Proceedings ArticleDOI
An Approach to Control the PC with Hand Gesture Recognition using Computer Vision Technique
TLDR
In this paper , an approach to recognize hand gestures is introduced, and a virtual mouse and keyboard with hand gesture recognition using Computer Vision techniques are implemented, and full keyboard features and mouse cursor movement and click events are implemented to control the computer virtually.Abstract:
Human-Computer Interaction (HCI) is the interface between humans and computers. Traditionally, mouse and keyboards are used to interact with computers. An approach recently introduced to interact with computers is hand gestures. In this research paper, an approach to recognize hand gestures is introduced, and a virtual mouse and keyboard with hand gesture recognition using Computer Vision techniques are implemented. Full keyboard features and mouse cursor movement and click events are implemented to control the computer virtually. The recognition rate and response rate of all the considered inputs are calculated and presented in the results. The accuracy of the presented approach is compared with the other state-of-the-art algorithms that show the method presented here performs better with the accuracy of 95%. read more
Citations
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Journal ArticleDOI
SM-TCNNET: A High-Performance Method for Detecting Human Activity Using WiFi Signals
TL;DR: Wang et al. as mentioned in this paper proposed a deep learning-based spatial module-temporal convolutional network (SM-TCNNET) model, which consists of a spatial feature extraction module and a temporal CNN that can extract the spatiotemporal features in CSI signals well.
Proceedings ArticleDOI
Virtual User Interface for Differently Abled People Using Vision Transformer Model
TL;DR: In this article , a webcam is used to read real-time video while integrating various face emotions with the corresponding mouse events, in order to imitate mouse motions and order, using pyautoGUI in conjunction with OpenCV for image processing and computer vision tasks.
Proceedings ArticleDOI
Control the Movement of Mouse Using Computer Vision technique
TL;DR: In this article , the authors used a webcam and Python to implement both eye moment and moment of cursor according to eye location, which may be used to control the cursor on the screen.
References
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Journal ArticleDOI
Vision based hand gesture recognition for human computer interaction: a survey
TL;DR: An analysis of comparative surveys done in the field of gesture based HCI and an analysis of existing literature related to gesture recognition systems for human computer interaction by categorizing it under different key parameters are provided.
Proceedings ArticleDOI
A Real-Time Hand Gesture Recognition Method
TL;DR: Experimental results showed that the proposed method gained detection rate up to 91% with real-time performance, and the recognition results were obtained by the nearest neighbor method.
Journal ArticleDOI
Human-Machine Interaction Sensing Technology Based on Hand Gesture Recognition: A Review
Lin Guo,Zongxing Lu,Ligang Yao +2 more
TL;DR: In this paper, the authors take the sensing method used by HGR technology as the entry point, and make a detailed elaboration and systematic summary by referring to a large number of research achievements in recent years.
Proceedings ArticleDOI
Hand gesture recognition algorithm based on grayscale histogram of the image
TL;DR: This paper is about one more method for the hand gesture recognition algorithms that doesn't require wearing any device or gloves for the subject's hand and uses grayscale histogram to define depth threshold of calculated disparity map.
Proceedings ArticleDOI
Fingertip-Writing Alphanumeric Character Recognition for Vision-Based Human Computer Interaction
TL;DR: This paper proposes a vision-based fingertip handwriting alphanumeric character recognition system to provide an alternative for human computer interaction and presents possible applications for camera input devices.