Unsupervised action segmentation in videos with clustering algorithms

• Main Author: Lim, Isaac Sheng Yang
• Other Authors: Yeo Chai Kiat
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Computer vision; Clustering; Action segmentation
• Online Access: https://hdl.handle.net/10356/174834
• Institution: Nanyang Technological University

This project sought to develop a system that performs unsupervised action segmentation in videos. Users are able to perform feature extraction on a desired raw video file as preprocessing for action segmentation, followed by segmenting unlabelled instructional videos according to distinct acti...