A robust similarity based deep siamese convolutional neural network for gait recognition across views

Gait recognition has been considered as the emerging biometric technology for identifying the walking behaviors of humans. The major challenges addressed in this article is significant variation caused by covariate factors such as clothing, carrying conditions and view angle variations will undesira...

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Veröffentlicht in:	Computational intelligence 2020-08, Vol.36 (3), p.1290-1319
Hauptverfasser:	George, Merlin Linda, Govindarajan, Themozhi, Angamuthu Rajasekaran, Kavitha, Bandi, Sudheer Reddy
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial neural networks contour convolutional neural network covariate factors Datasets deep learning Edge detection Gait recognition Machine learning Neural networks siamese view change
Online-Zugang:	Volltext
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