An efficient method for human hand gesture detection and recognition using deep learning convolutional neural networks

PS Neethu, R Suguna, D Sathish - Soft Computing, 2020 - Springer
The physical movement of the human hand produces gestures, and hand gesture
recognition leads to the advancement in automated vehicle movement system. In this paper …

Hand gesture recognition based on convolution neural network

G Li, H Tang, Y Sun, J Kong, G Jiang, D Jiang, B Tao… - Cluster …, 2019 - Springer
Due to the complexity issue of the hand gesture recognition feature extraction, for example
the variation of the light and background. In this paper, the convolution neural network is …

Development of hand gesture recognition system using machine learning

P Parvathy, K Subramaniam… - Journal of Ambient …, 2021 - Springer
Human computer interaction (HCI) systems are increasing due to the demand for non-
intrusive methods for communicating with machines. In this research article, vision based …

Hand gesture recognition using an adapted convolutional neural network with data augmentation

AA Alani, G Cosma, A Taherkhani… - 2018 4th International …, 2018 - ieeexplore.ieee.org
Hand gestures provide a natural way for humans to interact with computers to perform a
variety of different applications. However, factors such as the complexity of hand gesture …

RETRACTED ARTICLE: Static hand gesture recognition using neural networks

H Hasan, S Abdul-Kareem - Artificial Intelligence Review, 2014 - Springer
This paper presents a novel technique for hand gesture recognition through human–
computer interaction based on shape analysis. The main objective of this effort is to explore …

An experimental analysis of various machine learning algorithms for hand gesture recognition

S Bhushan, M Alshehri, I Keshta, AK Chakraverti… - Electronics, 2022 - mdpi.com
Nowadays, hand gestures have become a booming area for researchers to work on. In
communication, hand gestures play an important role so that humans can communicate …

Hand gesture recognition using PCA based deep CNN reduced features and SVM classifier

JP Sahoo, S Ari, SK Patra - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
Automatic recognition of vision based static hand gesture images is a challenging task due
to illumination changes, diversity in user hand shape and high inter class similarities. This …

Hand gesture recognition on python and opencv

AP Ismail, FA Abd Aziz, NM Kasim… - IOP Conference Series …, 2021 - iopscience.iop.org
Hand gesture recognition is one of the system that can detect the gesture of hand in a real
time video. The gesture of hand is classify within a certain area of interest. In this study …

[PDF][PDF] Real time multiple hand gesture recognition system for human computer interaction

SS Rautaray, A Agrawal - International Journal of Intelligent Systems …, 2012 - mecs-press.org
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 …

Static hand gesture recognition using convolutional neural network with data augmentation

MZ Islam, MS Hossain, R ul Islam… - 2019 Joint 8th …, 2019 - ieeexplore.ieee.org
Computer is a part and parcel in our day to day life and used in various fields. The
interaction of human and computer is accomplished by conventional input devices like …