A review of hand gesture and sign language recognition techniques

MJ Cheok, Z Omar, MH Jaward - International Journal of Machine …, 2019 - Springer
Hand gesture recognition serves as a key for overcoming many difficulties and providing
convenience for human life. The ability of machines to understand human activities and their …

RETRACTED ARTICLE: Machine learning based sign language recognition: a review and its research frontier

R Elakkiya - Journal of Ambient Intelligence and Humanized …, 2021 - Springer
In the recent past, research in the field of automatic sign language recognition using
machine learning methods have demonstrated remarkable success and made momentous …

Fuzzy human motion analysis: A review

CH Lim, E Vats, CS Chan - Pattern Recognition, 2015 - Elsevier
Abstract Human Motion Analysis (HMA) is currently one of the most popularly active
research domains as such significant research interests are motivated by a number of real …

Sign language recognition using machine learning

J Manikandan, BV Krishna… - … and Smart Electrical …, 2022 - ieeexplore.ieee.org
One of the ways to communicate with deaf and dumb individuals is through sign language.
So, in order to speak with deaf and dumb people, one should learn sign language; yet …

Human–computer interaction for smart environment applications using fuzzy hand posture and gesture models

AR Várkonyi-Kóczy, B Tusor - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
Ever since the assemblage of the first computer, efforts have been made to improve the way
people could use machines. Recently, the usage of smart environments has become …

Fuzzy rule-based hand gesture recognition

BC Bedregal, ACR Costa, GP Dimuro - Ifip international conference on …, 2006 - Springer
This paper introduces a fuzzy rule-based method for the recognition of hand gestures
acquired from a data glove, with an application to the recognition of some sample hand …

Improved hand tracking system

JM Guo, YF Liu, CH Chang… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
This paper presents an improved hand tracking system using pixel-based hierarchical-
feature AdaBoosting (PBHFA), skin color segmentation, and codebook (CB) background …

Fuzzy rule-based hand gesture recognition for bengali characters

TF Ayshee, SA Raka, QR Hasib… - 2014 IEEE …, 2014 - ieeexplore.ieee.org
Sign Language, a language that uses a system of manual, facial, and other body
movements as the means of communication, is the primary means of communication for …

An integrated color and hand gesture recognition approach for an autonomous mobile robot

KY Chen, CC Chien, WL Chang… - 2010 3rd International …, 2010 - ieeexplore.ieee.org
The purpose of this paper is to develop a real-time human-robot interaction with hand
gesture recognition which can be constructed combining color and shape cues. There are …

Interactive projector screen with hand detection using gestures

R Sharma, R Shikher, NV Bansode… - … on Automatic Control …, 2016 - ieeexplore.ieee.org
There are very few interfacing technologies to manipulate real-time behavior for operating
computer systems. During a presentation, it is inconvenient to control the computer and …