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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, ...
Easy gesture recognition for Kinect
(Elsevier, 2014-07)
Recent progress in entertainment and gaming systems has brought more natural and intuitive human–computer interfaces to our lives. Innovative technologies, such as Xbox Kinect, enable the recognition of body gestures, which ...
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 ...
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 ...
Gesture Recognition of RGB and RGB-D Static Images Using Convolutional Neural Networks
In this era, the interaction between Human and Computers has always been a fascinating field. With the rapid development in the field of Computer Vision, gesture based recognition systems have always been an interesting ...
Gesture Recognition of RGB and RGB-D Static Images Using Convolutional Neural Networks
In this era, the interaction between Human and Computers has always been a fascinating field. With the rapid development in the field of Computer Vision, gesture based recognition systems have always been an interesting ...
Feature Extraction with Video Summarization of Dynamic Gestures for Peruvian Sign Language Recognition
(Institute of Electrical and Electronics Engineers Inc., 2020-09-01)
In peruvian sign language (PSL), recognition of static gestures has been proposed earlier. However, to state a conversation using sign language, it is also necessary to employ dynamic gestures. We propose a method to extract ...
Including multi-stroke gesture-based interaction in user interfaces using a model-driven method
(ASSOCIATION FOR COMPUTING MACHINERY, 2015-09-07)
Technological advances in touch-based devices now allow users to interact with information systems in new ways, being gesture-based interaction a popular new kid on the block. Many daily tasks can be performed on mobile ...