Learning to Predict Indoor Illumination from a Single Image

1 April 2017

Jean-François Lalonde

3DV

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Papers citing "Learning to Predict Indoor Illumination from a Single Image"

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LIRM: Large Inverse Rendering Model for Progressive Reconstruction of Shape, Materials and View-dependent Radiance Fields Zhengqin Li Dilin Wang Ka Chen Zhaoyang Lv Thu Nguyen-Phuoc ... Yufeng Zhu Carl S. Marshall Yufeng Ren Richard Newcombe Zhao Dong 3DV 87 0 0 28 Apr 2025
GaSLight: Gaussian Splats for Spatially-Varying Lighting in HDR Christophe Bolduc Yannick Hold-Geoffroy Zhixin Shu Jean-François Lalonde 3DGS 41 0 0 15 Apr 2025
GCC: Generative Color Constancy via Diffusing a Color Checker Chen-Wei Chang Cheng-De Fan Chia-Che Chang Yi-Chen Lo Yu-Chee Tseng Jiun-Long Huang Yu-Lun Liu 48 0 0 24 Feb 2025
MatSwap: Light-aware material transfers in images Ivan Lopes Valentin Deschaintre Yannick Hold-Geoffroy Raoul de Charette DiffM 92 0 0 11 Feb 2025
CleAR: Robust Context-Guided Generative Lighting Estimation for Mobile Augmented Reality Yiqin Zhao Mallesham Dasari Tian Guo 53 0 0 04 Nov 2024
ZeroComp: Zero-shot Object Compositing from Image Intrinsics via Diffusion Zitian Zhang Frédéric Fortier-Chouinard Mathieu Garon Anand Bhattad Jean-François Lalonde DiffM 48 4 0 10 Oct 2024
MaterialFusion: Enhancing Inverse Rendering with Material Diffusion Priors Yehonathan Litman Or Patashnik Kangle Deng Aviral Agrawal Rushikesh Zawar Fernando de la Torre Shubham Tulsiani 62 6 0 23 Sep 2024
MAIR++: Improving Multi-view Attention Inverse Rendering with Implicit Lighting Representation JunYong Choi SeokYeong Lee Haesol Park Seung-Won Jung Ig-Jae Kim Junghyun Cho 3DV 65 1 0 13 Aug 2024
Latent Intrinsics Emerge from Training to Relight Xiao Zhang William Gao Seemandhar Jain Michael Maire David.A.Forsyth Anand Bhattad 53 3 0 31 May 2024
EdgeRelight360: Text-Conditioned 360-Degree HDR Image Generation for Real-Time On-Device Video Portrait Relighting Chia-Chen Lin Mahesh Reddy Guillaume Berger Michel Sarkis Fatih Porikli Ning Bi 38 2 0 15 Apr 2024
LightOctree: Lightweight 3D Spatially-Coherent Indoor Lighting Estimation Xuecan Wang Shibang Xiao Xiaohui Liang 3DV 55 0 0 05 Apr 2024
IRIS: Inverse Rendering of Indoor Scenes from Low Dynamic Range Images Zhi-Hao Lin Jia-Bin Huang Zhengqin Li Zhao Dong Christian Richardt Tuotuo Li Michael Zollhöfer Johannes Kopf Shenlong Wang Changil Kim 3DV 62 2 0 23 Jan 2024
Scene-Conditional 3D Object Stylization and Composition Jinghao Zhou Tomas Jakab Philip Torr Christian Rupprecht DiffM 75 2 0 19 Dec 2023
Diffusion Reflectance Map: Single-Image Stochastic Inverse Rendering of Illumination and Reflectance Yuto Enyo Ko Nishino 3DV 47 2 0 07 Dec 2023
Personalized Video Relighting With an At-Home Light Stage Jun Myeong Choi Max Christman Roni Sengupta 39 3 0 15 Nov 2023
Real-time Light Estimation and Neural Soft Shadows for AR Indoor Scenarios Alexander Sommer Ulrich Schwanecke E. Schoemer 3DH 30 0 0 03 Aug 2023
NeAI: A Pre-convoluted Representation for Plug-and-Play Neural Ambient Illumination Yi Zhuang Qi Zhang Xuan Wang Hao Zhu Yingfa Feng Xiaoyu Li Ying Shan Xun Cao 31 10 0 18 Apr 2023
LitAR: Visually Coherent Lighting for Mobile Augmented Reality Yiqin Zhao Chongyang Ma Haibin Huang Tian Guo 19 7 0 15 Jan 2023
Accidental Light Probes Hong-Xing Yu Samir Agarwala Charles Herrmann Richard Szeliski Noah Snavely Jiajun Wu Deqing Sun 48 8 0 12 Jan 2023
Multi-view Inverse Rendering for Large-scale Real-world Indoor Scenes Zhen Li Lingli Wang Mofang Cheng Cihui Pan Jiaqi Yang 3DV 29 19 0 18 Nov 2022
Deep scene-scale material estimation from multi-view indoor captures Siddhant Prakash G. Rainer Adrien Bousseau G. Drettakis 3DV 34 4 0 15 Nov 2022
Learning-based Inverse Rendering of Complex Indoor Scenes with Differentiable Monte Carlo Raytracing Jingsen Zhu Fujun Luan Yuchi Huo Zihao Lin Zhihua Zhong Dianbing Xi Jiaxiang Zheng Rui Tang Hujun Bao Rui Wang 3DV 36 47 0 06 Nov 2022
Text2Light: Zero-Shot Text-Driven HDR Panorama Generation Zhaoxi Chen Guangcong Wang Ziwei Liu 97 30 0 20 Sep 2022
Neural Light Field Estimation for Street Scenes with Differentiable Virtual Object Insertion Zian Wang Wenzheng Chen David Acuna Jan Kautz Sanja Fidler 3DPC 52 37 0 19 Aug 2022
Geometry-aware Single-image Full-body Human Relighting Chaonan Ji Tao Yu Kaiwen Guo Jingxin Liu Yebin Liu 3DH 31 31 0 11 Jul 2022
IRISformer: Dense Vision Transformers for Single-Image Inverse Rendering in Indoor Scenes Rui Zhu Zhengqin Li J. Matai Fatih Porikli Manmohan Chandraker ViT 48 46 0 16 Jun 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 18 7 0 26 May 2022
Deep Learning for Omnidirectional Vision: A Survey and New Perspectives Hao Ai Zidong Cao Jin Zhu Haotian Bai Yucheng Chen Ling Wang 44 35 0 21 May 2022
Physically-Based Editing of Indoor Scene Lighting from a Single Image Zhengqin Li Jia Shi Sai Bi Rui Zhu Kalyan Sunkavalli Milovs Havsan Zexiang Xu R. Ramamoorthi Manmohan Chandraker 3DV 41 58 0 19 May 2022
Diverse Plausible 360-Degree Image Outpainting for Efficient 3DCG Background Creation Naofumi Akimoto Yuhi Matsuo Y. Aoki 51 34 0 28 Mar 2022
Deep Graph Learning for Spatially-Varying Indoor Lighting Prediction Jia-Xuan Bai Jie Guo Chenchen Wang Zhenyu Chen Zhen He Shan Yang Piaopiao Yu Yan Zhang Yanwen Guo 3DV 38 10 0 13 Feb 2022
PanoDepth: A Two-Stage Approach for Monocular Omnidirectional Depth Estimation Yu-yang Li Zhixin Yan Ye Duan Liu Ren MDE 29 13 0 02 Feb 2022
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 25 55 0 30 Oct 2021
Neural-PIL: Neural Pre-Integrated Lighting for Reflectance Decomposition Mark Boss Varun Jampani Raphael Braun Ce Liu Jonathan T. Barron Hendrik P. A. Lensch 31 208 0 27 Oct 2021
Luminance Attentive Networks for HDR Image and Panorama Reconstruction Hanning Yu Wentao Liu Chengjiang Long Bo Dong Qin Zou Chunxia Xiao 88 29 0 14 Sep 2021
Spatially and color consistent environment lighting estimation using deep neural networks for mixed reality B. Marques E. Clua A. Montenegro C. N. Vasconcelos 3DV 27 10 0 17 Aug 2021
Single-image Full-body Human Relighting Manuel Lagunas Xin Sun Jimei Yang Ruben Villegas Jianming Zhang Zhixin Shu B. Masiá Diego F. F. Gutierrez 3DH 29 37 0 15 Jul 2021
Free-viewpoint Indoor Neural Relighting from Multi-view Stereo Julien Philip Sébastien Morgenthaler Michael Gharbi G. Drettakis 3DV 43 51 0 24 Jun 2021
Mobile Augmented Reality: User Interfaces, Frameworks, and Intelligence Jacky Cao Kit-Yung Lam Lik-Hang Lee Xiaoli Liu Pan Hui Xiang Su 35 84 0 16 Jun 2021
Xihe: A 3D Vision-based Lighting Estimation Framework for Mobile Augmented Reality Yiqin Zhao Tian Guo 23 20 0 30 May 2021
Spatially-Varying Outdoor Lighting Estimation from Intrinsics Yongjie Zhu Yinda Zhang Si Li Imari Sato 32 20 0 09 Apr 2021
Neural Video Portrait Relighting in Real-time via Consistency Modeling Longwen Zhang Qixuan Zhang Minye Wu Jingyi Yu Lan Xu 3DH 40 37 0 01 Apr 2021
Beyond Visual Attractiveness: Physically Plausible Single Image HDR Reconstruction for Spherical Panoramas Wei Wei Li Guan Yue Liu Hao Kang Haoxiang Li Ying Nian Wu G. Hua 3DV 24 3 0 24 Mar 2021
PhotoApp: Photorealistic Appearance Editing of Head Portraits R. MallikarjunB. A. Tewari Abdallah Dib Tim Weyrich Bernd Bickel ... Hanspeter Pfister Wojciech Matusik Louis Chevallier Mohamed A. Elgharib Christian Theobalt DiffM 3DH 42 6 0 13 Mar 2021
Deep Reformulated Laplacian Tone Mapping Jie Yang Ziyi Liu Mengchen Lin Svetlana Yanushkevich O. Yadid-Pecht 18 10 0 31 Jan 2021
Learned Initializations for Optimizing Coordinate-Based Neural Representations Matthew Tancik B. Mildenhall Terrance Wang Divi Schmidt Pratul P. Srinivasan Jonathan T. Barron Ren Ng 19 286 0 03 Dec 2020
HDR Environment Map Estimation for Real-Time Augmented Reality Gowri Somanath Daniel Kurz 28 46 0 21 Nov 2020
Deep Neural Network Approach for Annual Luminance Simulations Yue Liu Alex Colburn Mehlika Inanici 3DV 25 15 0 14 Sep 2020
TexMesh: Reconstructing Detailed Human Texture and Geometry from RGB-D Video Tiancheng Zhi Christoph Lassner Tony Tung Carsten Stoll S. Narasimhan Minh Vo 3DH 19 41 0 01 Aug 2020
Deep Photometric Stereo for Non-Lambertian Surfaces Guanying Chen Kai Han Imari Sato Y. Matsushita Kwan-Yee K. Wong 35 73 0 26 Jul 2020