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Paper Abstract and Keywords
Presentation 2015-07-02 14:50
[Invited Talk] Object Recognition with Depth Image by Machine Learning
Hironobu Fujiyoshi (Chubu Univ.) ICD2015-17
Abstract (in Japanese) (See Japanese page) 
(in English) This paper presents object recognition with point cloud and depth images, and its trends. There have been many various researches with depth information for detecting human, analyzing human flow, and recognizing action. In this paper, we report that machine learning with depth images obtains better performance than that with gray-scale images. We also present a human pose estimation method used for practical application such as gesture interaction, and discuss trends in depth image processing.
Keyword (in Japanese) (See Japanese page) 
(in English) depth image / point cloud / machine learning / object detection / action recognition / human pose estimation / /  
Reference Info. IEICE Tech. Rep., vol. 115, no. 124, ICD2015-17, pp. 13-18, July 2015.
Paper # ICD2015-17 
Date of Issue 2015-06-25 (ICD) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
Copyright
and
reproduction		 All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF ICD2015-17

Conference Information
Committee ICD ITE-IST  
Conference Date 2015-07-02 - 2015-07-03 
Place (in Japanese) (See Japanese page) 
Place (in English) National Defense Academy 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Analog, Mixed Analog and Digital, RF, and Sensor Interface Circuitry 
Paper Information
Registration To ICD 
Conference Code 2015-07-ICD-IST 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Object Recognition with Depth Image by Machine Learning 
Sub Title (in English)  
Keyword(1) depth image  
Keyword(2) point cloud  
Keyword(3) machine learning  
Keyword(4) object detection  
Keyword(5) action recognition  
Keyword(6) human pose estimation  
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1st Author's Name Hironobu Fujiyoshi  
1st Author's Affiliation Chubu University (Chubu Univ.)
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Speaker Author-1 
Date Time 2015-07-02 14:50:00 
Presentation Time 50 minutes 
Registration for ICD 
Paper # ICD2015-17 
Volume (vol) vol.115 
Number (no) no.124 
Page pp.13-18 
#Pages 6 
Date of Issue 2015-06-25 (ICD) 

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