Deep intrinsic decomposition trained on surreal scenes yet with realistic light effects

14 September 2020

Papers citing "Deep intrinsic decomposition trained on surreal scenes yet with realistic light effects"

18 / 18 papers shown

Title
Shape, Illumination, and Reflectance from Shading Jonathan T. Barron Jitendra Malik 3DV 29 724 0 07 Oct 2020
InteriorNet: Mega-scale Multi-sensor Photo-realistic Indoor Scenes Dataset Wenbin Li Sajad Saeedi J. McCormac R. Clark Dimos Tzoumanikas Qing Ye Yuzhong Huang Ruiming Tang Stefan Leutenegger 3DV 56 220 0 03 Sep 2018
CGIntrinsics: Better Intrinsic Image Decomposition through Physically-Based Rendering Zhengqi Li Noah Snavely 72 165 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 36 60 0 31 Jul 2018
Learning Intrinsic Image Decomposition from Watching the World Zhengqi Li Noah Snavely 33 174 0 02 Apr 2018
CNN based Learning using Reflection and Retinex Models for Intrinsic Image Decomposition A. S. Baslamisli Hoàng-Ân Lê Theo Gevers 97 66 0 04 Dec 2017
Learning Non-Lambertian Object Intrinsics across ShapeNet Categories Jian Shi Yue Dong Hao Su Stella X. Yu 74 182 0 27 Dec 2016
Reflectance Adaptive Filtering Improves Intrinsic Image Estimation Thomas Nestmeyer Peter V. Gehler 38 72 0 15 Dec 2016
Semantic Scene Completion from a Single Depth Image Shuran Song Feng Yu Andy Zeng Angel X. Chang Manolis Savva Thomas Funkhouser 3DV 62 1,235 0 28 Nov 2016
Unified Depth Prediction and Intrinsic Image Decomposition from a Single Image via Joint Convolutional Neural Fields Seungryong Kim Kihong Park Kwanghoon Sohn Stephen Lin MDE 31 109 0 21 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.3K 192,638 0 10 Dec 2015
ShapeNet: An Information-Rich 3D Model Repository Angel X. Chang Thomas Funkhouser Leonidas Guibas Pat Hanrahan Qi-Xing Huang ... Shuran Song Hao Su Jianxiong Xiao L. Yi Feng Yu 3DV 74 5,482 0 09 Dec 2015
Direct Intrinsics: Learning Albedo-Shading Decomposition by Convolutional Regression T. Narihira Michael Maire Stella X. Yu 40 185 0 08 Dec 2015
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 433 27,231 0 02 Dec 2015
Learning Data-driven Reflectance Priors for Intrinsic Image Decomposition Tinghui Zhou Philipp Krahenbuhl Alexei A. Efros 97 163 0 08 Oct 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 736 149,474 0 22 Dec 2014
Deep Convolutional Neural Fields for Depth Estimation from a Single Image Fayao Liu Chunhua Shen Guosheng Lin MDE 115 890 0 24 Nov 2014
Depth Map Prediction from a Single Image using a Multi-Scale Deep Network David Eigen Christian Puhrsch Rob Fergus MDE 3DPC 3DV 147 4,037 0 09 Jun 2014