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Paper Abstract and Keywords
Presentation 2026-01-30 10:00
Exploring Color Tone Control in Pre-trained Diffusion Models
Kazuma Nagadome, Seiichi Uchida, Shumpei Takezaki (Kyushu Univ.) PRMU2025-30
Abstract (in Japanese) (See Japanese page) 
(in English) In diffusion models, semantic control based on text and high-level features is the mainstream, and low-level statistics such as color tone are not adequately addressed. Conventional color control methods use text or reference images, but require additional learning and are computationally expensive. In this study, we propose a method that utilizes a trained model to induce color using the image being generated and the histogram of the color palette. This makes it possible to generate images that follow a specified color distribution without the need for additional learning.
Keyword (in Japanese) (See Japanese page) 
(in English) Color Control / Diffusion Model / Image Generation / / / / /  
Reference Info. IEICE Tech. Rep., vol. 125, no. 348, PRMU2025-30, pp. 31-36, Jan. 2026.
Paper # PRMU2025-30 
Date of Issue 2026-01-22 (PRMU) 
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 PRMU2025-30

Conference Information
Committee PRMU IPSJ-CVIM VRSJ-SIG-MR MVE  
Conference Date 2026-01-29 - 2026-01-30 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
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Paper Information
Registration To PRMU 
Conference Code 2026-01-PRMU-CVIM-SIG-MR-MVE 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Exploring Color Tone Control in Pre-trained Diffusion Models 
Sub Title (in English)  
Keyword(1) Color Control  
Keyword(2) Diffusion Model  
Keyword(3) Image Generation  
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1st Author's Name Kazuma Nagadome  
1st Author's Affiliation Kyushu University (Kyushu Univ.)
2nd Author's Name Seiichi Uchida  
2nd Author's Affiliation Kyushu University (Kyushu Univ.)
3rd Author's Name Shumpei Takezaki  
3rd Author's Affiliation Kyushu University (Kyushu Univ.)
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Speaker Author-1 
Date Time 2026-01-30 10:00:00 
Presentation Time 15 minutes 
Registration for PRMU 
Paper # PRMU2025-30 
Volume (vol) vol.125 
Number (no) no.348 
Page pp.31-36 
#Pages 6 
Date of Issue 2026-01-22 (PRMU) 

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