Results 11 to 20 of about 8,063 (296)
Dynamic Gesture Recognition System with Gesture Spotting Based on Self-Organizing Maps [PDF]
Applied Sciences, 2021 In this paper, a real-time dynamic hand gesture recognition system with gesture spotting function is proposed. In the proposed system, input video frames are converted to feature vectors, and they are used to form a posture sequence vector that ...
Hiroomi Hikawa +3 more
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Gesture and Action Recognition by Evolved Dynamic Subgestures [PDF]
Procedings of the British Machine Vision Conference 2015, 2015 This paper introduces a framework for gesture and action recognition based on the evolution of temporal gesture primitives, or subgestures. Our work is inspired on the principle of producing genetic variations within a population of gesture subsequences, with the goal of obtaining a set of gesture units that enhance the generalization capability of ...
Víctor Ponce-López +3 more
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Dynamic Hand Gesture Recognition Using Electrical Impedance Tomography [PDF]
Sensors, 2022 Electrical impedance tomography (EIT) has been applied in the field of human-computer interaction due to its advantages including the fact that it is non-invasive and has both low power consumption and a low cost.
Xiuyan Li +6 more
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Real-Time Dynamic Gesture Recognition Method Based on Gaze Guidance [PDF]
IEEE AccessThe application of gesture recognition technology in human-computer interaction fields is widespread. However, issues such as the size of the model parameter space and the occurrence of false positives in real-world interactive scenarios persist.
Binbin Zhang, Weiqing Li, Zhiyong Su
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Dynamic Hand Gesture Recognition Using the Skeleton of the Hand [PDF]
EURASIP Journal on Advances in Signal Processing, 2005 This paper discusses the use of the computer vision in the interpretation of human gestures. Hand gestures would be an intuitive and ideal way of exchanging information with other people in a virtual space, guiding some robots to perform certain tasks ...
Coquin Didier +3 more
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Dynamic Hypergraph Convolutional Networks for Hand Motion Gesture Sequence Recognition [PDF]
TechnologiesThis paper introduces a novel approach to hand motion gesture recognition by integrating the Fourier transform with hypergraph convolutional networks (HGCNs).
Dong-Xing Jing +4 more
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CoRR, 2021 The Human-Machine Interaction (HMI) research field is an important topic in machine learning that has been deeply investigated thanks to the rise of computing power in the last years. The first time, it is possible to use machine learning to classify images and/or videos instead of the traditional computer vision algorithms. The aim of this paper is to
Jonas Bokstaller, Costanza Maria Improta
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Approach for Improving User Interface Based on Gesture Recognition [PDF]
E3S Web of Conferences, 2021 Gesture recognition technology based on visual detection to acquire gestures information is obtained in a non-contact manner. There are two types of gesture recognition: independent and continuous gesture recognition.
Elmagrouni Issam +3 more
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MEMS Devices-Based Hand Gesture Recognition via Wearable Computing
Micromachines, 2023 Gesture recognition has found widespread applications in various fields, such as virtual reality, medical diagnosis, and robot interaction. The existing mainstream gesture-recognition methods are primarily divided into two categories: inertial-sensor ...
Huihui Wang +6 more
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IEEE Access, 2022 To solve the problem of the low recognition rate of continuous dynamic gestures in Chinese sign language, a non-invasive end-to-end continuous dynamic gesture recognition system combining Inertial Measurement Unit (IMU) signal and surface ...
Jinquan Li +3 more
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