A novel hand gesture detection and recognition system based on ensemble-based convolutional neural network

Nowadays, hand gesture recognition has become an alternative for human-machine interaction. It has covered a large area of applications like 3D game technology, sign language interpreting, VR (virtual reality) environment, and robotics. But detection of the hand portion has become a challenging task...

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Vydáno v:	Multimedia tools and applications Ročník 81; číslo 28; s. 40043 - 40066
Hlavní autoři:	Sen, Abir, Mishra, Tapas Kumar, Dash, Ratnakar
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	New York Springer US 01.11.2022 Springer Nature B.V
Témata:	Algorithms Artificial neural networks Computer Communication Networks Computer Science Computer vision Data Structures and Information Theory Datasets Gesture recognition Infrared imagery Machine learning Multimedia Information Systems Neural networks Pattern recognition Robotics Special Purpose and Application-Based Systems Virtual reality Deep learning Gesture segmentation Hand detection Contour extraction Ensemble learning Hand gesture recognition
ISSN:	1380-7501, 1573-7721
On-line přístup:	Získat plný text
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