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Paper Abstract and Keywords
Presentation 2014-02-28 16:00
A Study of Human Gait Recognition Using Smartphone
Yu Niida, Tomotaka Nagaosa (Kanto Gakuin Univ.)
Abstract (in Japanese) (See Japanese page) 
(in English) This paper describes a study of human gait recognition using sensors in a smartphone. First, transformation between sensor coordinates and human coordinates is studied for human gait data acquisition from sensors in the smartphone. Next, data acquisition of human gait which includes walking, running and stair climbing is carried out using accelerometer and gyro in the smartphone, and the data is used for human gait modeling. Last, the human gait recognition using the model is examined, and it is shown that the average recognition rate is about 60%. In addition, it is shown that the performance of the human gait recognition can be improved by using user’s position information.
Keyword (in Japanese) (See Japanese page) 
(in English) Human gait recognition / Smartphone / Accelerometer / Gyro / Position information / / /  
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Conference Information
Committee HPB  
Conference Date 2014-02-28 - 2014-02-28 
Place (in Japanese) (See Japanese page) 
Place (in English) The University of Tokyo (Komaba II) 
Topics (in Japanese) (See Japanese page) 
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Paper Information
Registration To HPB 
Conference Code 2014-02-HPB 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A Study of Human Gait Recognition Using Smartphone 
Sub Title (in English)  
Keyword(1) Human gait recognition  
Keyword(2) Smartphone  
Keyword(3) Accelerometer  
Keyword(4) Gyro  
Keyword(5) Position information  
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1st Author's Name Yu Niida  
1st Author's Affiliation Kanto Gakuin University (Kanto Gakuin Univ.)
2nd Author's Name Tomotaka Nagaosa  
2nd Author's Affiliation Kanto Gakuin University (Kanto Gakuin Univ.)
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Speaker Author-1 
Date Time 2014-02-28 16:00:00 
Presentation Time 20 minutes 
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