Results 11 to 20 of about 4,035,908 (242)

A Review of the Hand Gesture Recognition System: Current Progress and Future Directions

IEEE Access, 2021
This paper reviewed the sign language research in the vision-based hand gesture recognition system from 2014 to 2020. Its objective is to identify the progress and what needs more attention. We have extracted a total of 98 articles from well-known online
Noraini Mohamed, Mumtaz Begum Mustafa, Nazean Jomhari   +2 more
doaj   +3 more sources

Hand Gesture Recognition for Sign Language Using 3DCNN

IEEE Access, 2020
Recently, automatic hand gesture recognition has gained increasing importance for two principal reasons: the growth of the deaf and hearing-impaired population, and the development of vision-based applications and touchless control on ubiquitous devices.
Muneer Al-Hammadi, Ghulam Muhammad, Wadood Abdul, Mansour Alsulaiman, Mohamed A. Bencherif, Mohamed Amine Mekhtiche   +5 more
doaj   +3 more sources

Deep Learning-Based Approach for Sign Language Gesture Recognition With Efficient Hand Gesture Representation

IEEE Access, 2020
Hand gesture recognition is an attractive research field with a wide range of applications, including video games and telesurgery techniques. Another important application of hand gesture recognition is the translation of sign language, which is a ...
Muneer Al-Hammadi, Ghulam Muhammad, Wadood Abdul, Mansour Alsulaiman, Mohammed A. Bencherif, Tareq S. Alrayes, Hassan Mathkour, Mohamed Amine Mekhtiche   +7 more
doaj   +3 more sources

Combined Hand Gesture — Speech Model for Human Action Recognition

Sensors, 2013
This study proposes a dynamic hand gesture detection technology to effectively detect dynamic hand gesture areas, and a hand gesture recognition technology to improve the dynamic hand gesture recognition rate.
Sheng-Tzong Cheng, Chih-Wei Hsu, Jian-Pan Li   +2 more
doaj   +2 more sources

Hand gesture recognition via deep data optimization and 3D reconstruction [PDF]

PeerJ Computer Science, 2023
Hand gesture recognition (HGR) are the most significant tasks for communicating with the real-world environment. Recently, gesture recognition has been extensively utilized in diverse domains, including but not limited to virtual reality, augmented ...
Zaid Mustafa, Heba Nsour, Sheikh Badar ud din Tahir   +2 more
doaj   +3 more sources

End-to-End Ultrasonic Hand Gesture Recognition [PDF]

Sensors
As the number of electronic gadgets in our daily lives is increasing and most of them require some kind of human interaction, this demands innovative, convenient input methods.
Elfi Fertl, Do Dinh Tan Nguyen, Martin Krueger, Georg Stettinger, Rubén Padial-Allué, Encarnación Castillo, Manuel P. Cuéllar   +6 more
doaj   +2 more sources

HGR-ViT: Hand Gesture Recognition with Vision Transformer [PDF]

Sensors, 2023
Hand gesture recognition (HGR) is a crucial area of research that enhances communication by overcoming language barriers and facilitating human-computer interaction.
Chun Keat Tan, Kian Ming Lim, Roy Kwang Yang Chang, Chin Poo Lee, Ali Alqahtani   +4 more
doaj   +2 more sources

Hand gesture recognition for multimedia applications [PDF]

, 2008
Hand gesture is potentially a very natural and useful modality for human-machine interaction. It is considered to be one of the most complicated and interesting challenges in computer vision due to its articulated structure and environmental variations.
Al-Rajab, Moaath
core   +8 more sources

Semi-Supervised Joint Learning for Hand Gesture Recognition from a Single Color Image

Sensors, 2021
Hand gesture recognition and hand pose estimation are two closely correlated tasks. In this paper, we propose a deep-learning based approach which jointly learns an intermediate level shared feature for these two tasks, so that the hand gesture ...
Chi Xu, Yunkai Jiang, Jun Zhou, Yi Liu
doaj   +1 more source

Generating 3D product design models in real-time using hand motion and gesture [PDF]

, 2010
This thesis was submitted for the degree of Master of Philosophy and awarded by Brunel University.Three dimensional product design models are widely used in conceptual design and in the early stage of prototyping during the design processes.
Orphanides, Stephan
core   +7 more sources