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Real-time Hand Gesture Detection and Recognition using Boosted Classifiers and Active Learning
(2012-12-17)
In this article a robust and real-time hand gesture detection and
recognition system for dynamic environments is proposed. The system is based
on the use of boosted classifiers for the detection of hands and the ...
Deep-based recurrent approaches for gesture recognition
(Universidade Federal de Minas GeraisBrasilICX - DEPARTAMENTO DE CIÊNCIA DA COMPUTAÇÃOPrograma de Pós-Graduação em Ciência da ComputaçãoUFMG, 2020-06-12)
The recognition of gestures corresponds to a mathematical interpretation of a human motion by a machine. It involves different aspects and parts of human body, such as variations in the positioning of hands and arms, ...
Hand gesture recognition in real world scenarios using approximate string matching
(Springer, 2020-04-24)
New interaction paradigms combined with emerging technologies have produced the creation of diverse Natural User Interface (NUI) devices in the market. These devices enable the recognition of body gestures allowing users ...
Point Cloud Deep Learning Solution for Hand Gesture Recognition
In the last couple of years, there has been an increasing need for Human-Computer Interaction (HCI) systems that do not require touching the devices to control them, such as ATMs, self service kiosks in airports, terminals ...
Data collection of 3D spatial features of gestures from static peruvian sign language alphabet for sign language recognition
(Institute of Electrical and Electronics Engineers Inc., 2020-10-21)
Peruvian Sign Language Recognition (PSL) is approached as a classification problem. Previous work has employed 2D features from the position of hands to tackle this problem. In this paper, we propose a method to construct ...
Two Hand Gesture Based 3D Navigation in Virtual Environments
Natural interaction is gaining popularity due to its simple, attractive, and realistic nature, which realizes direct Human Computer Interaction (HCI). In this paper, we presented a novel two hand gesture based interaction ...