4 papers
Region-Wise Correspondence Prediction between Manga Line Art Images
Yingxuan Li, Jiafeng Mao, Qianru Qiu +1
Understanding region-wise correspondences between manga line art images is fundamental for high-level manga processing, supporting downstream tasks such as line art colorization an…
Noisy Label Refinement with Semantically Reliable Synthetic Images
Yingxuan Li, Jiafeng Mao, Yusuke Matsui
Semantic noise in image classification datasets, where visually similar categories are frequently mislabeled, poses a significant challenge to conventional supervised learning appr…
Zero-Shot Character Identification and Speaker Prediction in Comics via Iterative Multimodal Fusion
Yingxuan Li, Ryota Hinami, Kiyoharu Aizawa +1
Recognizing characters and predicting speakers of dialogue are critical for comic processing tasks, such as voice generation or translation. However, because characters vary by com…
Manga109Dialog: A Large-scale Dialogue Dataset for Comics Speaker Detection
Yingxuan Li, Kiyoharu Aizawa, Yusuke Matsui
The expanding market for e-comics has spurred interest in the development of automated methods to analyze comics. For further understanding of comics, an automated approach is need…