Gesture Recognition Technique:A Review
نویسندگان
چکیده
Gesture Recognition means identification and recognition of gestures originated from any type of bodily motion commonly originated from face or hand. It is a technology with the goal of interpreting human gestures via mathematical algorithms; also referred as perceptual user interface (PUI). Gesture recognition enables humans to interact with the machine (HMI) naturally without any physical contact with the machine. This paper focuses on the Gesture recognition concept and different ways of gesture recognition. Keywords— Gesture Recognition, Wired Gloves, Stereo Camera, Depth-aware Cameras, Thermal Cameras, Appearance based, 3D Model, Volumetric, Skeletal
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 کاملVision-Based Gesture Recognition: A Review
The use of gesture as a natural interface serves as a motivating force for research in modeling, analyzing and recognition of gestures. In particular, human computer intelligent interaction needs vision-based gesture recognition, which involves many interdisciplinary studies. A survey on recent vision-based gesture recognition approaches is given in this paper. We shall review methods of static...
متن کاملHand Gesture Recognition from RGB-D Data using 2D and 3D Convolutional Neural Networks: a comparative study
Despite considerable enhances in recognizing hand gestures from still images, there are still many challenges in the classification of hand gestures in videos. The latter comes with more challenges, including higher computational complexity and arduous task of representing temporal features. Hand movement dynamics, represented by temporal features, have to be extracted by analyzing the total fr...
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 کامل