Video summarization and scene detection by graph modeling

• Main Authors: NGO, Chong-wah, MA, Yu-Fei, ZHANG, Hong-Jiang
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2005
• Subjects: attention model; normalized cut; scene modeling; video summarization; Computer Sciences; Graphics and Human Computer Interfaces
• Online Access: https://ink.library.smu.edu.sg/sis_research/6351; https://ink.library.smu.edu.sg/context/sis_research/article/7354/viewcontent/tcsvt05.pdf
• Institution: Singapore Management University

In this paper, we propose a unified approach for video summarization based on the analysis of video structures and video highlights. Two major components in our approach are scene modeling and highlight detection. Scene modeling is achieved by normalized cut algorithm and temporal graph analysis, wh...