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 …

Human activity analysis: A review

JK Aggarwal, MS Ryoo - Acm Computing Surveys (Csur), 2011 - dl.acm.org
Human activity recognition is an important area of computer vision research. Its applications
include surveillance systems, patient monitoring systems, and a variety of systems that …

[PDF][PDF] 人运动的视觉分析综述

王亮, 胡卫明, 谭铁牛 - 2002 - cbsr.ia.ac.cn
摘要目前, 人运动的视觉分析是计算机视觉领域中最活跃的研究主题之一, 其核心是利用计算机
视觉技术从图像序列中检测, 跟踪, 识别人并对其行为进行理解与描述, 它在虚拟现实, 视觉监控 …

Sign language recognition, generation, and translation: An interdisciplinary perspective

D Bragg, O Koller, M Bellard, L Berke… - Proceedings of the 21st …, 2019 - dl.acm.org
Developing successful sign language recognition, generation, and translation systems
requires expertise in a wide range of fields, including computer vision, computer graphics …

CVAE-GAN: fine-grained image generation through asymmetric training

J Bao, D Chen, F Wen, H Li… - Proceedings of the IEEE …, 2017 - openaccess.thecvf.com
We present variational generative adversarial networks, a general learning framework that
combines a variational auto-encoder with a generative adversarial network, for synthesizing …

Survey on emotional body gesture recognition

F Noroozi, CA Corneanu, D Kamińska… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Automatic emotion recognition has become a trending research topic in the past decade.
While works based on facial expressions or speech abound, recognizing affect from body …

Ms-asl: A large-scale data set and benchmark for understanding american sign language

HRV Joze, O Koller - arXiv preprint arXiv:1812.01053, 2018 - arxiv.org
Sign language recognition is a challenging and often underestimated problem comprising
multi-modal articulators (handshape, orientation, movement, upper body and face) that …

Vision based hand gesture recognition for human computer interaction: a survey

SS Rautaray, A Agrawal - Artificial intelligence review, 2015 - Springer
As computers become more pervasive in society, facilitating natural human–computer
interaction (HCI) will have a positive impact on their use. Hence, there has been growing …

Toward human activity recognition: a survey

G Saleem, UI Bajwa, RH Raza - Neural Computing and Applications, 2023 - Springer
Human activity recognition (HAR) is a complex and multifaceted problem. The research
community has reported numerous approaches to perform HAR. Along with HAR …

Neural sign language translation based on human keypoint estimation

SK Ko, CJ Kim, H Jung, C Cho - Applied sciences, 2019 - mdpi.com
We propose a sign language translation system based on human keypoint estimation. It is
well-known that many problems in the field of computer vision require a massive dataset to …