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Self-Supervised Intrinsic Image Decomposition

10 November 2017

Jiajun Wu

Papers citing "Self-Supervised Intrinsic Image Decomposition"

46 / 46 papers shown

Title
Digital Twin Catalog: A Large-Scale Photorealistic 3D Object Digital Twin Dataset Zhao Dong Ka Chen Zhaoyang Lv Hong-Xing Yu Yunzhi Zhang ... Xiaqing Pan Mingfei Yan Jiajun Wu Carl Ren Richard Newcombe 115 3 0 11 Apr 2025
Latent Intrinsics Emerge from Training to Relight Xiao Zhang William Gao Seemandhar Jain Michael Maire David.A.Forsyth Anand Bhattad 98 4 0 31 May 2024
Learning to Predict Scene-Level Implicit 3D from Posed RGBD Data Nilesh Kulkarni Linyi Jin Justin Johnson David Fouhey 64 2 0 14 Jun 2023
DPF: Learning Dense Prediction Fields with Weak Supervision Xiaoxue Chen Yuhang Zheng Yupeng Zheng Qiang-feng Zhou Hao Zhao Guyue Zhou Ya Zhang 101 2 0 29 Mar 2023
Face Inverse Rendering via Hierarchical Decoupling Ming Wang Xiaojie Guo Wenjing Dai Jiawan Zhang 3DV 3DH CVBM 45 3 0 17 Jan 2023
Physics-based Indirect Illumination for Inverse Rendering Youming Deng Xueting Li Sifei Liu Ming-Hsuan Yang 3DV 68 2 0 09 Dec 2022
3D Scene Creation and Rendering via Rough Meshes: A Lighting Transfer Avenue Bowen Cai Yujie Li Yuqin Liang Rongfei Jia Binqiang Zhao Biwei Huang Huan Fu 53 0 0 27 Nov 2022
Photo-realistic Neural Domain Randomization Sergey Zakharov Rares Andrei Ambrus Vitor Campagnolo Guizilini Wadim Kehl Adrien Gaidon 105 10 0 23 Oct 2022
IntrinsicNeRF: Learning Intrinsic Neural Radiance Fields for Editable Novel View Synthesis Weicai Ye Shuo Chen Chong Bao Hujun Bao Marc Pollefeys Zhaopeng Cui Guofeng Zhang 120 47 0 02 Oct 2022
NeIF: Representing General Reflectance as Neural Intrinsics Fields for Uncalibrated Photometric Stereo Zong-Han Li Qian Zheng Fei-Zhang Wang Boxin Shi Gang Pan Xudong Jiang 61 0 0 18 Aug 2022
Semantically Supervised Appearance Decomposition for Virtual Staging from a Single Panorama Tiancheng Zhi B. Chen Ivaylo Boyadzhiev S. B. Kang M. Hebert S. Narasimhan 53 7 0 26 May 2022
A Novel Intrinsic Image Decomposition Method to Recover Albedo for Aerial Images in Photogrammetry Processing Shuang Song R. Qin 31 3 0 08 Apr 2022
PIE-Net: Photometric Invariant Edge Guided Network for Intrinsic Image Decomposition P. Das Sezer Karaoglu Theo Gevers 91 33 0 30 Mar 2022
SeamlessGAN: Self-Supervised Synthesis of Tileable Texture Maps Carlos Rodriguez-Pardo Elena Garces GAN 65 26 0 13 Jan 2022
De-rendering 3D Objects in the Wild Felix Wimbauer Shangzhe Wu Christian Rupprecht 75 31 0 06 Jan 2022
A Survey on Intrinsic Images: Delving Deep Into Lambert and Beyond Elena Garces Carlos Rodriguez-Pardo Dan Casas Jorge López-Moreno 91 44 0 07 Dec 2021
Intrinsic Image Transfer for Illumination Manipulation Junqing Huang Michael Ruzhansky Qianying Zhang Haihui Wang 34 3 0 01 Jul 2021
Coherent, super resolved radar beamforming using self-supervised learning Itai Orr Moshik Cohen Harel Damari M. Halachmi Z. Zalevsky 66 14 0 21 Jun 2021
An Optical physics inspired CNN approach for intrinsic image decomposition H. Weligampola Gihan Chanaka Jayatilaka Suren Sritharan Parakrama Ekanayake Roshan Ragel Vijitha Herath Roshan Godaliyadda 47 2 0 21 May 2021
De-rendering the World's Revolutionary Artefacts Shangzhe Wu A. Makadia Jiajun Wu Noah Snavely Richard Tucker Angjoo Kanazawa 86 33 0 08 Apr 2021
Outdoor inverse rendering from a single image using multiview self-supervision Ye Yu W. Smith SSL 3DV 74 24 0 12 Feb 2021
Intrinsic Decomposition of Document Images In-the-Wild Sagnik Das H. Sial Ke Ma Ramón Baldrich M. Vanrell Dimitris Samaras 57 18 0 29 Nov 2020
Intrinsic Image Decomposition using Paradigms David A. Forsyth Jason Rock 58 25 0 20 Nov 2020
Fast Fourier Intrinsic Network Yanlin Qian Miaojing Shi Joni-Kristian Kämäräinen Jirí Matas 44 7 0 09 Nov 2020
Deeply Learned Spectral Total Variation Decomposition T. G. Grossmann Yury Korolev Guy Gilboa Carola-Bibiane Schönlieb 40 4 0 17 Jun 2020
MulayCap: Multi-layer Human Performance Capture Using A Monocular Video Camera Zhaoqi Su Weilin Wan Tao Yu Lingjie Liu Lu Fang Wenping Wang Yebin Liu 3DH CVBM 69 27 0 13 Apr 2020
Data Transformation Insights in Self-supervision with Clustering Tasks Abhimanu Kumar A. Deshmukh Ürün Dogan Denis Xavier Charles Eren Manavoglu 24 2 0 18 Feb 2020
ShadingNet: Image Intrinsics by Fine-Grained Shading Decomposition A. S. Baslamisli P. Das Hoang-An Le Sezer Karaoglu Theo Gevers 71 30 0 09 Dec 2019
Unsupervised Learning for Intrinsic Image Decomposition from a Single Image Yunfei Liu Yu Li Shaodi You Feng Lu OCL 68 107 0 22 Nov 2019
Leveraging Multi-view Image Sets for Unsupervised Intrinsic Image Decomposition and Highlight Separation Renjiao Yi P. Tan Stephen Lin OCL 93 28 0 17 Nov 2019
Three-D Safari: Learning to Estimate Zebra Pose, Shape, and Texture from Images "In the Wild" Silvia Zuffi Angjoo Kanazawa T. Berger-Wolf Michael J. Black 3DH 55 160 0 20 Aug 2019
Real-Time Global Illumination Decomposition of Videos Abhimitra Meka Mohammad Shafiei Michael Zollhoefer Christian Richardt Christian Theobalt 80 25 0 06 Aug 2019
Lifting AutoEncoders: Unsupervised Learning of a Fully-Disentangled 3D Morphable Model using Deep Non-Rigid Structure from Motion M. Sahasrabudhe Zhixin Shu Edward Bartrum R. Güler Dimitris Samaras Iasonas Kokkinos 3DH DRL 3DV 67 41 0 26 Apr 2019
Informed Machine Learning -- A Taxonomy and Survey of Integrating Knowledge into Learning Systems Laura von Rueden S. Mayer Katharina Beckh B. Georgiev Sven Giesselbach ... Rajkumar Ramamurthy Michal Walczak Jochen Garcke Christian Bauckhage Jannis Schuecker 125 647 0 29 Mar 2019
Learning to Reconstruct Shapes from Unseen Classes Xiuming Zhang Zhoutong Zhang Chengkai Zhang J. Tenenbaum Bill Freeman Jiajun Wu 3DV 70 155 0 28 Dec 2018
Deep Spectral Reflectance and Illuminant Estimation from Self-Interreflections Rada Deeb Joost van de Weijer Damien Muselet M. Hébert A. Trémeau 21 11 0 09 Dec 2018
InverseRenderNet: Learning single image inverse rendering Ye Yu W. Smith SSL 87 152 0 29 Nov 2018
Learning Shape Priors for Single-View 3D Completion and Reconstruction Jiajun Wu Chengkai Zhang Xiuming Zhang Zhoutong Zhang William T. Freeman J. Tenenbaum 3DV 88 184 0 13 Sep 2018
3D-Aware Scene Manipulation via Inverse Graphics Shunyu Yao T. Hsu Jun-Yan Zhu Jiajun Wu Antonio Torralba William T. Freeman J. Tenenbaum 3DPC 3DV 119 86 0 28 Aug 2018
CGIntrinsics: Better Intrinsic Image Decomposition through Physically-Based Rendering Zhengqi Li Noah Snavely 97 168 0 26 Aug 2018
3D Shape Perception from Monocular Vision, Touch, and Shape Priors Shaoxiong Wang Jiajun Wu Xingyuan Sun Wenzhen Yuan William T. Freeman J. Tenenbaum Edward H. Adelson MDE 78 118 0 09 Aug 2018
Learning Intrinsic Image Decomposition from Watching the World Zhengqi Li Noah Snavely 64 175 0 02 Apr 2018
Learning to Reconstruct Texture-less Deformable Surfaces from a Single View Jan Bednarík Pascal Fua Mathieu Salzmann 3DV 3DH 43 45 0 23 Mar 2018
Unsupervised Deep Single-Image Intrinsic Decomposition using Illumination-Varying Image Sequences Louis Lettry K. Vanhoey Luc van Gool 32 58 0 02 Mar 2018
SfSNet: Learning Shape, Reflectance and Illuminance of Faces in the Wild Soumyadip Sengupta Angjoo Kanazawa Carlos D. Castillo David Jacobs CVBM 3DH 96 320 0 02 Dec 2017
MarrNet: 3D Shape Reconstruction via 2.5D Sketches Jiajun Wu Yifan Wang Tianfan Xue Xingyuan Sun Bill Freeman J. Tenenbaum 3DV 115 421 0 08 Nov 2017