In order to reduce the burden of hardware input devices, the gestures are used as the inputs to those applications in smart phones. The human body language beings vary in a wider range, so it is important to develop an efficient gesture recognition system. This paper proposes a fingertip ...
The aim of the work is to develop an application for hand gestures identification based on a convolutional neural network using the TensorFlow & Keras deep learning frameworks. The gesture recognition system consists of a gesture presentation, a gesture capture device (sensor), the preprocessing and...
Extraction of 2D motion trajectories and its application to hand gesture recognition We present an algorithm for extracting and classifying two-dimensional motion in an image sequence based on motion trajectories. First, a multiscale segmen... MH Yang,N Ahuja,M Tabb - 《IEEE Transactions on ...
We challenge the problem of human behaviours understanding and imitation in computer vision and cognitive robotics applications. In this thesis we show how to design and develop a complete real-time arm-hand gesture recognition system: starting from vide
Wang GW, Zhang C, Zhuang J: An Application of Classifier Combination Methods in Hand Gesture Recognition. Mathematical Problems in Engineering; 2012. Article ID 346951, 17.G.-W. Wang, C. Zhang, and J. Zhuang, "An application of classifier combination methods in hand gesture recognition," ...
The hand gesture technique that is regarded as the natural and easy method for the human-machine interaction, has paved way for the development of the multitudes of applications. The hand gestures basically employed in most of the application are either sensor based or the vision based. In case...
Toward a Vision-Based Hand Gesture Interface We present a two-pronged approach to vision-based gesture recognition of an unencumbered hand. Our goal is a gesture interface that makes sense from the standpoint of human usage, and which can be implemented by machine vision. We first ... FKH Qu...
Hidden Markov Model on a unit hypersphere space for gesture trajectory recognition Deep learning in vision-based static hand gesture recognition Evolutionary pursuit and its application to face recognition 视觉手势识别技术在航天虚拟训练中的应用研究 research on application of visional gesture recognition tech...
Additionally, since hand gestures involve the movement of multiple fingers, would it be possible to identify the finger whose movement plays a prominent role in such gestures? It is against this backdrop that the authors attempt to propose a gesture recognition method using SVD. 展开 关键词: ...
In this paper, we propose a fast algorithm for gesture recognition based on the saliency maps of visual attention. A tuned saliency-based model of visual attention is used to find potential hand regions in video frames. To obtain the overall movement of the hand, saliency maps of the differen...