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An Encompassing Review on Hand Gesture Techniques

2019 International Journal of Innovative Research in Science Engineering and Technology  
The wireless communication enables the users to interact with the robot in a more friendly way. Hand gesture technique is used enormously in recent years for human-computer interaction.  ...  The hands, arms, body, and face used for gesture technique perceive critical demeanours of movement by a human.  ...  Moreover, the computational complexity of such approaches is generally huge Vision based hand gesture recognition for human computer interaction since it is proportional to the number of gestures to be  ... 
doi:10.15680/ijirset.2019.0802053 fatcat:3f5yby3hfraxlfszaqtigvlvme

Real Time Hand Gesture Recognition System for Dynamic Applications

Siddharth S. Rautaray
2012 International Journal of UbiComp  
Conceiving a future era of human-computer interaction with the implementations of 3D application where the user may be able to move and rotate objects simply by moving and rotating his hand -all without  ...  The prototype architecture of the application comprises of a central computational module that applies the camshift technique for tracking of hands and its gestures.  ...  The main advantage of using hand gestures is to interact with computer as a non-contact human computer input modality.  ... 
doi:10.5121/iju.2012.3103 fatcat:boljd4dhijf5tmv5tw55u4lu4y

The Issues of 3D Hand Gesture and Posture Recognition Using the Kinect [chapter]

Mohamed-Ikbel Boulabiar, Gilles Coppin, Franck Poirier
2014 Lecture Notes in Computer Science  
We present a system able to track the hand in 3D, log its position and surface information during the time, and recognize hand postures and gestures.  ...  Besides the emergence of many input devices and sensors, they are still unable to provide good and simple recognition of human postures and gestures.  ...  He worked on exploring the extension of 2D Angle Quantization algorithm to 3D and on the mentioned ICP tests.  ... 
doi:10.1007/978-3-319-07230-2_20 fatcat:tm76kulhbzdijl67iud6a7yxui

A Hand Gesture Recognition Library for a 3D Viewer Supported by Kinect's Depth Sensor

Khoa Thi-Minh Tran, Seung-Hyun Oh
2014 International Journal of Multimedia and Ubiquitous Engineering  
Hand gestures are detected and defined using tracked information from the Kinect depth camera.  ...  In modern life, human-computer interaction has received the most interest from researchers, especially in developing new interaction methods.  ...  Heritage-Tourism-3D-Viewer, Hand Gesture Recognition Library, and 2D-to-3D Conversion The Heritage Tourism 3D Viewer is an alternative method for interaction between humans and computers.  ... 
doi:10.14257/ijmue.2014.9.4.31 fatcat:x274up7jzvbvzitlgpvs43irtq

Vision based hand gesture recognition for human computer interaction: a survey

Siddharth S. Rautaray, Anupam Agrawal
2012 Artificial Intelligence Review  
It focuses on the three main phases of hand gesture recognition i.e. detection, tracking and recognition.  ...  It further discusses the advances that are needed to further improvise the present hand gesture recognition systems for future perspective that can be widely used for efficient human computer interaction  ...  and accurate hand gesture recognition systems for human computer interaction.  ... 
doi:10.1007/s10462-012-9356-9 fatcat:qtmmnc5bdfatnjyryw724nvy2i

Vision based 3D Gesture Tracking using Augmented Reality and Virtual Reality for Improved Learning Applications

Zainal Rasyid Mahayuddin, A F M Saifuddin Saif
2021 International Journal of Advanced Computer Science and Applications  
The core goal of this research is to present analysis on methods, frameworks followed by experimental performance on recognition and tracking of hand gestures and interaction with virtual objects in smartphones  ...  3D gesture recognition and tracking based augmented reality and virtual reality have become a big interest of research because of advanced technology in smartphones.  ...  of gesture tracking and recognition in the domain of computer vision and pattern recognition.  ... 
doi:10.14569/ijacsa.2021.0121279 fatcat:ampzckzbzngrxmttwickvhbnae

Gesture Recognition: A Survey

Bharti Bansal
2016 International Journal of Computer Applications  
The need of easy to use and advance types of human-computer interaction with natural interfaces is more than ever.  ...  With increasing use of computers in our daily lives, lately there has been a rapid increase in the efforts to develop a better human computer interaction interface.  ...  It can be seen as a process in which receiver will recognizes the gesture made by a user. In that sense gesture recognition provide a natural mean for human computer interaction.  ... 
doi:10.5120/ijca2016909103 fatcat:gn6gw2lbgfelzn46whl5xuxo3m


Zainab Iqbal, Mohammad Amjad
2020 International Journal of Engineering Applied Sciences and Technology  
This paper gives an overview of existing writing in regards to gesture recognition for communication between a human and computer by classifying it as per hand motions and eye motions.  ...  The key purpose of this paper is to depict the usefulness of human computer interaction and to exhibit a rundown of progress accomplished till date which can further enhance the current gesture recognition  ...  Our effort is to present a basic idea of human computer interaction and various methodologies which are applied for tracking gestures.  ... 
doi:10.33564/ijeast.2020.v05i05.025 fatcat:takkhbs5jjazzoysduqbxpm2fu

A Survey on Vision-based Dynamic Gesture Recognition

Sumpi Saikia, Sarat Saharia
2016 International Journal of Computer Applications  
Gesture is the most primitive way of communication among human being.  ...  This paper presents a comprehensive survey on the vision-based dynamic gesture recognition approaches, a comparative study on those methods, and find out the issues and challenges in this area.  ...  Virtual reality interaction uses the hand gesture to manipulate the virtual movements using one or two hands for 2D and 3D interactions display [23] .  ... 
doi:10.5120/ijca2016908655 fatcat:feq7scxuibcm7lz6p44yk75e2a

Human Computer interaction for smart environment applications using hand gestures and facial expressions

Qing Chen, Marius D. Cordea, Emil M. Petriu, Annamaria R. Varkonyi Koczy, Thomas E. Whalen
2009 International Journal of Advanced Media and Communication  
The paper discusses two body-language humancomputer interaction modalities, namely facial expressions and hand gestures, for healthcare and smart environment applications.  ...  ACKNOWLEDGMENT This work was funded in part by the Natural Sciences and Engineering Research Council of Canada (NSERC), the Communications and Information Technology Ontario (CITO), and the Communications  ...  paper discusses two body-language human-computer interaction modalities based on the video-recognition of human hand gestures and face expressions.  ... 
doi:10.1504/ijamc.2009.026854 fatcat:2gvfsukaqfapfieagvmtm7igui

Hand Gesture Recognition Based on Computer Vision: A Review of Techniques

Munir Oudah, Ali Al-Naji, Javaan Chahl
2020 Journal of Imaging  
Hand gestures are a form of nonverbal communication that can be used in several fields such as communication between deaf-mute people, robot control, humancomputer interaction (HCI), home automation and  ...  algorithms and drawbacks, number and types of gestures, dataset used, detection range (distance) and type of camera used.  ...  Acknowledgments: The authors would like to thank the staff in Electrical Engineering Technical College, Middle Technical University, Baghdad, Iraq and the participants for their support to conduct the  ... 
doi:10.3390/jimaging6080073 pmid:34460688 fatcat:zmid23k67vbozb54sfji4nlfiy

Survey on Various Gesture Recognition Technologies and Techniques

Noor AdnanIbraheem, Rafiqul Zaman Khan
2012 International Journal of Computer Applications  
Hand gesture recognition has greater importance in designing an efficient human computer interaction system.  ...  Using gestures as a natural interface benefits as a motivation for analyzing, modeling, simulation, and recognition of gestures.  ...  INTRODUCTION Gestures and face expressions easily used for daily humans interactions [1] while human computer interactions still require understanding and analyzing signals to interpret the desired command  ... 
doi:10.5120/7786-0883 fatcat:vbs2vtzbvfa5ppsdy6kr2kwevy

Real Time Gesture Recognition System for Interaction in Dynamic Environment

Siddharth S. Rautaray, Anupam Agrawal
2012 Procedia Technology - Elsevier  
The gesture recognition system uses image processing techniques for detection, segmentation, tracking and recognition of hand gestures for converting it to a meaningful command.  ...  The development of user interfaces influences the changes in the Human-Computer Interaction (HCI). Human hand gestures have been a mode of non verbal interaction widely used.  ...  This makes the gesture recognition system more generalized and adaptive towards human computer interaction.  ... 
doi:10.1016/j.protcy.2012.05.095 fatcat:jm4ofugchzbgnokvjyh2miuak4

Human Computer Interaction Based HEMD Using Hand Gesture

A. Stenila, M.Merlin Asuntha
2017 International Journal of Advanced engineering Management and Science  
Hand gesture based Human-Computer-Interaction (HCI) is one of the most normal and spontaneous ways to communicate between people and apparatus to present a hand gesture recognition system with Webcam,  ...  Diverse from conventional vision-based hand gesture recognition methods that use color-markers for hand detection, this system uses both the depth and color information from Webcam to detect the hand shape  ...  Hand gesture recognition is finding its application for non verbal communiqué flanked by human and computer, general fit person and physically challenged people, 3D betting, practical certainty etc.  ... 
doi:10.24001/ijaems.3.5.30 fatcat:vughjykgifccdnsvyh23rdsrfe

Human Computer Interaction – Hand Gesture Recognition

Riya Jain, Muskan Jain, Roopal Jain, Suman Madan
2021 Advanced Journal of Graduate Research  
Hand gestures are a form of nonverbal communication that can be applied to several fields, including deaf-mute communication, robot control, humancomputer interaction (HCI), home automation, and medical  ...  Gesture recognition is a subject of science and language innovation that focuses on numerically quantifying human gestures.  ...  The authors would like to express their gratitude to the Jagan Institute of Management Studies for providing us with the opportunity to produce this research paper and for encouraging us to do so.  ... 
doi:10.21467/ajgr.11.1.1-9 fatcat:tzvfko6ul5eyfcz4iuti7sln5m
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