A review of hand gesture and sign language recognition techniques

MJ Cheok, Z Omar, MH Jaward - International Journal of Machine …, 2019 - Springer
Hand gesture recognition serves as a key for overcoming many difficulties and providing
convenience for human life. The ability of machines to understand human activities and their …

Recent methods and databases in vision-based hand gesture recognition: A review

PK Pisharady, M Saerbeck - Computer Vision and Image Understanding, 2015 - Elsevier
Successful efforts in hand gesture recognition research within the last two decades paved
the path for natural human–computer interaction systems. Unresolved challenges such as …

Interacting with soli: Exploring fine-grained dynamic gesture recognition in the radio-frequency spectrum

S Wang, J Song, J Lien, I Poupyrev… - Proceedings of the 29th …, 2016 - dl.acm.org
This paper proposes a novel machine learning architecture, specifically designed for radio-
frequency based gesture recognition. We focus on high-frequency (60] GHz), short-range …

Recognizing 50 human action categories of web videos

KK Reddy, M Shah - Machine vision and applications, 2013 - Springer
Action recognition on large categories of unconstrained videos taken from the web is a very
challenging problem compared to datasets like KTH (6 actions), IXMAS (13 actions), and …

Review of constraints on vision‐based gesture recognition for human–computer interaction

BK Chakraborty, D Sarma, MK Bhuyan… - IET Computer …, 2018 - Wiley Online Library
The ability of computers to recognise hand gestures visually is essential for progress in
human–computer interaction. Gesture recognition has applications ranging from sign …

Gesture recognition: A survey

S Mitra, T Acharya - IEEE Transactions on Systems, Man, and …, 2007 - ieeexplore.ieee.org
Gesture recognition pertains to recognizing meaningful expressions of motion by a human,
involving the hands, arms, face, head, and/or body. It is of utmost importance in designing an …

[图书][B] Handbook of virtual environments: Design, implementation, and applications

KS Hale, KM Stanney - 2014 - books.google.com
This second edition of a bestseller presents systematic and extensive coverage of the
primary areas of research and development within VE technology. It brings together a …

A real time system for dynamic hand gesture recognition with a depth sensor

A Kurakin, Z Zhang, Z Liu - 2012 Proceedings of the 20th …, 2012 - ieeexplore.ieee.org
Recent advances in depth sensing provide exciting opportunities for the development of
new methods for human activity understanding. Yet, little work has been done in the area of …

Multimodal gesture recognition based on the resc3d network

Q Miao, Y Li, W Ouyang, Z Ma, X Xu… - Proceedings of the …, 2017 - openaccess.thecvf.com
Gesture recognition is an important issue in computer vision. Recognizing gestures with
videos remains a challenging task due to the barriers of gesture-irrelevant factors. In this …

Understanding video events: A survey of methods for automatic interpretation of semantic occurrences in video

G Lavee, E Rivlin, M Rudzsky - IEEE Transactions on Systems …, 2009 - ieeexplore.ieee.org
Understanding video events, ie, the translation of low-level content in video sequences into
high-level semantic concepts, is a research topic that has received much interest in recent …