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The production of 2D animation follows an industry-standard workflow, encompassing four essential stages: character design, keyframe animation, in-betweening, and coloring.
Distinctive image features from scale-invariant keypoints
David G Lowe · 2004
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Manga colorization
Yingge Qu, Tien-Tsin Wong, and Pheng-Ann Heng · 2006
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Reference-based manga colorization by graph correspondence using quadratic programming
Kazuhiro Sato, Yusuke Matsui, Toshihiko Yamasaki, and Kiyoharu Aizawa · 2014
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Holistically-nested edge detection
Saining Xie and Zhuowen Tu · 2015
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Comicolorization: Semi-automatic manga colorization
Chie Furusawa, Kazuyuki Hiroshiba, Keisuke Ogaki, and Yuri Odagiri · 2017
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Gans trained by a two time-scale update rule converge to a local nash equilibrium
Martin Heusel, Hubert Ramsauer, Thomas Unterthiner, Bernhard Nessler, and Sepp Hochreiter · 2017
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Scribbler: Controlling deep image synthesis with sketch and color
Patsorn Sangkloy, Jingwan Lu, Chen Fang, Fisher Yu, and James Hays · 2017
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User-guided deep anime line art colorization with conditional adversarial networks
Yuanzheng Ci, Xinzhu Ma, Zhihui Wang, Haojie Li, and Zhongxuan Luo · 2018
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A fast and efficient semi-guided algorithm for flat coloring line-arts
Sébastien Fourey, David Tschumperlé, and David Revoy · 2018
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Super slomo: High quality estimation of multiple intermediate frames for video interpolation
Huaizu Jiang, Deqing Sun, Varun Jampani, Ming-Hsuan Yang, Erik G. Learned-Miller, and Jan Kautz · 2018
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Auto-painter: Cartoon image generation from sketch by using conditional wasserstein generative adversarial networks
Yifan Liu, Zengchang Qin, Tao Wan, and Zhenbo Luo · 2018
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Towards accurate generative models of video: A new metric & challenges
Thomas Unterthiner, Sjoerd Van Steenkiste, Karol Kurach, Raphael Marinier, Marcin Michalski, and Sylvain Gelly · 2018
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Graph matching based anime colorization with multiple references
Akinobu Maejima, Hiroyuki Kubo, Takuya Funatomi, Tatsuo Yotsukura, Satoshi Nakamura, and Yasuhiro Mukaigawa · 2019
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Automatic temporally coherent video colorization
Harrish Thasarathan, Kamyar Nazeri, and Mehran Ebrahimi · 2019
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Language-based colorization of scene sketches
Changqing Zou, Haoran Mo, Chengying Gao, Ruofei Du, and Hongbo Fu · 2019
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Active colorization for cartoon line drawings
Shu-Yu Chen, Jia-Qi Zhang, Lin Gao, Yue He, Shihong Xia, Min Shi, and Fang-Lue Zhang · 2020
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RIFE: real-time intermediate flow estimation for video frame interpolation
Zhewei Huang, Tianyuan Zhang, Wen Heng, Boxin Shi, and Shuchang Zhou · 2020
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U2-net: Going deeper with nested u-structure for salient object detection
Xuebin Qin, Zichen Zhang, Chenyang Huang, Masood Dehghan, Osmar R Zaiane, and Martin Jagersand · 2020
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Deep line art video colorization with a few references
Min Shi, Jia-Qi Zhang, Shu-Yu Chen, Lin Gao, Yu-Kun Lai, and Fang-Lue Zhang · 2020
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Line art correlation matching feature transfer network for automatic animation colorization
Qian Zhang, Wang Bo, Wen Wang, Hai Li, and Liu Hui · 2020
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Line art colorization based on explicit region segmentation
Ruizhi Cao, Haoran Mo, and Chengying Gao · 2021
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Dual color space guided sketch colorization
Zhi Dou, Ning Wang, Baopu Li, Zhihui Wang, Haojie Li, and Bin Liu · 2021
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Deep animation video interpolation in the wild
Li Siyao, Shiyu Zhao, Weijiang Yu, Wenxiu Sun, Dimitris Metaxas, Chen Change Loy, and Ziwei Liu · 2021
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Pixel difference networks for efficient edge detection
Zhuo Su, Wenzhe Liu, Zitong Yu, Dewen Hu, Qing Liao, Qi Tian, Matti Pietikäinen, and Li Liu · 2021
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Cocosnet v2: Full-resolution correspondence learning for image translation
Xingran Zhou, Bo Zhang, Ting Zhang, Pan Zhang, Jianmin Bao, Dong Chen, Zhongfei Zhang, and Fang Wen · 2021
Coloring anime line art videos with transformation region enhancement network
Ning Wang, Muyao Niu, Zhi Dou, Zhihui Wang, Zhiyong Wang, Zhaoyan Ming, Bin Liu, and Haojie Li · 2023
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Ip-adapter: Text compatible image prompt adapter for text-to-image diffusion models
Hu Ye, Jun Zhang, Sibo Liu, Xiao Han, and Wei Yang · 2023
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Animediffusion: anime diffusion colorization
Yu Cao, Xiangqiao Meng, PY Mok, Tong-Yee Lee, Xueting Liu, and Ping Li · 2024
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Animegan: A fast and simple image animation method, 2024
Lei Chen and Contributors · 2024
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LDMVFI: video frame interpolation with latent diffusion models
Duolikun Danier, Fan Zhang, and David Bull · 2024
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Sparsectrl: Adding sparse controls to text-to-video diffusion models
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Learning to generate line drawings that convey geometry and semantics
Caroline Chan, Frédo Durand, and Phillip Isola · 2022
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Improving the perceptual quality of 2d animation interpolation
Shuhong Chen and Matthias Zwicker · 2022
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Unicolor: A unified framework for multi-modal colorization with transformer
Zhitong Huang, Nanxuan Zhao, and Jing Liao · 2022
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Delaunay painting: Perceptual image colouring from raster contours with gaps
Amal Dev Parakkat, Pooran Memari, and Marie‐Paule Cani · 2022
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High-resolution image synthesis with latent diffusion models
Robin Rombach, Andreas Blattmann, Dominik Lorenz, Patrick Esser, and Björn Ommer · 2022
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Stable video diffusion: Scaling latent video diffusion models to large datasets
Andreas Blattmann, Tim Dockhorn, Sumith Kulal, Daniel Mendelevitch, Maciej Kilian, Dominik Lorenz, Yam Levi, Zion English, Vikram Voleti, Adam Letts, Varun Jampani, and Robin Rombach · 2023
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Yuwei Guo, Ceyuan Yang, Anyi Rao, Maneesh Agrawala, Dahua Lin, and Bo Dai · 2024
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Id-animator: Zero-shot identity-preserving human video generation
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Lvcd: reference-based lineart video colorization with diffusion models
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Video interpolation with diffusion models
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Sakuga-42m dataset: Scaling up cartoon research
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Colorizediffusion: Adjustable sketch colorization with reference image and text
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Animation line art colorization based on the optical flow method
Yifeng Yu, Jiangbo Qian, Chong Wang, Yihong Dong, and Baisong Liu · 2024
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Thin-plate spline-based interpolation for animation line inbetweening
Tianyi Zhu, Wei Shang, Dongwei Ren, and Wangmeng Zuo · 2024
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Lightweight deep exemplar colorization via semantic attention-guided laplacian pyramid
Chengyi Zou, Shuai Wan, Marc Gorriz Blanch, Luka Murn, Marta Mrak, Juil Sock, Fei Yang, and Luis Herranz · 2024
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Draganything: Motion control for anything using entity representation
Weijia Wu, Zhuang Li, Yuchao Gu, Rui Zhao, Yefei He, David Junhao Zhang, Mike Zheng Shou, Yan Li, Tingting Gao, and Di Zhang · 2025
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X-pose: Detecting any keypoints
Jie Yang, Ailing Zeng, Ruimao Zhang, and Lei Zhang · 2025
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