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Kenshi Saho
ORCID
Publication Activity (10 Years)
Years Active: 2012-2024
Publications (10 Years): 25
Top Topics
Deep Learning
Gait Features
Kalman Filter
Radar Imaging
Top Venues
ATAIT
Sensors
IEEE Access
LifeTech
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Publications
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Jiale Ren
,
Hengyi Li
,
Aihui Wang
,
Kenshi Saho
,
Lin Meng
Radar-based gait analysis by Transformer-liked network for dementia diagnosis.
Biomed. Signal Process. Control.
91 (2024)
Keitaro Shioiri
,
Kenshi Saho
Exploration of Effective Time-Velocity Distribution for Doppler-Radar-Based Personal Gait Identification Using Deep Learning.
Sensors
23 (2) (2023)
Ryosuke Iida
,
Kazuhide Kamiya
,
Xiangbo Kong
,
Kenshi Saho
Classification of Rush-Out Risk of Pedestrians in Blind Area Using 2.4 GHz FMCW Radar.
ATAIT
(2023)
Ryuto Ishibashi
,
Naoto Nojiri
,
Hayata Kaneko
,
Kenshi Saho
,
Lin Meng
Optimized Vision Transformer for Dementia Diagnosis Using Micro-Doppler Radar.
SMC
(2023)
Shuhei Hashimoto
,
Xiangbo Kong
,
Kosuke Manabe
,
Hiroshi Minematsu
,
Kenshi Saho
Classification of Behaviors Related to Bed-Leaving and Bed-Lying Using Millimeter-Wave FMCW Radar.
ATAIT
(2023)
Ryoto Ishibashi
,
Naoto Nojiri
,
Kenshi Saho
,
Lin Meng
Dementia Diagnose Based on Machine Learning Using Doppler Radar Image for the Elderly Person.
ATAIT
(2022)
Kenshi Saho
,
Masahiro Fujimoto
,
Yoshiyuki Kobayashi
,
Michito Matsumoto
Experimental Verification of Micro-Doppler Radar Measurements of Fall-Risk-Related Gait Differences for Community-Dwelling Elderly Adults.
Sensors
22 (3) (2022)
Toshiyuki Hoshiga
,
Kenshi Saho
,
Naoyuki Takashima
,
Masaaki Iwata
,
Muneharu Inagaki
Classification of Motions while Ascending a Step Caused by Differences of Pants Using Doppler Radars.
LifeTech
(2022)
Kenshi Saho
,
Sora Hayashi
,
Mutsuki Tsuyama
,
Lin Meng
,
Masao Masugi
Machine Learning-Based Classification of Human Behaviors and Falls in Restroom via Dual Doppler Radar Measurements.
Sensors
22 (5) (2022)
Kazuki Yasuda
,
Teppei Tsuyuhara
,
Masao Masugi
,
Kenshi Saho
Gait Classification of Common Pedestrians and Smartphone Zombies Using Micro-Doppler Radar.
ATAIT
(2022)
Zhichen Wang
,
Zelin Meng
,
Kenshi Saho
,
Kazuki Uemura
,
Naoto Nojiri
,
Lin Meng
Correction to: Deep learning-based elderly gender classification using Doppler radar.
Pers. Ubiquitous Comput.
26 (4) (2022)
Zhichen Wang
,
Zelin Meng
,
Kenshi Saho
,
Kazuki Uemura
,
Naoto Nojiri
,
Lin Meng
Deep learning-based elderly gender classification using Doppler radar.
Pers. Ubiquitous Comput.
26 (4) (2022)
Kenshi Saho
,
Kouki Sugano
,
Kazuki Uemura
,
Michito Matsumoto
Screening of apathetic elderly adults using kinematic information in gait and sit-to-stand/stand-to-sit movements measured with Doppler radar.
Health Informatics J.
27 (1) (2021)
Sora Hayashi
,
Kenshi Saho
,
Daiki Isobe
,
Masao Masugi
Pedestrian Detection in Blind Area and Motion Classification Based on Rush-Out Risk Using Micro-Doppler Radar.
Sensors
21 (10) (2021)
Sora Hayashi
,
Kenshi Saho
,
Keitaro Shioiri
,
Masahiro Fujimoto
,
Masao Masugi
Utilization of Micro-Doppler Radar to Classify Gait Patterns of Young and Elderly Adults: An Approach Using a Long Short-Term Memory Network.
Sensors
21 (11) (2021)
Kenshi Saho
,
Keitaro Shioiri
,
Masahiro Fujimoto
,
Yoshiyuki Kobayashi
Micro-Doppler Radar Gait Measurement to Detect Age- and Fall Risk-Related Differences in Gait: A Simulation Study on Comparison of Deep Learning and Gait Parameter-Based Approaches.
IEEE Access
9 (2021)
Zelin Meng
,
Lin Meng
,
Kenshi Saho
,
Xiangbo Kong
,
Hiroyuki Tomiyama
Frailty Classification Based on Artificial Intelligence.
ATAIT
(2021)
Mutsuki Tsuyama
,
Sora Hayashi
,
Kenshi Saho
,
Masao Masugi
A Convolutional Neural Network Approach to Classification of Human's Behaviors in a Restroom Using Doppler Radars.
ATAIT
(2021)
Keitaro Shioiri
,
Kenshi Saho
,
Masahiro Fujimoto
,
Yoshiyuki Kobayashi
Radar-based Gait Classification of Elderly Non-Fallers and Multiple Fallers Using Machine Learning.
LifeTech
(2021)
Kenshi Saho
,
Kazuki Uemura
,
Kouki Sugano
,
Michito Matsumoto
Using Micro-Doppler Radar to Measure Gait Features Associated With Cognitive Functions in Elderly Adults.
IEEE Access
7 (2019)
Kenshi Saho
,
Kazuki Uemura
,
Masahiro Fujimoto
,
Michito Matsumoto
Micro-Doppler Radar Measurement of Sit-to-Stand-to-Sit Movement for Evaluation of High-level Instrumental Activities of Daily Living.
UEMCON
(2019)
Hiroaki Okinaka
,
Kenshi Saho
,
Masahiro Fujimoto
,
Seiken Go
,
Masao Masugi
,
Kouki Sugano
,
Kazuki Uemura
,
Michito Matsumoto
Gait Classification of Healthy Young and Elderly Adults Using Micro-Doppler Radar Remote Sensing.
SCIS&ISIS
(2018)
Kenshi Saho
,
Kazuki Uemura
,
Michito Matsumoto
Remote Assessment of Gait Deterioration Due to Memory Impairment in Elderly Adults Using Micro-Doppler Radar.
BIBE
(2018)
Motoshi Anabuki
,
Shigeaki Okumura
,
Toru Sato
,
Takuya Sakamoto
,
Kenshi Saho
,
Mototaka Yoshioka
,
Kenichi Inoue
,
Takeshi Fukuda
,
Hiroyuki Sakai
Ultrawideband Radar Imaging Using Adaptive Array and Doppler Separation.
IEEE Trans. Aerosp. Electron. Syst.
53 (1) (2017)
Yuta Sasaki
,
Fang Shang
,
Shouhei Kidera
,
Tetsuo Kirimoto
,
Kenshi Saho
,
Toru Sato
Three-Dimensional Imaging Method Incorporating Range Points Migration and Doppler Velocity Estimation for UWB Millimeter-Wave Radar.
IEEE Geosci. Remote. Sens. Lett.
14 (1) (2017)
Kenshi Saho
,
Masao Masugi
Performance analysis of α - β - γ tracking filters using position and velocity measurements.
EURASIP J. Adv. Signal Process.
2015 (2015)
Kenshi Saho
,
Masao Masugi
Automatic Parameter Setting Method for an Accurate Kalman Filter Tracker Using an Analytical Steady-State Performance Index.
IEEE Access
3 (2015)
Kenshi Saho
,
Hiroaki Homma
,
Takuya Sakamoto
,
Toru Sato
,
Kenichi Inoue
,
Takeshi Fukuda
Accurate Image Separation Method for Two Closely Spaced Pedestrians Using UWB Doppler Imaging Radar and Supervised Learning.
IEICE Trans. Commun.
(6) (2014)
Kenshi Saho
,
Takuya Sakamoto
,
Toru Sato
,
Kenichi Inoue
,
Takeshi Fukuda
Pedestrian Imaging Using UWB Doppler Radar Interferometry.
IEICE Trans. Commun.
(2) (2013)
Kenshi Saho
,
Takuya Sakamoto
,
Toru Sato
,
Kenichi Inoue
,
Takeshi Fukuda
Accurate and Real-Time Pedestrian Classification Based on UWB Doppler Radar Images and Their Radial Velocity Features.
IEICE Trans. Commun.
(10) (2013)
Kenshi Saho
,
Tomoki Kimura
,
Shouhei Kidera
,
Hirofumi Taki
,
Takuya Sakamoto
,
Toru Sato
Robust and Accurate Ultrasound 3-D Imaging Algorithm Incorporating Adaptive Smoothing Techniques.
IEICE Trans. Commun.
(2) (2012)