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Paper Abstract and Keywords
Presentation 2024-05-17 09:35
Experimental performance evaluation of image sensor-based visible light communication method using object detection DNN for monochromatic images
Yuya Miki, Kentaro Kobayashi (Meijo Univ.) WBS2024-9 RCC2024-9
Abstract (in Japanese) (See Japanese page) 
(in English) There is a visible light communication technology that modulates and superimposes data signals on the signage image so that they are invisible to human eyes, and then receives the data signals by capturing them with an image sensor, such as a smartphone camera. In this paper, we experimentally evaluate the performance of the proposed object detection DNN (Deep Neural Network)-based signal detection and demodulation method. The 24-color monochromatic images based on the Macbeth color checker chart are used as the displayed signage image, and we clarify the effectiveness of the proposed method against to the displayed color.
Keyword (in Japanese) (See Japanese page) 
(in English) Digital Signage / Visible Light Communication / Object Detection / DNN / Machine Learning / / /  
Reference Info. IEICE Tech. Rep., vol. 124, no. 24, WBS2024-9, pp. 42-47, May 2024.
Paper # WBS2024-9 
Date of Issue 2024-05-09 (WBS, RCC) 
ISSN 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 WBS2024-9 RCC2024-9

Conference Information
Committee SAT MICT WBS RCC  
Conference Date 2024-05-16 - 2024-05-17 
Place (in Japanese) (See Japanese page) 
Place (in English) KITEN Convention hall (Miyazaki) 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Coding, Modulation, Signal processing, Reliable Communication and Control, Healthcare and Medical Information Communication Technologies, and General 
Paper Information
Registration To WBS 
Conference Code 2024-05-SAT-MICT-WBS-RCC 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Experimental performance evaluation of image sensor-based visible light communication method using object detection DNN for monochromatic images 
Sub Title (in English)  
Keyword(1) Digital Signage  
Keyword(2) Visible Light Communication  
Keyword(3) Object Detection  
Keyword(4) DNN  
Keyword(5) Machine Learning  
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1st Author's Name Yuya Miki  
1st Author's Affiliation Meijo University (Meijo Univ.)
2nd Author's Name Kentaro Kobayashi  
2nd Author's Affiliation Meijo University (Meijo Univ.)
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Speaker Author-1 
Date Time 2024-05-17 09:35:00 
Presentation Time 20 minutes 
Registration for WBS 
Paper # WBS2024-9, RCC2024-9 
Volume (vol) vol.124 
Number (no) no.24(WBS), no.25(RCC) 
Page pp.42-47 
#Pages 6 
Date of Issue 2024-05-09 (WBS, RCC) 

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