Non-parametric Kernel Ranking Approach for Social Image Retrieval

• Main Authors: ZHUANG, Jinfeng, HOI, Steven C. H.
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2010
• Subjects: Social Image Retrieval; Non-parametric Kernel Learning; Visual Ranking; Semidefinite Programming; Convex Optimization; Computer Sciences; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/2364; https://ink.library.smu.edu.sg/context/sis_research/article/3364/viewcontent/p26_zhuang.pdf
• Institution: Singapore Management University

Social image retrieval has become an emerging research challenge in web rich media search. In this paper, we address the research problem of text-based social image retrieval, which aims to identify and return a set of relevant social images that are related to a text-based query from a corpus of so...