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Blink Detection Using 3D Convolutional Neural Architectures and Analysis of Accumulated Frame Predictions

Blink detection is considered a useful indicator both for clinical conditions and drowsiness state. In this work, we propose and compare deep learning architectures for the task of detecting blinks in video frame sequences. The first step is the training and application of an eye detector that extra...

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Furkejuvvon:
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Váldodahkkit: George Nousias, Konstantinos K. Delibasis, Georgios Labiris
Materiálatiipa: Artigo
Giella:Inglês
Almmustuhtton: MDPI AG 2025-01-01
Ráidu:Journal of Imaging
Fáttát:
Liŋkkat:https://www.mdpi.com/2313-433X/11/1/27
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