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Video inpainting aims to fill the given spatiotemporal holes with realistic appearance but is still a challenging task even with prosperous deep learning approaches.
Texture synthesis by non-parametric sampling
Alexei Efros and Thomas Leung · 1999
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Image inpainting
Marcelo Bertalmio, Guillermo Sapiro, Vincent Caselles, and Coloma Ballester · 2000
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Simultaneous structure and texture image inpainting
M. Bertalmio, L. Vese, G. Sapiro, and S. Osher · 2003
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Video inpainting of occluding and occluded objects
Kedar Patwardhan, G. Sapiro, and M. Bertalmio · 2005
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Video inpainting under constrained camera motion
K. A. Patwardhan, G. Sapiro, and M. Bertalmio · 2007
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Space-time completion of video
Yonatan Wexler, Eli Shechtman, and Michal Irani · 2007
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PatchMatch: A randomized correspondence algorithm for structural image editing
Connelly Barnes, Eli Shechtman, Adam Finkelstein, and Dan B Goldman · 2009
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Image Melding: Combining inconsistent images using patch-based synthesis
Soheil Darabi, Eli Shechtman, Connelly Barnes, Dan B Goldman, and Pradeep Sen · 2012
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Video Inpainting of Complex Scenes
Alasdair Newson, Andrés Almansa, Matthieu Fradet, Yann Gousseau, and Patrick Pérez · 2014
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Flow and color inpainting for video completion
M. Strobel, Julia Diebold, and D. Cremers · 2014
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Adam: A method for stochastic optimization
Diederik P. Kingma and Jimmy Ba · 2015
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Temporally coherent completion of dynamic video
Jia-Bin Huang, Sing Bing Kang, Narendra Ahuja, and Johannes Kopf · 2016
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A benchmark dataset and evaluation methodology for video object segmentation
F. Perazzi, J. Pont-Tuset, B. McWilliams, L. Van Gool, M. Gross, and A. Sorkine-Hornung · 2016
Cited alongside, same era.
Globally and locally consistent image completion
Satoshi Iizuka, Edgar Simo-Serra, and Hiroshi Ishikawa · 2017
Cited alongside, same era.
Flownet 2.0: Evolution of optical flow estimation with deep networks
E. Ilg, N. Mayer, T. Saikia, M. Keuper, A. Dosovitskiy, and T. Brox · 2017
Cited alongside, same era.
Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Ł ukasz Kaiser, and Illia Polosukhin · 2017
Cited alongside, same era.
Learning blind video temporal consistency
Wei-Sheng Lai, Jia-Bin Huang, Oliver Wang, Eli Shechtman, Ersin Yumer, and Ming-Hsuan Yang · 2018
Cited alongside, same era.
Image inpainting for irregular holes using partial convolutions
Guilin Liu, Fitsum A Reda, Kevin J Shih, Ting-Chun Wang, Andrew Tao, and Bryan Catanzaro · 2018
Copy-and-paste networks for deep video inpainting
Sungho Lee, Seoung Wug Oh, DaeYeun Won, and Seon Joo Kim · 2019
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Onion-peel networks for deep video completion
Seoung Wug Oh, Sungho Lee, Joon-Young Lee, and Seon Joo Kim · 2019
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Video inpainting by jointly learning temporal structure and spatial details
Chuan Wang, Haibin Huang, Xiaoguang Han, and Jue Wang · 2019
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Deep flow-guided video inpainting
Rui Xu, Xiaoxiao Li, Bolei Zhou, and Chen Change Loy · 2019
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Free-form image inpainting with gated convolution
Jiahui Yu, Zhe Lin, Jimei Yang, Xiaohui Shen, Xin Lu, and Thomas S Huang · 2019
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An internal learning approach to video inpainting
Haotian Zhang, Long Mai, Ning Xu, Zhaowen Wang, John Collomosse, and Hailin Jin · 2019
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Cited alongside, same era.
Video-to-video synthesis
Ting-Chun Wang, Ming-Yu Liu, Jun-Yan Zhu, Guilin Liu, Andrew Tao, Jan Kautz, and Bryan Catanzaro · 2018
Cited alongside, same era.
Youtube-vos: A large-scale video object segmentation benchmark
Ning Xu, Linjie Yang, Yuchen Fan, Dingcheng Yue, Yuchen Liang, Jianchao Yang, and Thomas Huang · 2018
Cited alongside, same era.
Generative image inpainting with contextual attention
Jiahui Yu, Zhe Lin, Jimei Yang, Xiaohui Shen, Xin Lu, and Thomas S Huang · 2018
Cited alongside, same era.
Free-form video inpainting with 3d gated convolution and temporal patchgan
Ya-Liang Chang, Zhe Yu Liu, Kuan-Ying Lee, and Winston Hsu · 2019
Cited alongside, same era.
Learnable gated temporal shift module for deep video inpainting
Ya-Liang Chang, Zhe Yu Liu, Kuan-Ying Lee, and Winston Hsu · 2019
Cited alongside, same era.
Deep video inpainting
Dahun Kim, Sanghyun Woo, Joon-Young Lee, and In So Kweon · 2019
Cited alongside, same era.
Flow-edge guided video completion
Chen Gao, Ayush Saraf, Jia-Bin Huang, and Johannes Kopf · 2020
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Proposal-based video completion
Yuan-Ting Hu, Heng Wang, Nicolas Ballas, Kristen Grauman, and Alexander G. Schwing · 2020
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Short-term and long-term context aggregation network for video inpainting
Ang Li, Shanshan Zhao, Xingjun Ma, Mingming Gong, Jianzhong Qi, Rui Zhang, Dacheng Tao, and Ramamohanarao Kotagiri · 2020
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Dvi: Depth guided video inpainting for autonomous driving
Miao Liao, Feixiang Lu, Dingfu Zhou, Sibo Zhang, Wei Li, and Ruigang Yang · 2020
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Learning joint spatial-temporal transformations for video inpainting
Yanhong Zeng, Jianlong Fu, and Hongyang Chao · 2020
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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 · 2021
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