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Vision Based Hand Gesture Recognition

by Yanmin Zhu, Zhibo Yang, Bo Yuan
"... Abstract—Hand gesture recognition has attracted much attention from academia and industry in recent years due to its apparent superiority over traditional techniques in human-computer interaction in terms of convenience. This domain has been investigated from different perspectives among which visio ..."
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vision based approaches provide the most natural and intuitive interfaces. This paper presents a comprehensive review on vision based hand gesture recognition, with an emphasis on dynamic hand gestures. First, a brief introduction of the basic concepts and the classification of hand gesture recognition

Vision Based Hand Gesture Recognition

by Pragati Garg, Naveen Aggarwal, Sanjeev Sofat - World Academy of Science, Engineering and Technology , 2009
"... Abstract—With the development of ubiquitous computing, current user interaction approaches with keyboard, mouse and pen are not sufficient. Due to the limitation of these devices the useable command set is also limited. Direct use of hands as an input device is an attractive method for providing nat ..."
Abstract - Cited by 11 (0 self) - Add to MetaCart
move and rotate objects simply by moving and rotating your hand- all without touching any input device. In this paper a review of vision based hand gesture recognition is presented. The existing approaches are categorized into 3D model based approaches and appearance based approaches, highlighting

STUDY OF VISION BASED HAND GESTURE RECOGNITION USING INDIAN SIGN LANGUAGE

by Archana S. Ghotkar, Dr. Gajanan, K. Kharate
"... Abstract- Human Computer Interaction moves forward in the field of sign language interpretation. Indian Sign Language (ISL) Interpretation system is a good way to help the Indian hearing impaired people to interact with normal people with the help of computer. As compared to other sign languages, IS ..."
Abstract - Cited by 2 (0 self) - Add to MetaCart
, ISL interpretation has got less attention by the researcher. In this paper, some historical background, need, scope and concern of ISL are given. Vision based hand gesture recognition system have been discussed as hand plays vital communication mode. Considering earlier reported work, various

A Review of Vision Based Hand Gestures Recognition

by G. R. S. Murthy, R. S. Jadon - International Journal. Of Information Technology and Knowledge
"... With the ever-increasing diffusion of computers into the society, it is widely believed that present popular mode of interactions with computers (mouse and keyboard) will become a bottleneck in the effective utilization of information flow between the computers and the human. Vision based Gesture re ..."
Abstract - Cited by 25 (0 self) - Add to MetaCart
researchers in computer vision-based analysis and interpretation of hand gestures as a very active research area. We surveyed the literature on visual interpretation of hand gestures in the context of its role in HCI and various seminal works of researchers are emphasized. The purpose of this review

Computer Vision Based Hand Gesture Recognition Using Artificial Neural Network

by unknown authors
"... Abstract- This paper describes the research and development of a computer vision based hand gesture recognition system that interprets a set of static hand gestures. It can be further implemented as a sign language interpreter as well as novel approach for human computer interaction (HCI). Hand segm ..."
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Abstract- This paper describes the research and development of a computer vision based hand gesture recognition system that interprets a set of static hand gestures. It can be further implemented as a sign language interpreter as well as novel approach for human computer interaction (HCI). Hand

Max-Pooling Convolutional Neural Networks for Vision-based Hand Gesture Recognition

by Jawad Nagi, Frederick Ducatelle, Gianni A. Di Caro, Dan Ciresan, Ueli Meier, Alessandro Giusti, Farrukh Nagi, Jürgen Schmidhuber, Luca Maria Gambardella - IEEE INTERNATIONAL CONFERENCE ON SIGNAL AND IMAGE PROCESSING APPLICATIONS (ICSIPA2011) , 2011
"... Automatic recognition of gestures using computer vision is important for many real-world applications such as sign language recognition and human-robot interaction (HRI). Our goal is a real-time hand gesture-based HRI interface for mobile robots. We use a state-of-the-art big and deep neural networ ..."
Abstract - Cited by 7 (3 self) - Add to MetaCart
Automatic recognition of gestures using computer vision is important for many real-world applications such as sign language recognition and human-robot interaction (HRI). Our goal is a real-time hand gesture-based HRI interface for mobile robots. We use a state-of-the-art big and deep neural

A fast algorithm for vision-based hand gesture recognition for robot control

by Asanterabi Malima, Erol Özgür, Müjdat Çetin - IEEE 14th conference on Signal Processing and Communications Applications , 2006
"... We propose a fast algorithm for automatically recognizing a limited set of gestures from hand images for a robot control application. Hand gesture recognition is a challenging problem in its general form. We consider a fixed set of manual commands and a reasonably structured environment, and develop ..."
Abstract - Cited by 13 (0 self) - Add to MetaCart
We propose a fast algorithm for automatically recognizing a limited set of gestures from hand images for a robot control application. Hand gesture recognition is a challenging problem in its general form. We consider a fixed set of manual commands and a reasonably structured environment

VisionBased Hand Gesture Recognition for Human Computer Interaction: A Review

by Reza Hassanpour, Stephan Wong, Asadollah Shahbahrami
"... Evolution of user interfaces shapes the change in the humancomputer interaction. With the rapid emergence of threedimensional (3D) applications; the need for a new type of interaction device arises as traditional devices such as mouse, keyboard, and joystick become inefficient and cumbersome within ..."
Abstract - Cited by 2 (0 self) - Add to MetaCart
and recognizing hand gestures in the context of humancomputer interaction. Taxonomy of the methods based on the applications that they have been developed for and the approaches that they have used to represent gestures is presented. Direction of future developments is also discussed.

Vision-Based Hand Gesture Recognition for Human-Vehicle Interaction

by Dong Guo, Yonghua Yan, M. Xie , 1998
"... This paper presents a part of research work within the project that aims at developing intelligent, user-friendly and highly safe vehicle. A research framework is proposed that cover the following aspects: control, visual guidance, human-vehicle interaction. Main discussion is focused on the analysi ..."
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on the analysis of interaction modes between human and vehicle under various scenarios such as: calling-up vehicle, stopping vehicle, and directing vehicle, etc. Some preliminary results are shown in order to demonstrate the possibility of making vehicle to detect and understand human s intention and gestures

Vision-based Hand Gesture Recognition for Human-Computer Interaction

by X. Zabulis, H. Baltzakis, A. Argyros
"... In recent years, research efforts seeking to provide more natural, human-centered means of interacting with computers have gained growing interest. A particularly important direction is that of perceptive user interfaces, where the computer is endowed with perceptive capabilities that allow it to ac ..."
Abstract - Cited by 8 (0 self) - Add to MetaCart
In recent years, research efforts seeking to provide more natural, human-centered means of interacting with computers have gained growing interest. A particularly important direction is that of perceptive user interfaces, where the computer is endowed with perceptive capabilities that allow it to acquire both implicit
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