Interpreting models for video action recognition

• 主要作者: Daniel Wijaya
• 其他作者: Chen Change Loy
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2021
• 主題: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision; Engineering::Computer science and engineering::Computing methodologies::Pattern recognition
• 在線閱讀: https://hdl.handle.net/10356/148367
• 機構: 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...