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  • title: Facial Expression Recognition with Adaptive Frame Rate based on Multiple Testing Correction
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            Facial Expression Recognition with Adaptive Frame Rate based on Multiple Testing Correction
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            Facial Expression Recognition with Adaptive Frame Rate based on Multiple Testing Correction

            Jul 24, 2023

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            AWS

            Andrey W. Savchenko

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            In this paper, we consider the problem of the high computational complexity of video-based facial expression recognition. A novel sequential procedure is proposed with an adaptive frame rate selection in a short video fragment to speed up decision-making. We automatically adjust the frame rate and process fewer frames with a low frame rate for more straightforward videos and more frames for complex ones. To determine the frame rate at which an inference is sufficiently reliable, the Benjamini-Ho…

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            ICML 2023

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