Improving corruption robustness of deep neural network in video classification

• Main Author: Gong, Zeyu
• Other Authors: Alex Chichung Kot
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/167077
• Institution: Nanyang Technological University

Recently, video social media platforms grow fast and wide, video analysis become a necessary task. Deep neural networks have previously demonstrated exceptional performance on a variety of computer vision tasks, including image classification and action recognition. However, some studies prove that...