scispace - formally typeset
Open AccessJournal ArticleDOI

Real Time Multiple Hand Gesture Recognition System for Human Computer Interaction

Siddharth Swarup Rautaray, +1 more
- 02 May 2012 - 
- Vol. 4, Iss: 5, pp 56-64
TLDR
The present research work focuses on to design and develops a practical framework for real time hand gesture recognition, which has the potential to provide more natural, non-contact solutions.
Abstract
With the increasing use of computing devices in day to day life, the need of user friendly interfaces has lead towards the evolution of different types of interfaces for human computer interaction. Real time vision based hand gesture recognition affords users the ability to interact with computers in more natural and intuitive ways. Direct use of hands as an input device is an attractive method which can communicate much more information by itself in comparison to mice, joysticks etc allowing a greater number of recognition system that can be used in a variety of human computer interaction applications. The gesture recognition system consist of three main modules like hand segmentation, hand tracking and gesture recognition from hand features. The designed system further integrated with different applications like image browser, virtual game etc. possibilities for human computer interaction. Computer Vision based systems has the potential to provide more natural, non-contact solutions. The present research work focuses on to design and develops a practical framework for real time hand gesture

read more

Content maybe subject to copyright    Report

Citations
More filters
Journal ArticleDOI

Hand Gesture Recognition Systems: A Survey

TL;DR: The current research work reviews the work carried out in last twenty years and a brief comparison has been performed to analyze the difficulties encountered by these systems, as well as the limitation.
Journal ArticleDOI

Smart home in a box: usability study for a large scale self-installation of smart home technologies.

TL;DR: Indoor motion tracking sensors are installed with high success rate, low installation success rate was found for door sensors and setting up the Internet server.
Journal ArticleDOI

A Survey on Face Detection and Recognition Techniques in Different Application Domain

TL;DR: A classification of detection techniques is proposed and all the recognition methods also are discussed, which have been widely used in forensics such as criminal identification, secured access, and prison security.
Journal ArticleDOI

Fusing directional wavelet local binary pattern and moments for human action recognition

TL;DR: A new method for human action representation and description is proposed that combines the advantages of local and global descriptions and is verified using standard datasets, achieving high accuracy in comparison with state-of-the-art methods.
Journal ArticleDOI

BLEDoorGuard: A Device-Free Person Identification Framework Using Bluetooth Signals for Door Access

TL;DR: BLEDoorGuard, a wireless, invisible, and robust door access system which leverages received signal strength indicator from Bluetooth low energy (BLE) beacons to recognize a person who accesses a door, is presented.
References
More filters
Proceedings ArticleDOI

Good features to track

TL;DR: A feature selection criterion that is optimal by construction because it is based on how the tracker works, and a feature monitoring method that can detect occlusions, disocclusions, and features that do not correspond to points in the world are proposed.
Book

Human-Computer Interaction

TL;DR: The human and the design of interactive systems: The myth of the infinitely fast machine, a guide to designing for diversity and the process of design.
Proceedings ArticleDOI

An extended set of Haar-like features for rapid object detection

TL;DR: This paper introduces a novel set of rotated Haar-like features that significantly enrich the simple features of Viola et al. scheme based on a boosted cascade of simple feature classifiers.
Journal ArticleDOI

Visual interpretation of hand gestures for human-computer interaction: a review

TL;DR: A fraction of the recycle slurry is treated with sulphuric acid to convert at least some of the gypsum to calcium sulphate hemihydrate and the slurry comprising hemihYDrate is returned to contact the mixture of phosphate rock, phosphoric acid and recycle Gypsum slurry.

Computer Vision Face Tracking For Use in a Perceptual User Interface

TL;DR: The development of the first core module in this effort: a 4-degree of freedom color object tracker and its application to flesh-tone-based face tracking and the development of a robust nonparametric technique for climbing density gradients to find the mode of a color distribution within a video scene.
Related Papers (5)