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In this work we tackle the challenging problem of anime character recognition.
“Cartoon Face Recognition: A Benchmark Dataset,”
Yi Zheng, Yifan Zhao, Mengyuan Ren, He Yan, Xiangju Lu, Junhui Liu, and Jia Li, · 1907
Earlier work this paper cites.
“End-to-End Object Detection with Transformers,”
Nicolas Carion, Francisco Massa, Gabriel Synnaeve, Nicolas Usunier, Alexander Kirillov, and Sergey Zagoruyko, · 2005
Earlier work this paper cites.
Tezuka the Marvel of Manga
Philip Brophy, · 2007
Earlier work this paper cites.
Teaching Visual Literacy: Using Comic Books, Graphic Novels, Anime, Cartoons, and More to Develop Comprehension and Thinking Skills
Nancy Frey and Douglas Fisher, · 2008
Earlier work this paper cites.
“ImageNet: A large-scale hierarchical image database,”
J. Deng, W. Dong, R. Socher, L. Li, Kai Li, and Li Fei-Fei, · 2009
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“An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale,”
Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, Dirk Weissenborn, Xiaohua Zhai, Thomas Unterthiner, Mostafa Dehghani, Matthias Minderer, Georg Heigold, Sylvain Gelly, Jakob Uszkoreit, and Neil Houlsby, · 2010
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“ImageNet Classification with Deep Convolutional Neural Networks,”
Alex Krizhevsky, Ilya Sutskever, and Geoffrey E. Hinton, · 2012
Earlier work this paper cites.
“Specific Comic Character Detection Using Local Feature Matching,”
W. Sun, J. Burie, J. Ogier, and K. Kise, · 2013
Earlier work this paper cites.
“Deep Residual Learning for Image Recognition,”
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun, · 2015
Cited alongside, same era.
“Deep learning,”
Yann LeCun, Yoshua Bengio, and Geoffrey Hinton, · 2015
Cited alongside, same era.
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Lukasz Kaiser, and Illia Polosukhin, · 2017
Cited alongside, same era.
“Towards the Automatic Anime Characters Creation with Generative Adversarial Networks,”
Yanghua Jin, Jiakai Zhang, Minjun Li, Yingtao Tian, Huachun Zhu, and Zhihao Fang, · 2017
Cited alongside, same era.
“Style Transfer for Anime Sketches with Enhanced Residual U-net and Auxiliary Classifier GAN,”
Niki Parmar, Ashish Vaswani, Jakob Uszkoreit, Łukasz Kaiser, Noam Shazeer, Alexander Ku, and Dustin Tran, · 2018
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“A survey of comics research in computer science,”
Olivier Augereau, Motoi Iwata, and Koichi Kise, · 2018
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Robert Geirhos, Patricia Rubisch, Claudio Michaelis, Matthias Bethge, Felix A. Wichmann, and Wieland Brendel, · 2019
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“Anime Industry Report 2019 Summary,” Dec. 2020
2020
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“Demon Slayer: Mugen Train Dethrones Spirited Away to Become the No. 1 Film in Japan of All Time,” Dec. 2020
Daryl Harding, · 2020
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Lvmin Zhang, Yi Ji, and Xin Lin, · 2017
Cited alongside, same era.
“Sketch-based manga retrieval using manga109 dataset,”
Yusuke Matsui, Kota Ito, Yuji Aramaki, Azuma Fujimoto, Toru Ogawa, Toshihiko Yamasaki, and Kiyoharu Aizawa, · 2017
Cited alongside, same era.
“Sketch-Based Manga Retrieval Using Deep Features,”
R. Narita, K. Tsubota, T. Yamasaki, and K. Aizawa, · 2017
Cited alongside, same era.
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“Danbooru2019: A Large-Scale Crowdsourced and Tagged Anime Illustration Dataset,”
Gwern Branwen, · 2020
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“Transformers in Vision: A Survey,”
Salman Khan, Muzammal Naseer, Munawar Hayat, Syed Waqas Zamir, Fahad Shahbaz Khan, and Mubarak Shah, · 2021
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