[PDF][PDF] 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 - academia.edu
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 …

Visual Static Hand Gesture Recognition Using Convolutional Neural Network

A Eid, F Schwenker - Algorithms, 2023 - mdpi.com
Hand gestures are an essential part of human-to-human communication and interaction
and, therefore, of technical applications. The aim is increasingly to achieve interaction …

Deep convolutional neural network for hand sign language recognition using model E

Y Pratama, E Marbun, Y Parapat… - Bulletin of Electrical …, 2020 - beei.org
An image processing system that based computer vision has received many attentions from
science and technology expert. Research on image processing is needed in the …

GoogLeNet application towards gesture recognition for ASL character identification

S Jadhav, B Chougula, G Rudrappa… - 2022 IEEE …, 2022 - ieeexplore.ieee.org
Gesture recognition plays a vital role in multiple applications; the applications may be
related to simple aspects such as playing video games to complex tasks such as related to …

Transfer Learning for Improved Hand Gesture Recognition with Neural Networks

R Bekiri, S Babahenini… - 2024 8th International …, 2024 - ieeexplore.ieee.org
Hand recognition is crucial in various applications, such as gesture recognition, augmented
and virtual reality. Hand gestures have the potential to facilitate human-computer interaction …

Visual Static Hand Gesture Recognition Using CNN

A Eid, F Schwenker - 2023 - preprints.org
Hand gestures are an essential part of human-to-human communication and interaction,
and therefore for technical applications, the aim is increasingly to achieve interaction …

[PDF][PDF] Hand Sign Identification System Using Convolutional Neural Network

A Hameed - ijaem.net
Hand gesture is defined as a tool that is mainly used by mute/deaf people for
communication. It reduces the communication gap between those mute/deaf people and the …

Fatigue Predictive Model for Mid-Air Gesture Interaction

MI Adib - 2021 - search.proquest.com
Gesture interaction in HCI has been one of the most important evaluation. For mid-air
gesture interaction, the user moves their hand in different directions to imitate signals that …