Multi‐view hand gesture recognition via pareto optimal front
نویسندگان
چکیده
منابع مشابه
Human Computer Interaction Using Vision-Based Hand Gesture Recognition
With the rapid emergence of 3D applications and virtual environments in computer systems; the need for a new type of interaction device arises. This is because the traditional devices such as mouse, keyboard, and joystick become inefficient and cumbersome within these virtual environments. In other words, evolution of user interfaces shapes the change in the Human-Computer Interaction (HCI). In...
متن کاملHuman Computer Interaction Using Vision-Based Hand Gesture Recognition
With the rapid emergence of 3D applications and virtual environments in computer systems; the need for a new type of interaction device arises. This is because the traditional devices such as mouse, keyboard, and joystick become inefficient and cumbersome within these virtual environments. In other words, evolution of user interfaces shapes the change in the Human-Computer Interaction (HCI). In...
متن کاملHand Gesture Recognition Library
In this paper we have presented a hand gesture recognition library. Various functions include detecting cluster count, cluster orientation, finger pointing direction, etc. To use these functions first the input image needs to be processed into a logical array for which a function has been developed. The library has been developed keeping flexibility in mind and thus provides application develop...
متن کاملHand Gesture Recognition Via a New Self-organized Neural Network
A new method for hand gesture recognition is proposed which is based on an innovative Self-Growing and Self-Organized Neural Gas (SGONG) network. Initially, the region of the hand is detected by using a colour segmentation technique that depends on a skin-colour distribution map. Then, the SGONG network is applied on the segmented hand so as to approach its topology. Based on the output grid of...
متن کاملFacilitating User Interaction with Complex Systems via Hand Gesture Recognition
Ongoing efforts at our laboratory have been aimed at developing techniques that reduce the complexity of interaction between humans and computers. In particular, we have investigated the use of a gesture recognition system to support natural user interaction while providing rich information content. In this paper, we present a real-time gesture recognition system which can track hand movement, ...
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ژورنال
عنوان ژورنال: IET Image Processing
سال: 2020
ISSN: 1751-9659,1751-9667
DOI: 10.1049/iet-ipr.2019.0924