A deep convolutional neural network approach for static hand gesture recognition

V Adithya, R Rajesh - Procedia computer science, 2020 - Elsevier
… the process of feature extraction from meta data by processing it through a number of … deep
learning architecture using convolutional neural network to recognize the static hand gestures

Hand gesture recognition via image processing techniques and deep CNN

YL Chung, HY Chung, WF Tsai - Journal of Intelligent & Fuzzy …, 2020 - content.iospress.com
convolutional neural network (CNN) to enable the identification of various hand gestures. In
the present study, two deep CNN architectures modified from the AlexNet CNN and VGGNet …

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
… Based on the deep learning of the convolution neural network method [31] has a local
perception area, hierarchical structure, feature extraction and classification process and so on, …

Visual hand gesture recognition with convolution neural network

M Han, J Chen, L Li, Y Chang - 2016 17th IEEE/ACIS …, 2016 - ieeexplore.ieee.org
… about gesture recognition using convolution neural network. … of gesture classification
using a convolutional neural network… with deep convolutional neural networks. Advances in …

[PDF][PDF] Hand gesture recognition in video sequences using deep convolutional and recurrent neural networks

F Obaid, A Babadi, A Yoosofan - Applied Computer Systems, 2020 - sciendo.com
… a system for hand gesture recognition in videos by using deep learning architecture. The
videos are recorded using a Kinect device in a vehicle cabinet. The gestures are performed …

Hand gesture recognition using micro-Doppler signatures with convolutional neural network

Y Kim, B Toomajian - IEEE Access, 2016 - ieeexplore.ieee.org
… the feasibility of recognizing human hand gestures using microDoppler signatures … radar
with a deep convolutional neural network (DCNN). Hand gesture recognition using radar can be …

Hand gesture feature extraction using deep convolutional neural network for recognizing American sign language

MR Islam, UK Mitu, RA Bhuiyan… - … on Frontiers of Signal …, 2018 - ieeexplore.ieee.org
… Distinct person hand gesture is used for validation in this paper. The proposed model … hand
gesture recognition of ASL is presented in this paper, the input gestures are collected using

Hand-gesture recognition using two-antenna Doppler radar with deep convolutional neural networks

S Skaria, A Al-Hourani, M Lech… - IEEE Sensors …, 2019 - ieeexplore.ieee.org
… In this paper, we use a miniature radar sensor to capture Doppler signatures of … hand
gestures and train a deep convolutional neural network (DCNN) to classify these captured gestures

Hand Gesture Recognition By Deep Convolutional Neural Network

T Kumaravel - Turkish Journal of Computer and Mathematics …, 2021 - turcomat.org
… There are two types of hand gestures like a glove based and vision-… deep convolutional
neural networks, which used in hand gestures to classify the images held in the hand gesture. …

[HTML][HTML] Real-time hand gesture recognition using fine-tuned convolutional neural network

JP Sahoo, AJ Prakash, P Pławiak, S Samantray - Sensors, 2022 - mdpi.com
hand gesture recognition is presented. The study includes the recognition of hand gestures
based on RGB cameras and depth sensors using machine learning and deep learning