Fast semantic diffusion for large-scale context-based image and video annotation

• Main Authors: JIANG, Yu-Gang, DAI, Qi, WANG, Jun, NGO, Chong-wah
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2012
• Subjects: Context; image and video annotation; semantic concept; semantic diffusion (SD); Graphics and Human Computer Interfaces
• Online Access: https://ink.library.smu.edu.sg/sis_research/6322; https://ink.library.smu.edu.sg/context/sis_research/article/7325/viewcontent/TIP12_Context.pdf
• Institution: Singapore Management University

Exploring context information for visual recognition has recently received significant research attention. This paper proposes a novel and highly efficient approach, which is named semantic diffusion, to utilize semantic context for large-scale image and video annotation. Starting from the initial a...