Interpreting models for video action recognition

• Main Author: Daniel Wijaya
• Other Authors: Chen Change Loy
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision; Engineering::Computer science and engineering::Computing methodologies::Pattern recognition
• Online Access: https://hdl.handle.net/10356/148367
• Institution: Nanyang Technological University

Action recognition is the task of identifying human actions in videos. This has been a long standing challenge in Computer Vision. Earlier methods relied on hand-crafted features and traditional machine learning algorithms to solve this task. In the past decade or so, deep learning has replaced thes...