Biased Support Vector Machine for Relevance Feedback in Image Retrieval

• Main Authors: HOI, Steven, CHAN, Chi-Hang, HUANG, Kaizhu, LYU, Michael R., KING, Irwin
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2004
• Subjects: content-based retrieval; image classification; image retrieval; relevance feedback; support vector machines; Computer Sciences; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/2399; https://ink.library.smu.edu.sg/context/sis_research/article/3399/viewcontent/BiasedSupportVectorMachineRefFeedbackIR_2004.pdf
• Institution: Singapore Management University

Recently, support vector machines (SVMs) have been engaged on relevance feedback tasks in content-based image retrieval. Typical approaches by SVMs treat the relevance feedback as a strict binary classification problem. However, these approaches do not consider an important issue of relevance feedba...