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Huy Hieu Pham

Huy-Hieu Pham

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2020 – today

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2022
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Anh-Tu Nguyen, Thao Nguyen, Huy-Khiem Le, Huy-Hieu Pham, Cuong Do:
A novel deep learning-based approach for sleep apnea detection using single-lead ECG signals. CoRR abs/2208.03408 (2022)

2010 – 2019

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2019
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Huy-Hieu Pham:
Architectures d'apprentissage profond pour la reconnaissance d'actions humaines dans des séquences vidéo RGB-D monoculaires : application à la surveillance dans les transports publics. (Deep learning architectures for human action recognition from monocular RGB-D video sequences : application to public transport monitoring). Paul Sabatier University, Toulouse, France, 2019
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Huy-Hieu Pham, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin:
Learning to recognise 3D human action from a new skeleton-based representation using deep convolutional neural networks. IET Comput. Vis. 13(3): 319-328 (2019)
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Huy-Hieu Pham, Houssam Salmane, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin:
A Deep Learning Approach for Real-Time 3D Human Action Recognition from Skeletal Data. CoRR abs/1907.03520 (2019)
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Huy-Hieu Pham, Houssam Salmane, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin:
A Unified Deep Framework for Joint 3D Pose Estimation and Action Recognition from a Single RGB Camera. CoRR abs/1907.06968 (2019)
2018
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Huy-Hieu Pham, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin:
Skeletal Movement to Color Map: A Novel Representation for 3D Action Recognition with Inception Residual Networks. ICIP 2018: 3483-3487
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Huy-Hieu Pham, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin:
Learning and Recognizing Human Action from Skeleton Movement with Deep Residual Neural Networks. CoRR abs/1803.07780 (2018)
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Huy-Hieu Pham, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin:
Exploiting deep residual networks for human action recognition from skeletal data. CoRR abs/1803.07781 (2018)
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Huy-Hieu Pham, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin:
Skeletal Movement to Color Map: A Novel Representation for 3D Action Recognition with Inception Residual Networks. CoRR abs/1807.07033 (2018)
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Huy-Hieu Pham, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin:
Learning to Recognize 3D Human Action from A New Skeleton-based Representation Using Deep Convolutional Neural Networks. CoRR abs/1812.10550 (2018)
2016
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Huy-Hieu Pham, Thi-Lan Le, Nicolas Vuillerme:
Real-Time Obstacle Detection System in Indoor Environment for the Visually Impaired Using Microsoft Kinect Sensor. J. Sensors 2016: 3754918:1-3754918:13 (2016)

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