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We present Follow-Your-Color, a diffusion-based framework for multi-instance sketch colorization.
Distinctive Image Features from Scale-Invariant Keypoints
David G Lowe · 2004
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Image Quality Assessment: From Error Visibility to Structural Similarity
Zhou Wang, Alan C Bovik, Hamid R Sheikh, and Eero P Simoncelli · 2004
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SURF: Speeded Up Robust Features
Herbert Bay, Tinne Tuytelaars, and Luc Van Gool · 2006
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Manga Colorization
Yingge Qu, Tien-Tsin Wong, and Pheng-Ann Heng · 2006
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Semantic Colorization With Internet Images
Alex Yong-Sang Chia, Shaojie Zhuo, Raj Kumar Gupta, Yu-Wing Tai, Siu-Yeung Cho, Ping Tan, and Stephen Lin · 2011
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Generative Adversarial Nets
Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio · 2014
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Let There Be Color! Joint End-To-End Learning of Global and Local Image Priors for Automatic Image Colorization With Simultaneous Classification
Satoshi Iizuka, Edgar Simo-Serra, and Hiroshi Ishikawa · 2016
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Structure-From-Motion Revisited
Johannes L Schonberger and Jan-Michael Frahm · 2016
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Colorful Image Colorization
Richard Zhang, Phillip Isola, and Alexei A Efros · 2016
Earlier work this paper cites.
Colorful Image Colorization
Richard Zhang, Phillip Isola, and Alexei A Efros · 2016
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PixColor: Pixel Recursive Colorization
Sergio Guadarrama, Ryan Dahl, David Bieber, Mohammad Norouzi, Jonathon Shlens, and Kevin Murphy · 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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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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High-Resolution Image Synthesis and Semantic Manipulation with Conditional Gans
Ting-Chun Wang, Ming-Yu Liu, Jun-Yan Zhu, Andrew Tao, Jan Kautz, and Bryan Catanzaro · 2018
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Two-stage Sketch Colorization
Lvmin Zhang, Chengze Li, Tien-Tsin Wong, Yi Ji, and Chunping Liu · 2018
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A Style-Based Generator Architecture for Generative Adversarial Networks
Tero Karras · 2019
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Tag2pix: Line Art Colorization Using Text Tag With Secat and Changing Loss
Hyunsu Kim, Ho Young Jhoo, Eunhyeok Park, and Sungjoo Yoo · 2019
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Fully Automatic Video Colorization With Self-Regularization and Diversity
Chenyang Lei and Qifeng Chen · 2019
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Advances in Neural Information Processing Systems
He Lyu, Ningyu Sha, Shuyang Qin, Ming Yan, Yuying Xie, and Rongrong Wang · 2019
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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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Image Synthesis From Reconfigurable Layout and Style
Wei Sun and Tianfu Wu · 2019
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Learning Correspondence From the Cycle-Consistency of Time
Xiaolong Wang, Allan Jabri, and Alexei A Efros · 2019
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Deep Exemplar-Based Video Colorization
Bo Zhang, Mingming He, Jing Liao, Pedro V Sander, Lu Yuan, Amine Bermak, and Dong Chen · 2019
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Learning Representations for High-Dynamic-Range Image Color Transfer in a Self-Supervised Way
Yifei Huang, Sheng Qiu, Changbo Wang, and Chenhui Li · 2020
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Analyzing and Improving the Image Quality of Stylegan
Tero Karras, Samuli Laine, Miika Aittala, Janne Hellsten, Jaakko Lehtinen, and Timo Aila · 2020
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Reference-Based Sketch Image Colorization Using Augmented-Self Reference and Dense Semantic Correspondence
Junsoo Lee, Eungyeup Kim, Yunsung Lee, Dongjun Kim, Jaehyuk Chang, and Jaegul Choo · 2020
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Denoising Diffusion Implicit Models
Jiaming Song, Chenlin Meng, and Stefano Ermon · 2020
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Instance-Aware Image Colorization
Jheng-Wei Su, Hung-Kuo Chu, and Jia-Bin Huang · 2020
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You Only Need Adversarial Supervision for Semantic Image Synthesis
Vadim Sushko, Edgar Schönfeld, Dan Zhang, Juergen Gall, Bernt Schiele, and Anna Khoreva · 2020
Cited alongside, same era.
Pixelated Semantic Colorization
Jiaojiao Zhao, Jungong Han, Ling Shao, and Cees GM Snoek · 2020
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Line Art Colorization Based on Explicit Region Segmentation
Ruizhi Cao, Haoran Mo, and Chengying Gao · 2021
Cited alongside, same era.
The animation transformer: Visual correspondence via segment matching
Evan Casey, Víctor Pérez, and Zhuoru Li · 2021
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CATs: Cost Aggregation Transformers for Visual Correspondence
Seokju Cho, Sunghwan Hong, Sangryul Jeon, Yunsung Lee, Kwanghoon Sohn, and Seungryong Kim · 2021
Segment Anything
Alexander Kirillov, Eric Mintun, Nikhila Ravi, Hanzi Mao, Chloe Rolland, Laura Gustafson, Tete Xiao, Spencer Whitehead, Alexander C Berg, Wan-Yen Lo, et al · 2023
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Lightglue: Local Feature Matching at Light Speed
Philipp Lindenberger, Paul-Edouard Sarlin, and Marc Pollefeys · 2023
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MagicStick: Controllable Video Editing via Control Handle Transformations
Yue Ma, Xiaodong Cun, Yingqing He, Chenyang Qi, Xintao Wang, Ying Shan, Xiu Li, and Qifeng Chen · 2023
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DINOV2: Learning Robust Visual Features without Supervision
Maxime Oquab, Timothée Darcet, Théo Moutakanni, Huy Vo, Marc Szafraniec, Vasil Khalidov, Pierre Fernandez, Daniel Haziza, Francisco Massa, Alaaeldin El-Nouby, et al · 2023
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DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation
Nataniel Ruiz, Yuanzhen Li, Varun Jampani, Yael Pritch, Michael Rubinstein, and Kfir Aberman · 2023
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Cited alongside, same era.
Dual Color Space Guided Sketch Colorization
Zhi Dou, Ning Wang, Baopu Li, Zhihui Wang, Haojie Li, and Bin Liu · 2021
Cited alongside, same era.
Patchmatch-Based Neighborhood Consensus for Semantic Correspondence
Jae Yong Lee, Joseph DeGol, Victor Fragoso, and Sudipta N Sinha · 2021
Cited alongside, same era.
Learning Transferable Visual Models from Natural Language Supervision
Alec Radford, Jong Wook Kim, Chris Hallacy, Aditya Ramesh, Gabriel Goh, Sandhini Agarwal, Girish Sastry, Amanda Askell, Pamela Mishkin, Jack Clark, et al · 2021
Cited alongside, same era.
Deep Animation Video Interpolation in the Wild
Li Siyao, Shiyu Zhao, Weijiang Yu, Wenxiu Sun, Dimitris Metaxas, Chen Change Loy, and Ziwei Liu · 2021
Cited alongside, same era.
Learning Layout and Style Reconfigurable Gans for Controllable Image Synthesis
Wei Sun and Tianfu Wu · 2021
Cited alongside, same era.
Line Art Correlation Matching Feature Transfer Network for Automatic Animation Colorization
Qian Zhang, Bo Wang, Wei Wen, Hai Li, and Junhui Liu · 2021
Cited alongside, same era.
Later among the works it cites.
ObjectStitch: Object Compositing with Diffusion Model
Yizhi Song, Zhifei Zhang, Zhe Lin, Scott Cohen, Brian Price, Jianming Zhang, Soo Ye Kim, and Daniel Aliaga · 2023
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Emergent Correspondence from Image Diffusion
Luming Tang, Menglin Jia, Qianqian Wang, Cheng Perng Phoo, and Bharath Hariharan · 2023
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Plug-and-Play Diffusion Features for Text-Driven Image-to-Image Translation
Narek Tumanyan, Michal Geyer, Shai Bagon, and Tali Dekel · 2023
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FlexIcon: Flexible Icon Colorization via Guided Images and Palettes
Shukai Wu, Yuhang Yang, Shuchang Xu, Weiming Liu, Xiao Yan, and Sanyuan Zhang · 2023
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DreamInpainter: Text-Guided Subject-Driven Image Inpainting With Diffusion Models
Shaoan Xie, Yang Zhao, Zhisheng Xiao, Kelvin CK Chan, Yandong Li, Yanwu Xu, Kun Zhang, and Tingbo Hou · 2023
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Two-Step Training: Adjustable Sketch Colourization via Reference Image and Text Tag
Dingkun Yan, Ryogo Ito, Ryo Moriai, and Suguru Saito · 2023
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Paint by Example: Exemplar-Based Image Editing with Diffusion Models
Binxin Yang, Shuyang Gu, Bo Zhang, Ting Zhang, Xuejin Chen, Xiaoyan Sun, Dong Chen, and Fang Wen · 2023
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Diffusing Colors: Image Colorization with Text Guided Diffusion
Nir Zabari, Aharon Azulay, Alexey Gorkor, Tavi Halperin, and Ohad Fried · 2023
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Adding Conditional Control to Text-to-Image Diffusion Models
Lvmin Zhang, Anyi Rao, and Maneesh Agrawala · 2023
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Dit4Edit: Diffusion Transformer for Image Editing
Kunyu Feng, Yue Ma, Bingyuan Wang, Chenyang Qi, Haozhe Chen, Qifeng Chen, and Zeyu Wang · 2024
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Animate Anyone: Consistent and Controllable Image-To-Video Synthesis for Character Animation
Li Hu · 2024
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COTRACKER3: Simpler and Better Point Tracking by Pseudo-Labelling Real Videos
Nikita Karaev, Iurii Makarov, Jianyuan Wang, Natalia Neverova, Andrea Vedaldi, and Christian Rupprecht · 2024
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AniDoc: Animation Creation Made Easier
Yihao Meng, Hao Ouyang, Hanlin Wang, Qiuyu Wang, Wen Wang, Ka Leong Cheng, Zhiheng Liu, Yujun Shen, and Huamin Qu · 2024
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CLiC: Concept Learning in Context
Mehdi Safaee, Aryan Mikaeili, Or Patashnik, Daniel Cohen-Or, and Ali Mahdavi-Amiri · 2024
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RealFill: Reference-Driven Generation for Authentic Image Completion
Luming Tang, Nataniel Ruiz, Qinghao Chu, Yuanzhen Li, Aleksander Holynski, David E Jacobs, Bharath Hariharan, Yael Pritch, Neal Wadhwa, Kfir Aberman, et al · 2024
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SketchDeco: Decorating B&W Sketches with Colour
Chaitat Utintu, Pinaki Nath Chowdhury, Aneeshan Sain, Subhadeep Koley, Ayan Kumar Bhunia, and Yi-Zhe Song · 2024
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MagicAnimate: Temporally Consistent Human Image Animation Using Diffusion Model
Zhongcong Xu, Jianfeng Zhang, Jun Hao Liew, Hanshu Yan, Jia-Wei Liu, Chenxu Zhang, Jiashi Feng, and Mike Zheng Shou · 2024
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Follow-Your-Pose v2: Multiple-Condition Guided Character Image Animation for Stable Pose Control
Jingyun Xue, Hongfa Wang, Qi Tian, Yue Ma, Andong Wang, Zhiyuan Zhao, Shaobo Min, Wenzhe Zhao, Kaihao Zhang, Heung-Yeung Shum, et al · 2024
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Colorizediffusion: Adjustable Sketch Colorization With Reference Image and Text
Dingkun Yan, Liang Yuan, Erwin Wu, Yuma Nishioka, Issei Fujishiro, and Suguru Saito · 2024
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Recognize Anything: A Strong Image Tagging Model
Youcai Zhang, Xinyu Huang, Jinyu Ma, Zhaoyang Li, Zhaochuan Luo, Yanchun Xie, Yuzhuo Qin, Tong Luo, Yaqian Li, Shilong Liu, et al · 2024
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MagicScroll: Enhancing Immersive Storytelling with Controllable Scroll Image Generation
Bingyuan Wang, Hengyu Meng, Rui Cao, Zeyu Cai, Lanjiong Li, Yue Ma, Qifeng Chen, and Zeyu Wang · 2025
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