Human Activity Classification Using Convolutional Neural Networks

Advances in Intelligent Systems and Computing - Advanced Intelligent Systems for Sustainable Development (AI2SD’2019) ◽

10.1007/978-3-030-36677-3_9 ◽

2020 ◽

pp. 69-79

Author(s):

Hamid Aksasse ◽

Brahim Aksasse ◽

Mohammed Ouanan

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Human Activity ◽

Activity Classification

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Human Activity Classification With Radar: Optimization and Noise Robustness With Iterative Convolutional Neural Networks Followed With Random Forests

IEEE Sensors Journal ◽

10.1109/jsen.2018.2872849 ◽

2018 ◽

Vol 18 (23) ◽

pp. 9669-9681 ◽

Cited By ~ 13

Author(s):

Yier Lin ◽

Julien Le Kernec ◽

Shufan Yang ◽

Francesco Fioranelli ◽

Olivier Romain ◽

...

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Human Activity ◽

Random Forests ◽

Noise Robustness ◽

Activity Classification

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Human Activity Classification for Radar Signatures using Widened Convolutional Neural Networks

10.1109/asiancon51346.2021.9544987 ◽

2021 ◽

Author(s):

A.Helen Victoria ◽

G. Maragatham

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Human Activity ◽

Activity Classification ◽

Radar Signatures

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Deep Convolutional Neural Networks for Human Activity Classification

Learning and Analytics in Intelligent Systems - Intelligent Computing Paradigm and Cutting-edge Technologies ◽

10.1007/978-3-030-38501-9_7 ◽

2020 ◽

pp. 77-87

Author(s):

Hamid Aksasse ◽

Brahim Aksasse ◽

Mohammed Ouanan

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Human Activity ◽

Activity Classification ◽

Deep Convolutional Neural Networks

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Human Activity Classification With Transmission and Reflection Coefficients of On-Body Antennas Through Deep Convolutional Neural Networks

IEEE Transactions on Antennas and Propagation ◽

10.1109/tap.2017.2677918 ◽

2017 ◽

Vol 65 (5) ◽

pp. 2764-2768 ◽

Cited By ~ 19

Author(s):

Youngwook Kim ◽

Yang Li

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Human Activity ◽

Reflection Coefficients ◽

Activity Classification ◽

Deep Convolutional Neural Networks ◽

Transmission And Reflection Coefficients ◽

Transmission And Reflection

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Human Activity Classification with Frequency Modulated Continuous Wave Radar Using Deep Convolutional Neural Networks

2019 International Radar Conference (RADAR) ◽

10.1109/radar41533.2019.171243 ◽

2019 ◽

Cited By ~ 2

Author(s):

Rodrigo Hernangomez ◽

Avik Santra ◽

Slawomir Stanczak

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Human Activity ◽

Continuous Wave ◽

Activity Classification ◽

Deep Convolutional Neural Networks ◽

Wave Radar

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Using convolutional neural networks for human activity classification on micro-Doppler radar spectrograms

10.1117/12.2227947 ◽

2016 ◽

Cited By ~ 4

Author(s):

Tyler S. Jordan

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Human Activity ◽

Doppler Radar ◽

Activity Classification

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Human Activity Classification Based on Point Clouds Measured by Millimeter Wave MIMO Radar with Deep Recurrent Neural Networks

IEEE Sensors Journal ◽

10.1109/jsen.2021.3068388 ◽

2021 ◽

pp. 1-1

Author(s):

Youngwook Kim ◽

Ibrahim Alnujaim ◽

Daegun Oh

Keyword(s):

Neural Networks ◽

Millimeter Wave ◽

Human Activity ◽

Recurrent Neural Networks ◽

Point Clouds ◽

Mimo Radar ◽

Activity Classification

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HUMAN ACTIVITY DETECTION AND ACTION RECOGNITION IN VIDEOS USING CONVOLUTIONAL NEURAL NETWORKS

Journal of Information and Communication Technology ◽

10.32890/jict2020.19.2.1 ◽

2020 ◽

Vol 19 (2) ◽

pp. 157-183

Author(s):

Jagadeesh Basavaiah ◽

Chandrashekar Mohan Patil

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Action Recognition ◽

Human Activity ◽

Activity Detection ◽

Human Activity Detection

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Human Activity Recognition Based on Loss-Net Fusion Domain Convolutional Neural Networks

2019 IEEE International Conference on Computation, Communication and Engineering (ICCCE) ◽

10.1109/iccce48422.2019.9010800 ◽

2019 ◽

Author(s):

Zhang Ning ◽

Lee Suk-Hwan ◽

Lee Eung-Joo

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition ◽

Fusion Domain

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Layer-wise training convolutional neural networks with smaller filters for human activity recognition using wearable sensors

IEEE Sensors Journal ◽

10.1109/jsen.2020.3015521 ◽

2020 ◽

pp. 1-1

Author(s):

Yin Tang ◽

Qi Teng ◽

Lei Zhang ◽

Fuhong Min ◽

Jun He

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Activity Recognition ◽

Human Activity ◽

Wearable Sensors ◽

Human Activity Recognition

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