Feasibility of Personalized Affective Video Summaries
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Transcript of Feasibility of Personalized Affective Video Summaries
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Feasibility of Personalized Affective Video Summaries
Arthur G. Money and Harry Agius
Article SummaryBy Mina Rady
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Introduction
The demand for video summaries originates primarily from users’ viewing time constraints
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Introduction
Video summaries are produced by analyzing the underlying semantic content of the original video stream to determine what segments of the stream should be included and excluded
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Introduction
Video Semanti
cs
Internal
ExternalHybrid
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Affective State MeasurementAffective
State Measureme
nt
Valence
Blood Pulse
Heart Rate
Respiration Amplitude
Arousal
Electro-Dermal
Responses
Respiratory Rate
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Experiment Design
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Experiment Design
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Experiment Design
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Experiment Results
Horror/thriller content elicit substantially higher levels of EDR
compared with other content genres. Constricted blood flow in the fingers:
fear Increase Respiration rate and decrease
amplitude
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Experiment Results
Comedy content Low percentage of EDR. Consistent Responses in overall
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Experiment Results
Drama/Action: Elicits physiological responses evenly. Subtle and slow paced nature of this
content Responses mixed and not obvious
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Conclusion
Horror Movies and Comedy proven to give more significant responses than action/drama
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Possible Applications
For Children Supervising Horror/Violent Content for
Children For Patients:
Selecting comedy movies for psychology patients
Commercial Use Humans can have better access to
movies For Health
Selecting more suitable videos for people with health problems (Heart, Respiration)