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Paper Abstract and Keywords
Presentation 2025-07-08 11:20
Font Output System based on Impression of Landscapes Using Deep Learning
Soichi Hayama, Naiwala .P. Chandrasiri (KUTE) AI2025-6
Abstract (in Japanese) (See Japanese page) 
(in English) This study focused on selecting and outputting fonts that match the atmosphere of landscape images. We thought that changing the font of subtitles based on the atmosphere of landscape images could change the sense of unity of the image and the impression it gives to viewers. We created a model that classifies landscape images using CNN and generated fonts using Zi2Zi-Pytorch based on the results of an evaluation questionnaire.We created an application using Matlab App Designer and output fonts that match the atmosphere of landscape images in accordance with the font impression evaluation questionnaire through the application.
Keyword (in Japanese) (See Japanese page) 
(in English) Font / Image Recognition / / / / / /  
Reference Info. IEICE Tech. Rep., vol. 125, no. 105, AI2025-6, pp. 33-38, July 2025.
Paper # AI2025-6 
Date of Issue 2025-07-01 (AI) 
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 AI2025-6

Conference Information
Committee AI  
Conference Date 2025-07-08 - 2025-07-08 
Place (in Japanese) (See Japanese page) 
Place (in English) SAPPORO Education and Culture Center 
Topics (in Japanese) (See Japanese page) 
Topics (in English) SMASH25 Summer Symposium 
Paper Information
Registration To AI 
Conference Code 2025-07-AI 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Font Output System based on Impression of Landscapes Using Deep Learning 
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Keyword(1) Font  
Keyword(2) Image Recognition  
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1st Author's Name Soichi Hayama  
1st Author's Affiliation Kogakuin University of Technology & Engineering Te (KUTE)
2nd Author's Name Naiwala .P. Chandrasiri  
2nd Author's Affiliation Kogakuin University of Technology & Engineering Te (KUTE)
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Speaker Author-1 
Date Time 2025-07-08 11:20:00 
Presentation Time 20 minutes 
Registration for AI 
Paper # AI2025-6 
Volume (vol) vol.125 
Number (no) no.105 
Page pp.33-38 
#Pages 6 
Date of Issue 2025-07-01 (AI) 

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