Title :
Towards Affective Level Video Applications: A Novel FPGA-Based Video Arousal Content Modeling System
Author :
Arifin, Sutjipto ; Cheung, Peter Y K
Author_Institution :
Imperial Coll. London, London
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 [Hanjalic, A, et al. 2005]. 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-Il xc2v6000 on board a RC300 board and it runs 25 times faster than a Pentium 4-based PC at 3.4 Ghz.
Keywords :
cognition; emotion recognition; field programmable gate arrays; grammars; human factors; video signal processing; FPGA-based video arousal content modeling system; RC300 board; Xilinx Virtex-Il xc2v6000; emotion representation; film grammar; user saliency; Bridges; Computer vision; Concrete; Educational institutions; Event detection; Hidden Markov models; Humans; Low pass filters; Psychology; Testing;
Conference_Titel :
Field Programmable Logic and Applications, 2006. FPL '06. International Conference on
Conference_Location :
Madrid
Print_ISBN :
1-4244-0312-X
DOI :
10.1109/FPL.2006.311297