A revisit of generative model for automatic image annotation using markov random fields

• Main Authors: XIANG, Yu, ZHOU, Xiangdong, CHUA, Tat-Seng, NGO, Chong-wah
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2009
• Subjects: Databases and Information Systems; Graphics and Human Computer Interfaces
• Online Access: https://ink.library.smu.edu.sg/sis_research/6600; https://ink.library.smu.edu.sg/context/sis_research/article/7603/viewcontent/xiang_cvpr09__1_.pdf
• Institution: Singapore Management University

Much research effort on Automatic Image Annotation (AIA) has been focused on Generative Model, due to its well formed theory and competitive performance as compared with many well designed and sophisticated methods. However, when considering semantic context for annotation, the model suffers from th...