has numerous applications, ranging from autonomous driving to traffic analysis. One inherent challenge faced in the field of pedestrian detection is the problem of occluded objects. In this project, we propose Blackout - a novel enhancement to an existing data augmentation Cutou...