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In this paper, we focus on 3D scene inpainting, where parts of an input image set, captured from different viewpoints, are masked out.
Image inpainting
Marcelo Bertalmio, Guillermo Sapiro, Vincent Caselles, and Coloma Ballester · 2000
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Shadow volume reconstruction from depth maps
Michael D McCool · 2000
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A real-time shadow approach for an augmented reality application using shadow volumes
Michael Haller, Stephan Drab, and Werner Hartmann · 2003
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Analysis of focus measure operators for shape-from-focus
Said Pertuz, Domenec Puig, and Miguel Angel Garcia · 2013
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Microsoft COCO: common objects in context
Tsung-Yi Lin, Michael Maire, Serge J. Belongie, James Hays, Pietro Perona, Deva Ramanan, Piotr Dollár, and C. Lawrence Zitnick · 2014
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U-Net: Convolutional networks for biomedical image segmentation
Olaf Ronneberger, Philipp Fischer, and Thomas Brox · 2015
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Very deep convolutional networks for large-scale image recognition
Karen Simonyan and Andrew Zisserman · 2015
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Structure-from-motion revisited
Johannes Lutz Schönberger and Jan-Michael Frahm · 2016
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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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The unreasonable effectiveness of deep features as a perceptual metric
Richard Zhang, Phillip Isola, Alexei A Efros, Eli Shechtman, and Oliver Wang · 2018
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Stereo magnification: Learning view synthesis using multiplane images
Tinghui Zhou, Richard Tucker, John Flynn, Graham Fyffe, and Noah Snavely · 2018
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Decoupled weight decay regularization
Ilya Loshchilov and Frank Hutter · 2019
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NeRF: Representing scenes as neural radiance fields for view synthesis
Ben Mildenhall, Pratul P. Srinivasan, Matthew Tancik, Jonathan T. Barron, Ravi Ramamoorthi, and Ren Ng · 2020
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Accelerating 3D deep learning with PyTorch3D
Nikhila Ravi, Jeremy Reizenstein, David Novotny, Taylor Gordon, Wan-Yen Lo, Justin Johnson, and Georgia Gkioxari · 2020
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MUSIQ: Multi-scale image quality transformer
Junjie Ke, Qifei Wang, Yilin Wang, Peyman Milanfar, and Feng Yang · 2021
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Infinite Nature: Perpetual view generation of natural scenes from a single image
Andrew Liu, Richard Tucker, Varun Jampani, Ameesh Makadia, Noah Snavely, and Angjoo Kanazawa · 2021
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Geometry-free view synthesis: Transformers and no 3D priors
Robin Rombach, Patrick Esser, and Björn Ommer · 2021
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Denoising diffusion implicit models
Jiaming Song, Chenlin Meng, and Stefano Ermon · 2021
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IBRNet: Learning multi-view image-based rendering
Qianqian Wang, Zhicheng Wang, Kyle Genova, Pratul P Srinivasan, Howard Zhou, Jonathan T Barron, Ricardo Martin-Brualla, Noah Snavely, and Thomas Funkhouser · 2021
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TransFill: Reference-guided image inpainting by merging multiple color and spatial transformations
Yuqian Zhou, Connelly Barnes, Eli Shechtman, and Sohrab Amirghodsi · 2021
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Google Scanned Objects: A high-quality dataset of 3D scanned household items
Laura Downs, Anthony Francis, Nate Koenig, Brandon Kinman, Ryan Hickman, Krista Reymann, Thomas B. McHugh, and Vincent Vanhoucke · 2022
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Classifier-free diffusion guidance
Jonathan Ho and Tim Salimans · 2022
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Look outside the room: Synthesizing a consistent long-term 3D scene video from a single image
Xuanchi Ren and Xiaolong Wang · 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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Resolution-robust large mask inpainting with Fourier convolutions
Roman Suvorov, Elizaveta Logacheva, Anton Mashikhin, Anastasia Remizova, Arsenii Ashukha, Aleksei Silvestrov, Naejin Kong, Harshith Goka, Kiwoong Park, and Victor Lempitsky · 2022
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NeRF-editing: geometry editing of neural radiance fields
Yu-Jie Yuan, Yang-Tian Sun, Yu-Kun Lai, Yuewen Ma, Rongfei Jia, and Lin Gao · 2022
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3DFill: Reference-guided image inpainting by self-supervised 3D image alignment
Liang Zhao, Xinyuan Zhao, Hailong Ma, Xinyu Zhang, and Long Zeng · 2022
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RenderDiffusion: Image diffusion for 3D reconstruction, inpainting and generation
Titas Anciukevičius, Zexiang Xu, Matthew Fisher, Paul Henderson, Hakan Bilen, Niloy J Mitra, and Paul Guerrero · 2023
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InstructPix2Pix: Learning to follow image editing instructions
Tim Brooks, Aleksander Holynski, and Alexei A. Efros · 2023
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Generative novel view synthesis with 3D-aware diffusion models
Eric R Chan, Koki Nagano, Matthew A Chan, Alexander W Bergman, Jeong Joon Park, Axel Levy, Miika Aittala, Shalini De Mello, Tero Karras, and Gordon Wetzstein · 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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GeoFill: Reference-based image inpainting with better geometric understanding
Yunhan Zhao, Connelly Barnes, Yuqian Zhou, Eli Shechtman, Sohrab Amirghodsi, and Charless Fowlkes · 2023
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EditableNeRF: Editing topologically varying neural radiance fields by key points
Chengwei Zheng, Wenbin Lin, and Feng Xu · 2023
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The Chosen One: Consistent characters in text-to-image diffusion models
Omri Avrahami, Amir Hertz, Yael Vinker, Moab Arar, Shlomi Fruchter, Ohad Fried, Daniel Cohen-Or, and Dani Lischinski · 2024
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MVInpainter: Learning multi-view consistent inpainting to bridge 2D and 3D editing
Chenjie Cao, Chaohui Yu, Fan Wang, Xiangyang Xue, and Yanwei Fu · 2024
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LucidDreamer: Domain-free generation of 3D Gaussian Splatting scenes
Jaeyoung Chung, Suyoung Lee, Hyeongjin Nam, Jaerin Lee, and Kyoung Mu Lee · 2023
Cited alongside, same era.
ViCA-NeRF: View-consistency-aware 3D editing of neural radiance fields
Jiahua Dong and Yu-Xiong Wang · 2023
Cited alongside, same era.
Instruct-NeRF2NeRF: Editing 3D scenes with instructions
Ayaan Haque, Matthew Tancik, Alexei Efros, Aleksander Holynski, and Angjoo Kanazawa · 2023
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Text2Room: Extracting textured 3D meshes from 2D text-to-image models
Lukas Höllein, Ang Cao, Andrew Owens, Justin Johnson, and Matthias Nießner · 2023
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RefSR-NeRF: Towards high fidelity and super resolution view synthesis
Xudong Huang, Wei Li, Jie Hu, Hanting Chen, and Yunhe Wang · 2023
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NeRFshop: Interactive editing of neural radiance fields
Clément Jambon, Bernhard Kerbl, Georgios Kopanas, Stavros Diolatzis, Thomas Leimkühler, and George Drettakis · 2023
Cited alongside, same era.
3D Gaussian Splatting for real-time radiance field rendering
Bernhard Kerbl, Georgios Kopanas, Thomas Leimkühler, and George Drettakis · 2023
Cited alongside, same era.
Guikun Chen and Wenguan Wang · 2024
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SIGNeRF: Scene integrated generation for neural radiance fields
Jan-Niklas Dihlmann, Andreas Engelhardt, and Hendrik Lensch · 2024
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CAT3D: Create anything in 3D with multi-view diffusion models
Ruiqi Gao, Aleksander Holynski, Philipp Henzler, Arthur Brussee, Ricardo Martin-Brualla, Pratul Srinivasan, Jonathan T Barron, and Ben Poole · 2024
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Brushnet: A plug-and-play image inpainting model with decomposed dual-branch diffusion
Xuan Ju, Xian Liu, Xintao Wang, Yuxuan Bian, Ying Shan, and Qiang Xu · 2024
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Posterior distillation sampling
Juil Koo, Chanho Park, and Minhyuk Sung · 2024
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DiSR-NeRF: Diffusion-guided view-consistent super-resolution NeRF
Jie Long Lee, Chen Li, and Gim Hee Lee · 2024
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Taming latent diffusion model for neural radiance field inpainting
Chieh Hubert Lin, Changil Kim, Jia-Bin Huang, Qinbo Li, Chih-Yao Ma, Johannes Kopf, Ming-Hsuan Yang, and Hung-Yu Tseng · 2024
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InFusion: Inpainting 3D Gaussians via learning depth completion from diffusion prior
Zhiheng Liu, Hao Ouyang, Qiuyu Wang, Ka Leong Cheng, Jie Xiao, Kai Zhu, Nan Xue, Yu Liu, Yujun Shen, and Yang Cao · 2024
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View-consistent object removal in radiance fields
Yiren Lu, Jing Ma, and Yu Yin · 2024
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IReNe: Instant recoloring of neural radiance fields
Alessio Mazzucchelli, Adrian Garcia-Garcia, Elena Garces, Fernando Rivas-Manzaneque, Francesc Moreno-Noguer, and Adrian Penate-Sanchez · 2024
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Rethinking score distillation as a bridge between image distributions
David McAllister, Songwei Ge, Jia-Bin Huang, David Jacobs, Alexei A. Efros, Aleksander Holynski, and Angjoo Kanazawa · 2024
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Deep learning-based image and video inpainting: A survey
Weize Quan, Jiaxi Chen, Yanli Liu, Dong-Ming Yan, and Peter Wonka · 2024
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stabilityai/stable-diffusion-2-inpainting, Released 2023
HuggingFace StabilityAI · 2024
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Training-free consistent text-to-image generation
Yoad Tewel, Omri Kaduri, Rinon Gal, Yoni Kasten, Lior Wolf, Gal Chechik, and Yuval Atzmon · 2024
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NeRFiller: Completing scenes via generative 3D inpainting
Ethan Weber, Aleksander Holynski, Varun Jampani, Saurabh Saxena, Noah Snavely, Abhishek Kar, and Angjoo Kanazawa · 2024
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GaussCtrl: multi-view consistent text-driven 3D Gaussian Splatting editing
Jing Wu, Jia-Wang Bian, Xinghui Li, Guangrun Wang, Ian Reid, Philip Torr, and Victor Adrian Prisacariu · 2024
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Gaussian grouping: Segment and edit anything in 3D scenes
Mingqiao Ye, Martin Danelljan, Fisher Yu, and Lei Ke · 2024
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StoryDiffusion: Consistent self-attention for long-range image and video generation
Yupeng Zhou, Daquan Zhou, Ming-Ming Cheng, Jiashi Feng, and Qibin Hou · 2024
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GeoDiffuser: Geometry-based image editing with diffusion models
Rahul Sajnani, Jeroen Vanbaar, Jie Min, Kapil D Katyal, and Srinath Sridhar · 2025
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