Self-powered gesture recognition wristband enabled by machine learning for full keyboard and multi-command input.
Sign Up to like & getrecommendations! Published in 2022 at "Advanced materials"
DOI: 10.1002/adma.202200793
Abstract: Virtual reality is a brand new technology that can be applied extensively. To realize virtual reality, certain types of humanâ€computer interaction equipment are necessary. Existing virtual reality technologies often rely on cameras, data gloves, game… read more here.
Keywords: recognition wristband; virtual reality; command; gesture recognition ... See more keywords
Noncontact Electromagnetic Wireless Recognition for Prosthesis Based on Intelligent Metasurface
Sign Up to like & getrecommendations! Published in 2022 at "Advanced Science"
DOI: 10.1002/advs.202105056
Abstract: With the development of artificial intelligence and Internet of Things, hand gesture recognition techniques have attracted great attention owing to their excellent applications in developing human‐machine interaction (HMI). Here, the authors propose a non‐contact hand… read more here.
Keywords: recognition; based intelligent; gesture recognition; intelligent metasurface ... See more keywords
Highly flexible fabric strain sensor based on graphene nanoplatelet–polyaniline nanocomposites for human gesture recognition
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Applied Polymer Science"
DOI: 10.1002/app.45340
Abstract: Flexible and wearable smart fabrics are becoming increasingly popular in healthcare and motion monitoring because of their potential applications in flexible and stretchable electronics. The integration of ordinary fabric with conductive fillers provides the fabric… read more here.
Keywords: fabric; gesture recognition; strain; fabric strain ... See more keywords
Research on key issues of gesture recognition for artificial intelligence
Sign Up to like & getrecommendations! Published in 2020 at "Soft Computing"
DOI: 10.1007/s00500-019-04342-3
Abstract: Gesture recognition has become a hot spot in the direction of artificial intelligence and has great research significance. At present, some classical algorithms, such as the neural network method and the hidden Markov method, have… read more here.
Keywords: research; gesture recognition; gesture; recognition ... See more keywords
Surface EMG hand gesture recognition system based on PCA and GRNN
Sign Up to like & getrecommendations! Published in 2019 at "Neural Computing and Applications"
DOI: 10.1007/s00521-019-04142-8
Abstract: The principal component analysis method and GRNN neural network are used to construct the gesture recognition system, so as to reduce the redundant information of EMG signals, reduce the signal dimension, improve the recognition efficiency… read more here.
Keywords: recognition system; system; surface emg; gesture recognition ... See more keywords
Gesture recognition based human–robot interactive control for robot soccer
Sign Up to like & getrecommendations! Published in 2018 at "Microsystem Technologies"
DOI: 10.1007/s00542-018-4138-1
Abstract: This paper proposes an interaction method in human gestures for controlling robot play soccer. It aims to design a human–robot interactive control scheme let a humanoid robot to substitute who want but cannot such as… read more here.
Keywords: robot; soccer; gesture recognition; human robot ... See more keywords
Continuous touch gesture recognition based on RNNs for capacitive proximity sensors
Sign Up to like & getrecommendations! Published in 2020 at "Personal and Ubiquitous Computing"
DOI: 10.1007/s00779-020-01472-6
Abstract: The use of capacitive sensors in the automotive context opens new possibilities in the development of new interfaces for machine interaction with the vehicle occupants. Large smart surfaces with gesture recognition will possibly be part… read more here.
Keywords: recognition based; gesture recognition; gesture; touch gesture ... See more keywords
Gesture Recognition Based on Kinect and sEMG Signal Fusion
Sign Up to like & getrecommendations! Published in 2018 at "Mobile Networks and Applications"
DOI: 10.1007/s11036-018-1008-0
Abstract: A weighted fusion method of D-S evidence theory in decision making is proposed to aim at the problem of lacking in the distribution of trust, data processing and precision in D-S evidential theory. The method… read more here.
Keywords: fusion; recognition based; gesture recognition; based kinect ... See more keywords
Hand gesture recognition in real world scenarios using approximate string matching
Sign Up to like & getrecommendations! Published in 2020 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-020-08913-7
Abstract: 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 to interact with applications… read more here.
Keywords: string matching; gesture recognition; recognition; hand ... See more keywords
Echo State Networks and Long Short-Term Memory for Continuous Gesture Recognition: a Comparative Study
Sign Up to like & getrecommendations! Published in 2020 at "Cognitive Computation"
DOI: 10.1007/s12559-020-09754-0
Abstract: Recent developments of sensors that allow tracking of human movements and gestures enable rapid progress of applications in domains like medical rehabilitation or robotic control. Especially the inertial measurement unit (IMU) is an excellent device… read more here.
Keywords: state; continuous gesture; gesture recognition; gesture ... See more keywords
Development of hand gesture recognition system using machine learning
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Ambient Intelligence and Humanized Computing"
DOI: 10.1007/s12652-020-02314-2
Abstract: Human computer interaction (HCI) systems are increasing due to the demand for non-intrusive methods for communicating with machines. In this research article, vision based hand gesture recognition (HGR) System has been proposed using machine learning.… read more here.
Keywords: recognition; hand gesture; system; gesture recognition ... See more keywords