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CNN Deep Learning with Wavelet Image Fusion of CCD RGB-IR and Depth-Grayscale Sensor Data for Hand Gesture Intention Recognition

Sensors (Basel, Switzerland), 2022-01, Vol.22 (3), p.803

2022

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A Smart Assembly Line Design Using Human–Robot Collaborations with Operator Gesture Recognition by Decision Fusion of Deep Learning Channels of Three Image Sensing Modalities from RGB-D Devices

Sensors and materials, 2024-01, Vol.36 (2), p.729

2024

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RGB-D Depth-sensor-based Hand Gesture Recognition Using Deep Learning of Depth Images with Shadow Effect Removal for Smart Gesture Communication

Sensors and materials, 2022-01, Vol.34 (1), p.203

2022

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Kinect microphone array-based speech and speaker recognition for the exhibition control of humanoid robots

Computers & electrical engineering, 2017-08, Vol.62, p.719-729

2017

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Classification of Restlessness Level by Deep Learning of Visual Geometry Group Convolution Neural Network with Acoustic Speech and Visual Face Sensor Data for Smart Care Applications

Sensors and materials, 2020-07, Vol.32 (7), p.2329

2020

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A Human Manipulator Collaboration-based Scheme for Object Inspection by Robust and Fast Recognition of Hand Pose Sensing Images of Numeric Symbols Combined with Non-numeric Expressions for Smart Factories

Sensors and materials, 2023-01, Vol.35 (3), p.1099

2023

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Designs of human–robot interaction using depth sensor-based hand gesture communication for smart material-handling robot operations

Proceedings of the Institution of Mechanical Engineers. Part B, Journal of engineering manufacture, 2023-02, Vol.237 (3), p.392-413

2023

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A hand gesture action-based emotion recognition system by 3D image sensor information derived from Leap Motion sensors for the specific group with restlessness emotion problems

Microsystem technologies : sensors, actuators, systems integration, 2022-01, Vol.28 (1), p.403-415

2022

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Performance Improvement of Kinect Software Development Kit-Constructed Speech Recognition Using a Client-Server Sensor Fusion Strategy for Smart Human-Computer Interface Control Applications

IEEE access, 2017, Vol.5, p.4154-4162

2017

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Two User Adaptation-Derived Features for Biometrical Classifications of User Identity in 3D-Sensor-Based Body Gesture Recognition Applications

IEEE sensors journal, 2019-10, Vol.19 (19), p.8432-8440

2019

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HMM with improved feature extraction-based feature parameters for identity recognition of gesture command operators by using a sensed Kinect-data stream

Neurocomputing (Amsterdam), 2017-11, Vol.262, p.108-119

2017

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An eigenspace-based method with a user adaptation scheme for human gesture recognition by using Kinect 3D data

Applied mathematical modelling, 2015-10, Vol.39 (19), p.5769-5777

2015

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Hand-gesture-control-based Navigation Using Wearable Armband with Surface Electromyography and Inertial Measurement Unit Sensor Data for Autonomous Guided Vehicles with Robot Operation System-based Simultaneous Localization and Mapping Navigation in Smart Manufacturing

Sensors and materials, 2022-09, Vol.34 (9), p.3513

2022

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Service robot system with integration of wearable Myo armband for specialized hand gesture human–computer interfaces for people with disabilities with mobility problems

Computers & electrical engineering, 2018-07, Vol.69, p.815-827

2018

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A design on recommendations of sensor development platforms with different sensor modalities for making gesture biometrics-based service applications of the specific group

Microsystem technologies : sensors, actuators, systems integration, 2022-01, Vol.28 (1), p.153-166

2022

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Enhancing Eigenspace-Based MLLR Speaker Adaptation Using a Fuzzy Logic Learning Control Scheme

IEICE Transactions on Information and Systems, 2011/10/01, Vol.E94.D(10), pp.1909-1916

DING, Ing-Jr

2011

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Hand gesture intention-based identity recognition using various recognition strategies incorporated with VGG convolution neural network-extracted deep learning features

Journal of intelligent & fuzzy systems, 2021-01, Vol.40 (4), p.7775-7788

2021

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An adaptive hidden Markov model-based gesture recognition approach using Kinect to simplify large-scale video data processing for humanoid robot imitation

Multimedia tools and applications, 2016-12, Vol.75 (23), p.15537-15551

2016

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Feature design scheme for Kinect-based DTW human gesture recognition

Multimedia tools and applications, 2016-08, Vol.75 (16), p.9669-9684

2016

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Reinforcement of MLLR speaker adaptation using optimal linear interpolation

Electronics letters, 2012-03, Vol.48 (5), p.290-292

DING, Ing-Jr

2012

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Hybridized estimations of support vector machine free parameters C and γ using a fuzzy learning strategy for microphone array-based speaker recognition in a Kinect sensor-deployed environment

Multimedia tools and applications, 2017-12, Vol.76 (23), p.25297-25319

2017

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Three-layered hierarchical scheme with a Kinect sensor microphone array for audio-based human behavior recognition

Computers & electrical engineering, 2016-01, Vol.49, p.173-183

2016

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Identity authentication by sensed acoustic voices from a speaking person using an efficient GMM-SVM dual modeling framework

Microsystem technologies : sensors, actuators, systems integration, 2018, Vol.24 (1), p.3-8

2018

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Speech recognition using variable-length frame overlaps by intelligent fuzzy control

Journal of intelligent & fuzzy systems, 2013, Vol.25 (1), p.49-56

Ding, Ing-Jr

2013

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Enhancing GMM speaker identification by incorporating SVM speaker verification for intelligent web-based speech applications

Multimedia tools and applications, 2015-07, Vol.74 (14), p.5131-5140

2015

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CNN Deep Learning with Wavelet Image Fusion of CCD RGB-IR and Depth-Grayscale Sensor Data for Hand Gesture Intention Recognition

A Smart Assembly Line Design Using Human–Robot Collaborations with Operator Gesture Recognition by Decision Fusion of Deep Learning Channels of Three Image Sensing Modalities from RGB-D Devices

RGB-D Depth-sensor-based Hand Gesture Recognition Using Deep Learning of Depth Images with Shadow Effect Removal for Smart Gesture Communication

Kinect microphone array-based speech and speaker recognition for the exhibition control of humanoid robots

Classification of Restlessness Level by Deep Learning of Visual Geometry Group Convolution Neural Network with Acoustic Speech and Visual Face Sensor Data for Smart Care Applications

A Human Manipulator Collaboration-based Scheme for Object Inspection by Robust and Fast Recognition of Hand Pose Sensing Images of Numeric Symbols Combined with Non-numeric Expressions for Smart Factories

Designs of human–robot interaction using depth sensor-based hand gesture communication for smart material-handling robot operations

A hand gesture action-based emotion recognition system by 3D image sensor information derived from Leap Motion sensors for the specific group with restlessness emotion problems

Performance Improvement of Kinect Software Development Kit-Constructed Speech Recognition Using a Client-Server Sensor Fusion Strategy for Smart Human-Computer Interface Control Applications

Two User Adaptation-Derived Features for Biometrical Classifications of User Identity in 3D-Sensor-Based Body Gesture Recognition Applications

HMM with improved feature extraction-based feature parameters for identity recognition of gesture command operators by using a sensed Kinect-data stream

An eigenspace-based method with a user adaptation scheme for human gesture recognition by using Kinect 3D data

Hand-gesture-control-based Navigation Using Wearable Armband with Surface Electromyography and Inertial Measurement Unit Sensor Data for Autonomous Guided Vehicles with Robot Operation System-based Simultaneous Localization and Mapping Navigation in Smart Manufacturing

Service robot system with integration of wearable Myo armband for specialized hand gesture human–computer interfaces for people with disabilities with mobility problems

A design on recommendations of sensor development platforms with different sensor modalities for making gesture biometrics-based service applications of the specific group

Enhancing Eigenspace-Based MLLR Speaker Adaptation Using a Fuzzy Logic Learning Control Scheme

Hand gesture intention-based identity recognition using various recognition strategies incorporated with VGG convolution neural network-extracted deep learning features

An adaptive hidden Markov model-based gesture recognition approach using Kinect to simplify large-scale video data processing for humanoid robot imitation

Feature design scheme for Kinect-based DTW human gesture recognition

Reinforcement of MLLR speaker adaptation using optimal linear interpolation

Hybridized estimations of support vector machine free parameters C and γ using a fuzzy learning strategy for microphone array-based speaker recognition in a Kinect sensor-deployed environment

Three-layered hierarchical scheme with a Kinect sensor microphone array for audio-based human behavior recognition

Identity authentication by sensed acoustic voices from a speaking person using an efficient GMM-SVM dual modeling framework

Speech recognition using variable-length frame overlaps by intelligent fuzzy control

Enhancing GMM speaker identification by incorporating SVM speaker verification for intelligent web-based speech applications

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