Semi-supervised hierarchical clustering for personalized web image organization

• Main Authors: Meng, Lei, Tan, Ah-Hwee
• 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/10356/97882; http://hdl.handle.net/10220/12415
• Institution: Nanyang Technological University

Existing efforts on web image organization usually transform the task into surrounding text clustering. However, Current text clustering algorithms do not address the problem of insufficient statistical information for image representation and noisy tags which greatly decreases the clustering perfor...