A Novel Video Parsing Algorithm Utilizing the Pleasure-Arousal-Dominance Emotional Information
One of the major problems faced when designing a high level video parsing system is that viewers usually have doubts about the exact boundaries of an episode. Moreover, due to the different emotional states that viewers have while viewing a video, it is very difficult to improve the performance of t...
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| Published in: | 2007 IEEE International Conference on Image Processing Vol. 6; pp. VI - 333 - VI - 336 |
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| Main Authors: | , |
| Format: | Conference Proceeding |
| Language: | English Japanese |
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IEEE
01-09-2007
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| Abstract | One of the major problems faced when designing a high level video parsing system is that viewers usually have doubts about the exact boundaries of an episode. Moreover, due to the different emotional states that viewers have while viewing a video, it is very difficult to improve the performance of these algorithms using convention methods. To solve this problem, this paper presents a novel spectral clustering based high level video parsing algorithm that utilizes the Pleasure-Arousal-Dominance (P-A-D) (Mehrabian, 1996 and Valdez and Mehrabian, 1994) emotional content of the video. |
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| AbstractList | One of the major problems faced when designing a high level video parsing system is that viewers usually have doubts about the exact boundaries of an episode. Moreover, due to the different emotional states that viewers have while viewing a video, it is very difficult to improve the performance of these algorithms using convention methods. To solve this problem, this paper presents a novel spectral clustering based high level video parsing algorithm that utilizes the Pleasure-Arousal-Dominance (P-A-D) (Mehrabian, 1996 and Valdez and Mehrabian, 1994) emotional content of the video. |
| Author | Cheung, P.Y.K. Arifin, S. |
| Author_xml | – sequence: 1 givenname: S. surname: Arifin fullname: Arifin, S. organization: Imperial Coll., London – sequence: 2 givenname: P.Y.K. surname: Cheung fullname: Cheung, P.Y.K. organization: Imperial Coll., London |
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| StartPage | VI - 333 |
| SubjectTerms | Clustering algorithms Clustering methods Concrete Design engineering Educational institutions Machine vision Modeling Motion pictures Signal processing algorithms Time factors Video signal processing |
| Title | A Novel Video Parsing Algorithm Utilizing the Pleasure-Arousal-Dominance Emotional Information |
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