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

• المؤلفون الرئيسيون: Duan, Lixin, Xu, Dong, Chang, Shih-Fu
• مؤلفون آخرون: School of Computer Engineering
• التنسيق: Conference or Workshop Item
• اللغة: English
• منشور في: 2013
• الموضوعات: DRNTU::Engineering::Computer science and engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/98517; http://hdl.handle.net/10220/12479

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...