Learning sparse tag patterns for social image classification

• المؤلفون الرئيسيون: Duan, Ling-Yu, Yuan, Junsong, Li, Qingyong, Luo, Siwei, Lin, Jie
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: Conference or Workshop Item
• اللغة: English
• منشور في: 2013
• الموضوعات: DRNTU::Engineering::Electrical and electronic engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/79987; http://hdl.handle.net/10220/17899
• المؤسسة: Nanyang Technological University

User-generated tags associated with images from social media (e.g., Flickr) provide valuable textual resources for image classification. However, the noisy and huge tag vocabulary heavily degrades the effectiveness and efficiency of state-of-the-art image classification methods that exploited auxili...