YL Chung, HY Chung, WF Tsai - Journal of Intelligent & Fuzzy …, 2020 - content.iospress.com
… convolutionalneuralnetwork (CNN) to enable the identification of various handgestures. In the present study, two deep CNN architectures modified from the AlexNet CNN and VGGNet …
G Li, H Tang, Y Sun, J Kong, G Jiang, D Jiang, B Tao… - Cluster …, 2019 - Springer
… Based on the deeplearning of the convolutionneuralnetwork method [31] has a local perception area, hierarchical structure, feature extraction and classification process and so on, …
M Han, J Chen, L Li, Y Chang - 2016 17th IEEE/ACIS …, 2016 - ieeexplore.ieee.org
… about gesturerecognitionusingconvolutionneuralnetwork. … of gesture classification using a convolutionalneuralnetwork… with deepconvolutionalneuralnetworks. Advances in …
F Obaid, A Babadi, A Yoosofan - Applied Computer Systems, 2020 - sciendo.com
… a system for handgesturerecognition in videos by usingdeeplearning architecture. The videos are recorded using a Kinect device in a vehicle cabinet. The gestures are performed …
Y Kim, B Toomajian - IEEE Access, 2016 - ieeexplore.ieee.org
… the feasibility of recognizing human handgesturesusing microDoppler signatures … radar with a deepconvolutionalneuralnetwork (DCNN). Handgesturerecognitionusing radar can be …
MR Islam, UK Mitu, RA Bhuiyan… - … on Frontiers of Signal …, 2018 - ieeexplore.ieee.org
… Distinct person handgesture is used for validation in this paper. The proposed model … hand gesturerecognition of ASL is presented in this paper, the input gestures are collected using …
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 deepconvolutionalneuralnetwork (DCNN) to classify these captured gestures…
T Kumaravel - Turkish Journal of Computer and Mathematics …, 2021 - turcomat.org
… There are two types of handgestures like a glove based and vision-… deepconvolutional neuralnetworks, which used in handgestures to classify the images held in the handgesture. …
… handgesturerecognition is presented. The study includes the recognition of handgestures based on RGB cameras and depth sensors using machine learning and deeplearning …