Click-boosting random walk for image search reranking

• Main Authors: YANG, Xiaopeng, ZHANG, Yongdong, YAO, Ting, ZHA, Zheng-Jun, NGO, Chong-Wah
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2013
• Subjects: click-boosting; image search; random walk; search reranking; Data Storage Systems; Graphics and Human Computer Interfaces
• Online Access: https://ink.library.smu.edu.sg/sis_research/6643; https://ink.library.smu.edu.sg/context/sis_research/article/7646/viewcontent/2499788.2499810.pdf
• Institution: Singapore Management University

Image reranking is an effective way for improving the retrieval performance of keyword-based image search engines. A fundamental issue underlying the success of existing image reranking approaches is the ability in identifying potentially useful recurrent patterns or relevant training examples from...