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Related papers: Manga Rescreening with Interpretable Screentone Re…

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As a popular comic style, manga offers a unique impression by utilizing a rich set of bitonal patterns, or screentones, for illustration. However, screentones can easily be contaminated with visual-unpleasant aliasing and/or blurriness…

Computer Vision and Pattern Recognition · Computer Science 2022-03-08 Minshan Xie , Menghan Xia , Xueting Liu , Tien-Tsin Wong

Manga, as a widely beloved form of entertainment around the world, have shifted from paper to electronic screens with the proliferation of handheld devices. However, as the demand for image quality increases with screen development,…

Computer Vision and Pattern Recognition · Computer Science 2023-05-16 Chih-Yuan Yao , Husan-Ting Chou , Yu-Sheng Lin , Kuo-wei Chen

While manga is a popular entertainment form, creating manga is tedious, especially adding screentones to the created sketch, namely manga screening. Unfortunately, there is no existing method that tailors for automatic manga screening,…

Computer Vision and Pattern Recognition · Computer Science 2024-03-14 Jian Lin , Xueting Liu , Chengze Li , Minshan Xie , Tien-Tsin Wong

As a popular entertainment art form, manga enriches the line drawings details with bitonal screentones. However, manga resources over the Internet usually show screentone artifacts because of inappropriate scanning/rescaling resolution. In…

Image and Video Processing · Electrical Eng. & Systems 2021-05-17 Minshan Xie , Menghan Xia , Tien-Tsin Wong

Understanding region-wise correspondences between manga line art images is fundamental for high-level manga processing, supporting downstream tasks such as line art colorization and in-between frame generation. Unlike natural images that…

Computer Vision and Pattern Recognition · Computer Science 2025-11-19 Yingxuan Li , Jiafeng Mao , Qianru Qiu , Yusuke Matsui

Current text-to-image models struggle to render the nuanced facial expressions required for compelling manga narratives, largely due to the ambiguity of language itself. To bridge this gap, we introduce an interactive system built on a…

Human-Computer Interaction · Computer Science 2025-11-21 Qing Zhang , Jing Huang , Yifei Huang , Jun Rekimoto

We present an inference-time adaptation method that tailors a pretrained image editing model to each input manga image using only the input image itself. Despite recent progress in pretrained image editing, such models often underperform on…

Computer Vision and Pattern Recognition · Computer Science 2026-03-31 Ryosuke Furuta

Recent generative image editing methods adopt layered representations to mitigate the entangled nature of raster images and improve controllability, typically relying on object-based segmentation. However, such strategies may fail to…

Computer Vision and Pattern Recognition · Computer Science 2026-03-19 Tianyu Zhang , Dongchi Li , Keiichi Sawada , Haoran Xie

Understanding how humans communicate and perceive narratives is important for media technology research and development. This is particularly important in current times when there are tools and algorithms that are easily available for…

Artificial Intelligence · Computer Science 2023-12-15 Yi-Chun Chen , Arnav Jhala

Manga, a widely celebrated Japanese comic art form, is renowned for its diverse narratives and distinct artistic styles. However, the inherently visual and intricate structure of Manga, which comprises images housing multiple panels, poses…

Information Retrieval · Computer Science 2023-11-07 Conghao Tom Shen , Violet Yao , Yixin Liu

Manga is a popular medium that combines stylized drawings and text to convey stories. As manga panels differ from natural images, computational systems traditionally had to be designed specifically for manga. Recently, the adaptive nature…

Computer Vision and Pattern Recognition · Computer Science 2024-10-23 Hikaru Ikuta , Leslie Wöhler , Kiyoharu Aizawa

End-to-end manga generation is a structured visual storytelling task that requires story decomposition, recurring character and scene grounding, page layout design, panel rendering, page composition, and lettering. However, existing…

Computer Vision and Pattern Recognition · Computer Science 2026-05-28 Muyao Wang , Zeke Xie , Yanhao Chen , Lixin Xiu , Hideki Nakayama

We tackle the problem of machine translation of manga, Japanese comics. Manga translation involves two important problems in machine translation: context-aware and multimodal translation. Since text and images are mixed up in an…

Computation and Language · Computer Science 2021-01-12 Ryota Hinami , Shonosuke Ishiwatari , Kazuhiko Yasuda , Yusuke Matsui

This paper introduces M2M Gen, a multi modal framework for generating background music tailored to Japanese manga. The key challenges in this task are the lack of an available dataset or a baseline. To address these challenges, we propose…

Sound · Computer Science 2024-10-15 Megha Sharma , Muhammad Taimoor Haseeb , Gus Xia , Yoshimasa Tsuruoka

We developed "Comicolorization", a semi-automatic colorization system for manga images. Given a monochrome manga and reference images as inputs, our system generates a plausible color version of the manga. This is the first work to address…

Computer Vision and Pattern Recognition · Computer Science 2017-09-29 Chie Furusawa , Kazuyuki Hiroshiba , Keisuke Ogaki , Yuri Odagiri

Creating high-quality anime illustrations presents notable challenges, particularly for beginners, due to the intricate styles and fine details inherent in anime art. We present an interactive drawing guidance system specifically designed…

Graphics · Computer Science 2025-07-15 Chuang Chen , Xiaoxuan Xie , Yongming Zhang , Tianyu Zhang , Haoran Xie

We introduce a framework that automates the transformation of static anime illustrations into manipulatable 2.5D models. Current professional workflows require tedious manual segmentation and the artistic ``hallucination'' of occluded…

Computer Vision and Pattern Recognition · Computer Science 2026-02-04 Jian Lin , Chengze Li , Haoyun Qin , Kwun Wang Chan , Yanghua Jin , Hanyuan Liu , Stephen Chun Wang Choy , Xueting Liu

Manga, a form of Japanese comics and distinct visual storytelling, has captivated readers worldwide. Traditionally presented in black and white, manga's appeal lies in its ability to convey complex narratives and emotions through intricate…

Computer Vision and Pattern Recognition · Computer Science 2023-11-08 Tawin Jiramahapokee

In the past few decades, Japanese comics, commonly referred to as Manga, have transcended both cultural and linguistic boundaries to become a true worldwide sensation. Yet, the inherent reliance on visual cues and illustration within manga…

Computer Vision and Pattern Recognition · Computer Science 2024-08-02 Ragav Sachdeva , Andrew Zisserman

Scene text synthesis involves rendering specified texts onto arbitrary images. Current methods typically formulate this task in an end-to-end manner but lack effective character-level guidance during training. Besides, their text encoders,…

Computer Vision and Pattern Recognition · Computer Science 2025-03-25 Yibin Wang , Weizhong Zhang , Honghui Xu , Cheng Jin
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