Video concept detection by learning from web images: A case study on cross domain learning

• Main Authors: ZHU, Shiai, YAO, Ting, NGO, Chong-wah
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2013
• Subjects: domain transfer; Video concept detection; Web image; Databases and Information Systems; Graphics and Human Computer Interfaces
• Online Access: https://ink.library.smu.edu.sg/sis_research/6597; https://ink.library.smu.edu.sg/context/sis_research/article/7600/viewcontent/icme2013zhu.pdf
• Institution: Singapore Management University

Concept detection is probably the most important research problem in the area of multimedia. The need to model with sufficient and diverse training instances, however, makes the task computationally and resourcefully expensive. Meanwhile, the popularity of social media has generated massive amount o...