Social image tagging by mining sparse tag patterns from auxiliary data

• المؤلفون الرئيسيون: Lin, Jie, Yuan, Junsong, Duan, Ling-Yu, Luo, Siwei, Gao, Wen
• 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/10356/99569; http://hdl.handle.net/10220/13027
• المؤسسة: Nanyang Technological University

User-given tags associated with social images from photosharing websites (e.g., Flickr) are valuable auxiliary resources for the image tagging task. However, social images often suffer from noisy and incomplete tags, heavily degrading the effectiveness of previous image tagging approaches. To allevi...