Key Research Areas
- Computer graphics
- Computer vision
- Computational and intelligent art
- Manga and anime analysis
- Creative visual computing
- Artistic content understanding, generation, stylization
- Deep learning for artistic content
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Core Areas of Expertise
Dr. Liu specializes in computer graphics and computer vision, with a strong emphasis on computational and intelligent art. Her work integrates deep learning with manga and anime analysis, creative visual computing, and artistic content understanding, generation, and stylization.
Recent Publications
2025
- Instance-guided anime editing with a curated large-scale dataset.
- Screentone‐Preserved Manga Retargeting.
- Robust Character Stroke Segmentation For Diverse Fonts Via Contour Matching and Chain Propagation.
2024
- Sketch2manga: Shaded manga screening from sketch with diffusion models
- Body part segmentation of anime characters
- A Contrastive Unified Encoding Framework for Sticker Style Editing
- Cartoon Animation Outpainting With Region-Guided Motion Inference
2023
- Shading-guided manga screening from reference
- Panel-page-aware comic genre understanding
- Separating shading and reflectance from cartoon illustrations
- AddCR: A data-driven cartoon remastering
Awards & Patents
- A Manga Segmentation Method and Device, China Patent CN104809721B.
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