signal processing or machine learning related to anime or manga
Summary of published or preprint papers
Paper | Conference | Links |
---|---|---|
Ink-and-Ray: Bas-Relief Meshes for Adding Global Illumination Effects to Hand-Drawn Characters | ACM Trans. Graph. 2014 | |
Deep Normal Estimation for Automatic Shading of Hand-Drawn Characters | ECCVW2018 | Github |
Automatic Illumination Effects for 2D Characters | NIPSW2018 | |
2D shading for cel animation | NPAR2018 | HP |
Augmenting Hand-Drawn Art with Global Illumination Effects through Surface Inflation | CVMP 2019 | HP |
Generating Digital Painting Lighting Effects via RGB-space Geometry | ACM Trans. Graph. 2020 | Github |
Learning to Shadow Hand-drawn Sketches | CVPR2020 | Github |
Paper | Conference | Links |
---|---|---|
Temporal Noise Control for Sketchy Animation | NPAR2011 | |
Learning to Simplify: Fully Convolutional Networks for Rough Sketch Cleanup | ACM Trans. Graph. 2016 | Github |
Deep Extraction of Manga Structural Lines | ACM Trans. Graph. 2017 | Github |
Mastering Sketching: Adversarial Augmentation for Structured Prediction | ACM Trans. Graph. 2018 | Github |
Real-Time Data-Driven Interactive Rough Sketch Inking | ACM Trans. Graph. 2018 | Github |
Unpaired Sketch-to-Line Translation via Synthesis of Sketches | SIGGRAPH2019 | |
Perceptual-aware Sketch Simplification Based on Integrated VGG Layers | TVCG2019 | |
Progressive Full Data Convolutional Neural Networks for Line Extraction from Anime-Style Illustrations | Appl. Sci. 2020 | |
SketchMan: Learning to Create Professional Sketches | MM2020 | Github |
Paper | Conference | Links |
---|---|---|
MakeItTalk: Speaker-Aware Talking-Head Animation | SIGGRAPH Asia2020 | |
CPTNet: Cascade Pose Transform Network for Single Image Talking Head Animation | ACCV2020 |
Subcategory | Paper | Conference | Links |
---|---|---|---|
Generation | Synthesis of Screentone Patterns of Manga Characters | ISM2019 | |
Manga Filling Style Conversion with Screentone Variational Autoencoder | SIGGRAPH2020 | ||
Generating Manga from Illustrations via Mimicking Manga Workflow | CVPR2021 | HP | |
Hair Shading Style Transfer for Manga with cGAN | ICAART2020 | ||
Restoration | Exploiting Aliasing for Manga Restoration | CVPR2021 | Github |
Inpainting | Seamless Manga Inpainting with Semantics Awareness | ||
Text Detection | Method for Real Time Text Extraction of Digital Manga Comic | IJIP2011 | |
CNN based Extraction of Panels/Characters from Bengali Comic Book Page Images | ICDARW2019 | ||
Deep Learning-Based Classification of the Polar Emotions of “Moe”-Style Cartoon Pictures | TST2020 | ||
Learning from the Past: Meta-Continual Learning withKnowledge Embedding for Jointly Sketch, Cartoon, andCaricature Face Recognition | MM2020 | ||
Landmark Detection | Facial Landmark Detection for Manga Images |
Paper | Conference | Links |
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Illustration2Vec: A Semantic Vector Representation of Illustrations | SIGGRAPH2015 | Github |
Paper | Conference | Links |
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Pose Estimation of Anime/Manga Characters: A Case for Synthetic Data | MANPU2016 |
Paper | Conference | Links |
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Sketch-based Manga Retrieval using Manga109 Dataset | MTA2017 | |
AugNet: End-to-End Unsupervised Visual Representation Learning with Image Augmentation | Github |
Paper | Conference | Links |
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Automatic Generation of 3D Natural Anime-like Non-Player Characters with Machine Learning | ICCW2020 |
Paper | Conference | Links |
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Making Robots Draw A Vivid Portrait In Two Minutes |
Paper | Conference | Links |
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Comic-Guided Speech Synthesis | ACM Trans. Graph. 2019 | HP |
Paper | Conference |
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A Survey of Comics Research in Computer Science | |
Computational Approaches to Comics Analysis | |
Image Colorization: A Survey and Dataset |
Summary of github or other types of projects that are related to anime or manga except above.
- makegirlsmoe
- ANIME305/Anime-GAN-tensorflow
- jayleicn/AnimeGAN
- FangYang970206/Anime_GAN
- pavitrakumar78/Anime-Face-GAN-Keras
- forcecore/Keras-GAN-Animeface-Character
- tdrussell/IllustrationGAN
- m516825/Conditional-GAN
- bchao1/Anime-Generation
- Aixile/chainer-cyclegan
- SystemErrorWang/FacialCartoonization
- experience-ml/cartoonize
- racinmat/anime-style-transfer
- TachibanaYoshino/AnimeGANv2
- XiaoSanGit/Real2Animation-video-generation
- rinongal/StyleGAN-nada
- Avatar Artist Using GAN