Title :
User Attention Based Arousal Content Modeling
Author :
Arifin, Samsul ; Cheung, Peter Y. K.
Author_Institution :
Dept. of Electr. & Electron. Eng., Imperial Coll. London, UK
Abstract :
The affective content of a video is defined as the expected amount and type of emotion that are contained in a video. Utilizing this affective content will extend the current scope of application possibilities. The dimensional approach to representing emotion can play an important role in the development of an affective video content analyzer. The three basic affect dimensions are defined as valence, arousal and control. This paper presents a novel FPGA-based system for modeling the arousal content of a video based on user saliency and film grammar. The design is implemented on a Xilinx Virtex-II xc2v6000 on board a RC300 board.
Keywords :
emotion recognition; field programmable gate arrays; image representation; video signal processing; FPGA; RC300 board; Xilinx Virtex-II xc2v6000; affective video content; arousal content modeling; dimensional approach; emotion representation; field programmable gate arrays; film grammar; Concrete; Educational institutions; Event detection; Field programmable gate arrays; Gunshot detection systems; Hidden Markov models; Motion detection; Motion pictures; Psychology; Testing; Field Programmable Gate Arrays (FPGA); Films; Image Processing; Machine Vision; Modeling; Motion Analysis; Motion Pictures; Video Signal Processing;
Conference_Titel :
Image Processing, 2006 IEEE International Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
1-4244-0480-0
DOI :
10.1109/ICIP.2006.312450