Saliency-Driven Hand Gesture Recognition Incorporating Histogram of Oriented Gradients (HOG) and Deep Learning

Saliency-Driven Hand Gesture Recognition Incorporating Histogram of Oriented Gradients (HOG) and Deep Learning

Hand gesture recognition is a vital means of communication to convey information between humans and machines. We propose a novel model for hand gesture recognition based on computer vision methods and compare results based on images with complex scenes. While extracting skin color information is an...

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Bibliographic Details
Main Authors: Farzaneh Jafari, Anup Basu
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Sensors
Subjects:
Canny edge detection
convolutional neural network (CNN)
hand gesture detection
histogram of oriented gradients (HOG)
saliency map
skin color
Online Access:https://www.mdpi.com/1424-8220/23/18/7790

Internet

https://www.mdpi.com/1424-8220/23/18/7790

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