Spatiotemporal CNN with Pyramid Bottleneck Blocks: Application to eye blinking detection

Spatiotemporal CNN with Pyramid Bottleneck Blocks: Application to eye blinking detection

Eye blink detection is a challenging problem that many researchers are working on because it has the potential to solve many facial analysis tasks, such as face anti-spoofing, driver drowsiness detection, and some health disorders. There have been few attempts to detect blinking in the wild scenario...

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Bibliographic Details
Main Authors: Bekhouche, S.E (Author), Dornaika, F. (Author), Kajo, I. (Author), Ruichek, Y. (Author)
Format: Article
Language:English
Published: Elsevier Ltd 2022
Subjects:
Antispoofing
article
blinking
controlled study
Eye blink
Eye blinking
Eye-blink detections
Eye-blinking
face
Facial analysis
Facial landmark
Facial landmarks
human
illumination
Incremental SVD
Pyramid bottleneck block
Pyramid Bottleneck Blocks
Spatiotemporal CNN
State-of-the-art approach
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