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Human Activity Classification With Radar: Optimization and Noise Robustness With Iterative Convolutional Neural Networks Followed With Random Forests
Yier Lin, Le Kernec, Julien, Shufan Yang, Fioranelli, Francesco, Romain, Olivier, Zhiqin Zhao
Published in IEEE sensors journal (01.12.2018)
Published in IEEE sensors journal (01.12.2018)
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Journal Article
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Generalization of Channel Micro-Doppler Capacity Evaluation for Improved Finer-Grained Human Activity Classification Using MIMO UWB Radar
Qi, Fugui, Li, Zhao, Ma, Yangyang, Liang, Fulai, Lv, Hao, Wang, Jianqi, Fathy, Aly E.
Published in IEEE transactions on microwave theory and techniques (01.11.2021)
Published in IEEE transactions on microwave theory and techniques (01.11.2021)
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Human Activity Classification Based on Dynamic Time Warping of an On-Body Creeping Wave Signal
Yang Li, Dong Xue, Forrister, Erik, Lee, George, Garner, Brian, Youngwook Kim
Published in IEEE transactions on antennas and propagation (01.11.2016)
Published in IEEE transactions on antennas and propagation (01.11.2016)
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An Adaptive S-Method to Analyze Micro-Doppler Signals for Human Activity Classification
Li, Fangmin, Yang, Chao, Xia, Yuqing, Ma, Xiaolin, Zhang, Tao, Zhou, Zhou
Published in Sensors (Basel, Switzerland) (29.11.2017)
Published in Sensors (Basel, Switzerland) (29.11.2017)
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Real-Time Human Activity Classification Using Gait Cycle Averaging and Biometric Heuristics
Ellison, Grant, Penelope Markovic, Milla, Yazdansepas, Delaram
Published in Proceedings (IEEE International Conference on Emerging Technologies and Factory Automation) (15.12.2023)
Published in Proceedings (IEEE International Conference on Emerging Technologies and Factory Automation) (15.12.2023)
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Conference Proceeding
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Incremental L1-Norm Linear Discriminant Analysis for Indoor Human Activity Classification
Zlotnikov, Sivan, Markopoulos, Panos P., Ahmad, Fauzia
Published in 2019 IEEE Radar Conference (RadarConf) (01.04.2019)
Published in 2019 IEEE Radar Conference (RadarConf) (01.04.2019)
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Human activity classification from wearable devices with cameras
Lu, Yantao, Velipasalar, Senem
Published in Conference record - Asilomar Conference on Signals, Systems, & Computers (01.10.2017)
Published in Conference record - Asilomar Conference on Signals, Systems, & Computers (01.10.2017)
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Conference Proceeding