Video Affective Content Analysis: A Survey of State-of-the-Art Methods
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...Finally, the importance of using less-intrusive sensors in affective studies has been widely acknowledged [23], [25]....
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...user behavior via the use of physiological sensors (see [23] for a review)....
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...While most available affective datasets have been compiled using lab equipment [23], ASCERTAIN represents one of the first initiatives to exclusively employwearable sensors for data collection, which not only enhances its ecological validity, but also repeatability and suitability for large-scale user profiling....
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...Also, Wang and Ji [23] advocate the need for less-intrusive sensors to elicit natural emotional behavior...
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...Note that affective content analysis has also been widely studied based on other types of input data, such as text [38], speech [39], [40], music [41]–[44] and videos [45]–[49]....
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142 citations
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...Note that affective content analysis has also been widely studied based on other types of input data, such as text [5], speech [36], [37], music [38], [39], [40], [41] and videos [42], [43], [44], [45], [46]....
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134 citations
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...One example is the work published in [372] where authors apply sentiment-analysis to the video once it had been transcribed....
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References
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"Video Affective Content Analysis: A..." refers background in this paper
...Based on the expected mood, i.e., the emotions a film - maker intends to communicate to a particular audience with a common cultural background, Hanjalic and Xu [2] successfully related audiovisual features with the emotional dimension of the audience....
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...Figure 1 summarizes the major components of the two approaches for video affective content analysis....
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"Video Affective Content Analysis: A..." refers background in this paper
...In 2001, Nack et al. [1] defined the concept of Computational Media Aesthetics (CMA) as the algorithmic study to analyze and interpret how the visual and aural elements in media evoke audiences’ emotional responses based on the film grammar....
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