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Sawtooth-enhanced bend sensor for gesture recognition
Gesture recognition has diverse application prospects in the field of human-computer interaction. Recently, gesture recognition devices based on...
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Computer Interactive Gesture Recognition Model Based on Improved YOLOv5 Algorithm
The expansion of virtual and augmented reality, intelligent assistance technology, and other fields has led to an increased demand for human–computer...
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Multi-modal fusion for robust hand gesture recognition based on heterogeneous networks
Hand gesture recognition has become a vital subject in the fields of human-computer interaction and rehabilitation assessment. This paper presents a...
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Wavelet-Based Gesture Recognition Method for Human-Machine Interaction in Aviation
Human-machine interaction (HMI) has been an important research area in many scientific fields for many years with the development of sensor...
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Computer vision-based hand gesture recognition for human-robot interaction: a review
As robots have become more pervasive in our daily life, natural human-robot interaction (HRI) has had a positive impact on the development of...
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TFN-FICFM: sEMG-Based Gesture Recognition Using Temporal Fusion Network and Fuzzy Integral-based Classifier Fusion
Surface electromyography (sEMG)-based gesture recognition is a key technology in the field of human–computer interaction. However, existing gesture...
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Multi-model ensemble gesture recognition network for high-accuracy dynamic hand gesture recognition
Hand gesture and action recognition have been extensively researched in the past two decades due to the emerging advanced acquisition and interaction...
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Attention-based hand semantic segmentation and gesture recognition using deep networks
The ability to discern the shape of hands can be a vital issue in improving the performance of hand gesture recognition for human–computer...
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The Training Gesture Recognition and Early Warning Method Based on CNN Model
In order to improve the scientificity of sports training, this paper combines the CNN model to study the wrong gesture recognition algorithm for...
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Facial electromyogram-based facial gesture recognition for hands-free control of an AR/VR environment: optimal gesture set selection and validation of feasibility as an assistive technology
The rapid expansion of virtual reality (VR) and augmented reality (AR) into various applications has increased the demand for hands-free input...
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Gesture recognition method based on misalignment mean absolute deviation and KL divergence
At present, it has become very convenient to collect channel state information (CSI) from ubiquitous commercial WiFi network cards, and the location...
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A Dynamic Head Gesture Recognition Method for Real-time Intention Inference and Its Application to Visual Human-robot Interaction
Head gesture is a natural and non-verbal communication method for human-computer and human-robot interaction, conveying attitudes and intentions....
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A study on hand gesture recognition algorithm realized with the aid of efficient feature extraction method and convolution neural networks: design and its application to VR environment
Humans maintain and develop interrelationships through various forms of communication, including verbal and nonverbal communications. Gestures, which...
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Hand Gesture Recognition: A Review
The review-paper is primarily focused on the problem arising in the recognition of hand gestures. We have considered gestures of the hand, which are...
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HeadSee: Device-free head gesture recognition with commodity RFID
Research shows that the head posture not only contains important interpersonal information but also is an external manifestation of human...
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Parallel temporal feature selection based on improved attention mechanism for dynamic gesture recognition
Dynamic gesture recognition has become a new type of interaction to meet the needs of daily interaction. It is the most natural, easy to operate, and...
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ML-WiGR: a meta-learning-based approach for cross-domain device-free gesture recognition
Accurate sensing and understanding of gestures can improve the quality of human–computer interaction and show great theoretical significance and...
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sEMG based hand gesture recognition with deformable convolutional network
There is a growing interest in human machine interface and their applications using surface electromyography (sEMG). sEMG based gesture recognition...
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A Vision-Based Hand Gesture Recognition System: Development and Modelling
Gesture recognition systems are gaining popularity nowadays because they can interface with machines via human–computer interaction. The development...