Learning to anticipate and forecast human actions from videos

• Main Author: Peh, Eric Zheng Quan
• Other Authors: Soh Cheong Boon
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/158618
• Institution: Nanyang Technological University

Action Anticipation and forecasting aims to predict future actions by processing videos containing past and current observations. In this project, we develop new methods based on the encoder-decoder architecture with Transformer models to anticipate and forecast future human actions by proce...