Direct Intrinsics: Learning Albedo-Shading Decomposition by Convolutional Regression

8 December 2015

Papers citing "Direct Intrinsics: Learning Albedo-Shading Decomposition by Convolutional Regression"

50 / 67 papers shown

Title
Benchmarking Ultra-High-Definition Image Reflection Removal Zhenyuan Zhang Zhenbo Song Kaihao Zhang Wenhan Luo Zhaoxin Fan Jianfeng Lu 65 3 0 01 Aug 2023
Measured Albedo in the Wild: Filling the Gap in Intrinsics Evaluation Jiaye Wu Sanjoy Chowdhury Hariharmano Shanmugaraja David Jacobs Soumyadip Sengupta 98 9 0 27 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
Physics-based Indirect Illumination for Inverse Rendering Youming Deng Xueting Li Sifei Liu Ming-Hsuan Yang 3DV 68 2 0 09 Dec 2022
Estimating Reflectance Layer from A Single Image: Integrating Reflectance Guidance and Shadow/Specular Aware Learning Yeying Jin Ruoteng Li Wenhan Yang R. Tan 115 29 0 27 Nov 2022
SIGNet: Intrinsic Image Decomposition by a Semantic and Invariant Gradient Driven Network for Indoor Scenes P. Das Sezer Karaoglu A. Gijsenij Theo Gevers 70 4 0 30 Aug 2022
Invariant Descriptors for Intrinsic Reflectance Optimization A. S. Baslamisli Theo Gevers 46 6 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
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
DIB-R++: Learning to Predict Lighting and Material with a Hybrid Differentiable Renderer Wenzheng Chen Joey Litalien Jun Gao Zian Wang Clement Fuji-Tsang S. Khamis Or Litany Sanja Fidler 3DV 87 58 0 30 Oct 2021
Intrinsic Image Transfer for Illumination Manipulation Junqing Huang Michael Ruzhansky Qianying Zhang Haihui Wang 34 3 0 01 Jul 2021
Physically Inspired Dense Fusion Networks for Relighting Amirsaeed Yazdani Tiantong Guo V. Monga 37 5 0 05 May 2021
DeRenderNet: Intrinsic Image Decomposition of Urban Scenes with Shape-(In)dependent Shading Rendering Yongjie Zhu Jiajun Tang Si Li Boxin Shi 68 9 0 28 Apr 2021
$Lighting, Reflectance and Geometry Estimation from 360$^{\circ}$ Panoramic Stereo$ Lighting, Reflectance and Geometry Estimation from 360 $^{\circ}$ Panoramic Stereo Junxuan Li Hongdong Li Y. Matsushita 53 26 0 20 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
NeRD: Neural Reflectance Decomposition from Image Collections Mark Boss Raphael Braun Varun Jampani Jonathan T. Barron Ce Liu Hendrik P. A. Lensch 126 516 0 07 Dec 2020
Intrinsic Decomposition of Document Images In-the-Wild Sagnik Das H. Sial Ke Ma Ramón Baldrich M. Vanrell Dimitris Samaras 54 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
Deep intrinsic decomposition trained on surreal scenes yet with realistic light effects H. Sial Ramón Baldrich M. Vanrell 42 7 0 14 Sep 2020
Deeply Learned Spectral Total Variation Decomposition T. G. Grossmann Yury Korolev Guy Gilboa Carola-Bibiane Schönlieb 40 4 0 17 Jun 2020
Two-shot Spatially-varying BRDF and Shape Estimation Mark Boss Varun Jampani Kihwan Kim Hendrik P. A. Lensch Jan Kautz 62 90 0 01 Apr 2020
Learning Inverse Rendering of Faces from Real-world Videos Yuda Qiu Zhangyang Xiong Kai Han Zhongyuan Wang Zixiang Xiong Xiaoguang Han CVBM 3DH 29 2 0 26 Mar 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 63 107 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
Relighting Humans: Occlusion-Aware Inverse Rendering for Full-Body Human Images Yoshihiro Kanamori Yuki Endo CVBM 3DH 61 31 0 07 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
Semantic Hierarchical Priors for Intrinsic Image Decomposition Saurabh Saini P. J. Narayanan 23 7 0 11 Feb 2019
Neural Inverse Rendering of an Indoor Scene from a Single Image Soumyadip Sengupta Liang Feng Kihwan Kim Guilin Liu David Jacobs Jan Kautz 3DV AI4CE 105 147 0 08 Jan 2019
InverseRenderNet: Learning single image inverse rendering Ye Yu W. Smith SSL 87 152 0 29 Nov 2018
Single-Image SVBRDF Capture with a Rendering-Aware Deep Network Valentin Deschaintre M. Aittala F. Durand G. Drettakis Adrien Bousseau 3DH 74 269 0 23 Oct 2018
Inverse Transport Networks Chengqian Che Fujun Luan Shuang Zhao Kavita Bala Ioannis Gkioulekas 3DV 69 39 0 28 Sep 2018
Photometric Depth Super-Resolution Bjoern Haefner Songyou Peng Alok Verma Yvain Quéau Daniel Cremers SupR MDE 86 27 0 26 Sep 2018
Modeling Surface Appearance from a Single Photograph using Self-augmented Convolutional Neural Networks Xiao Li Yue Dong Pieter Peers Xin Tong SSL 74 173 0 04 Sep 2018
CGIntrinsics: Better Intrinsic Image Decomposition through Physically-Based Rendering Zhengqi Li Noah Snavely 97 168 0 26 Aug 2018
Joint Learning of Intrinsic Images and Semantic Segmentation A. S. Baslamisli Thomas T. Groenestege P. Das Hoàng-Ân Lê Sezer Karaoglu Theo Gevers 68 60 0 31 Jul 2018
Deep Hybrid Real and Synthetic Training for Intrinsic Decomposition Sai Bi N. Kalantari R. Ramamoorthi 50 28 0 30 Jul 2018
Intrinsic Image Transformation via Scale Space Decomposition Lechao Cheng Chengyi Zhang Zicheng Liao 79 39 0 25 May 2018
Direction-aware Spatial Context Features for Shadow Detection and Removal Xiaowei Hu Chi-Wing Fu Lei Zhu J. Qin Pheng-Ann Heng 70 213 0 12 May 2018
An Approximate Shading Model with Detail Decomposition for Object Relighting Zicheng Liao Kevin Karsch Hongyi Zhang David A. Forsyth 3DV 31 12 0 20 Apr 2018
Materials for Masses: SVBRDF Acquisition with a Single Mobile Phone Image Zhengqin Li Kalyan Sunkavalli Manmohan Chandraker 67 174 0 16 Apr 2018
Learning Intrinsic Image Decomposition from Watching the World Zhengqi Li Noah Snavely 62 175 0 02 Apr 2018
Faces as Lighting Probes via Unsupervised Deep Highlight Extraction Renjiao Yi Chenyang Zhu P. Tan Stephen Lin 3DH CVBM 78 42 0 16 Mar 2018
Unsupervised Deep Single-Image Intrinsic Decomposition using Illumination-Varying Image Sequences Louis Lettry K. Vanhoey Luc van Gool 30 58 0 02 Mar 2018
CNN based Learning using Reflection and Retinex Models for Intrinsic Image Decomposition A. S. Baslamisli Hoàng-Ân Lê Theo Gevers 137 66 0 04 Dec 2017
SfSNet: Learning Shape, Reflectance and Illuminance of Faces in the Wild Soumyadip Sengupta Angjoo Kanazawa Carlos D. Castillo David Jacobs CVBM 3DH 94 320 0 02 Dec 2017
Self-Supervised Intrinsic Image Decomposition Michael Janner Jiajun Wu Tejas D. Kulkarni Ilker Yildirim J. Tenenbaum 60 134 0 10 Nov 2017
Joint Material and Illumination Estimation from Photo Sets in the Wild Tuanfeng Y. Wang Tobias Ritschel Niloy J. Mitra 3DV 58 22 0 23 Oct 2017