Click-boosting multi-modality graph-based reranking for image search

• Main Authors: YANG, Xiaopeng, ZHANG, Yongdong, YAO, Ting, NGO, Chong-wah, MEI, Tao
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2015
• Subjects: Image search; Search reranking; Click-boosting; Multi-modality graph-based learning; Data Storage Systems; Graphics and Human Computer Interfaces
• Online Access: https://ink.library.smu.edu.sg/sis_research/6354; https://ink.library.smu.edu.sg/context/sis_research/article/7357/viewcontent/MMSJ14.Online.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 from the initial search results. Id...