Exploiting web images for event recognition in consumer videos : a multiple source domain adaptation approach

• Main Authors: Duan, Lixin, Xu, Dong, Chang, Shih-Fu
• Other Authors: School of Computer Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2013
• Subjects: DRNTU::Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/98517; http://hdl.handle.net/10220/12479
• Institution: Nanyang Technological University

Recent work has demonstrated the effectiveness of domain adaptation methods for computer vision applications. In this work, we propose a new multiple source domain adaptation method called Domain Selection Machine (DSM) for event recognition in consumer videos by leveraging a large number of loosely...