Robust Semantic Concept Detection in Large Video Collections

• Main Authors: SHEN, Jialie, Tao, Dacheng, LI, Xuelong
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2009
• Subjects: Detection; Information retrieval; Video concept; Databases and Information Systems; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/487; http://dx.doi.org/10.1109/ICSMC.2009.5346651
• Institution: Singapore Management University

With explosive amounts of video data emerging from the Internet, automatic video concept detection is becoming very important and has been received great attention. However, reported approaches mainly suffer from low identification accuracy and poor robustness over different concepts. One of the m...