Deep Parametric Indoor Lighting Estimation

19 October 2019

Marc-André Gardner

Yannick Hold-Geoffroy

Kalyan Sunkavalli

Christian Gagné

Jean-François Lalonde

3DPC

3DV

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Papers citing "Deep Parametric Indoor Lighting Estimation"

50 / 79 papers shown

Title
GaSLight: Gaussian Splats for Spatially-Varying Lighting in HDR Christophe Bolduc Yannick Hold-Geoffroy Zhixin Shu Jean-François Lalonde 3DGS 33 0 0 15 Apr 2025
Channel-wise Noise Scheduled Diffusion for Inverse Rendering in Indoor Scenes JunYong Choi M. Sagong SeokYeong Lee Seung-Won Jung Ig-Jae Kim Junghyun Cho DiffM 53 0 0 13 Mar 2025
MatSwap: Light-aware material transfers in images Ivan Lopes Valentin Deschaintre Yannick Hold-Geoffroy Raoul de Charette DiffM 87 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
360U-Former: HDR Illumination Estimation with Panoramic Adapted Vision Transformers Jack Hilliard A. Hilton Jean-Yves Guillemaut ViT MDE 26 0 0 17 Oct 2024
ZeroComp: Zero-shot Object Compositing from Image Intrinsics via Diffusion Zitian Zhang Frédéric Fortier-Chouinard Mathieu Garon Anand Bhattad Jean-François Lalonde DiffM 41 4 0 10 Oct 2024
Relighting from a Single Image: Datasets and Deep Intrinsic-based Architecture Yixiong Yang H. Sial Ramón Baldrich M. Vanrell 31 0 0 27 Sep 2024
Photorealistic Object Insertion with Diffusion-Guided Inverse Rendering Ruofan Liang Zan Gojcic Merlin Nimier-David David Acuna Nandita Vijaykumar Sanja Fidler Zian Wang DiffM 88 8 0 19 Aug 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 59 1 0 13 Aug 2024
OPa-Ma: Text Guided Mamba for 360-degree Image Out-painting Penglei Gao Kai Yao Tiandi Ye Steven Wang Yuan Yao Xiaofeng Wang Mamba 34 1 0 15 Jul 2024
Assessing Photorealism of Rendered Objects in Real-World Images: A Transparent and Reproducible User Study Sven Kluge Oliver Staadt 28 0 0 01 Jul 2024
Latent Intrinsics Emerge from Training to Relight Xiao Zhang William Gao Seemandhar Jain Michael Maire David.A.Forsyth Anand Bhattad 48 3 0 31 May 2024
MixLight: Borrowing the Best of both Spherical Harmonics and Gaussian Models Xinlong Ji Fangneng Zhan Shijian Lu Shiguang Huang Hua Huang 3DV 42 1 0 19 Apr 2024
LightOctree: Lightweight 3D Spatially-Coherent Indoor Lighting Estimation Xuecan Wang Shibang Xiao Xiaohui Liang 3DV 50 0 0 05 Apr 2024
Shadow Generation for Composite Image Using Diffusion model Qingyang Liu Junqi You Jianting Wang Xinhao Tao Bo Zhang Li Niu DiffM 43 6 0 22 Mar 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 59 2 0 23 Jan 2024
SpecNeRF: Gaussian Directional Encoding for Specular Reflections Li Ma Vasu Agrawal Haithem Turki Changil Kim Chen Gao Pedro Sander Michael Zollhöfer Christian Richardt 3DGS 40 21 0 20 Dec 2023
Scene-Conditional 3D Object Stylization and Composition Jinghao Zhou Tomas Jakab Philip Torr Christian Rupprecht DiffM 70 2 0 19 Dec 2023
DiffusionLight: Light Probes for Free by Painting a Chrome Ball Pakkapon Phongthawee Worameth Chinchuthakun Nontaphat Sinsunthithet Amit Raj Varun Jampani Pramook Khungurn Supasorn Suwajanakorn DiffM 32 23 0 14 Dec 2023
LightSim: Neural Lighting Simulation for Urban Scenes Ava Pun Gary Sun Jingkang Wang Yun Chen Ze Yang S. Manivasagam Wei-Chiu Ma R. Urtasun 3DV 28 14 0 11 Dec 2023
3D Copy-Paste: Physically Plausible Object Insertion for Monocular 3D Detection Yunhao Ge Hong-Xing Yu Cheng Zhao Yuliang Guo Xinyu Huang Liu Ren Laurent Itti Jiajun Wu 3DPC DiffM 28 11 0 08 Dec 2023
Diffusion Reflectance Map: Single-Image Stochastic Inverse Rendering of Illumination and Reflectance Yuto Enyo Ko Nishino 3DV 40 2 0 07 Dec 2023
Towards a Perceptual Evaluation Framework for Lighting Estimation Justine Giroux Mohammad Reza Karimi Dastjerdi Yannick Hold-Geoffroy Javier Vazquez-Corral Jean-Franccois Lalonde 14 3 0 07 Dec 2023
Virtual Home Staging: Inverse Rendering and Editing an Indoor Panorama under Natural Illumination Guanzhou Ji A. Sawyer S. Narasimhan 3DV 20 5 0 21 Nov 2023
A Real-time Method for Inserting Virtual Objects into Neural Radiance Fields Keyang Ye Hongzhi Wu Xin Tong Kun Zhou 3DH 30 2 0 09 Oct 2023
Zero Grads: Learning Local Surrogate Losses for Non-Differentiable Graphics Michael Fischer Tobias Ritschel 27 2 0 10 Aug 2023
Foreground Object Search by Distilling Composite Image Feature Bo Zhang Jiacheng Sui Li Niu 27 5 0 09 Aug 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
PanoDiffusion: 360-degree Panorama Outpainting via Diffusion Tianhao Wu Chuanxia Zheng Tat-Jen Cham DiffM 39 18 0 06 Jul 2023
Spatiotemporally Consistent HDR Indoor Lighting Estimation Zhengqin Li Li Yu Mikhail Okunev Manmohan Chandraker Zhao Dong 3DV 21 10 0 07 May 2023
EverLight: Indoor-Outdoor Editable HDR Lighting Estimation Mohammad Reza Karimi Dastjerdi Jonathan Eisenmann Yannick Hold-Geoffroy Jean-François Lalonde 3DV 35 19 0 26 Apr 2023
Beyond the Pixel: a Photometrically Calibrated HDR Dataset for Luminance and Color Prediction Christophe Bolduc Justine Giroux Marc Hébert Claude Demers Jean-François Lalonde 3DV 27 10 0 24 Apr 2023
DPF: Learning Dense Prediction Fields with Weak Supervision Xiaoxue Chen Yuhang Zheng Yupeng Zheng Qiang-feng Zhou Hao Zhao Guyue Zhou Ya-Qin Zhang 34 2 0 29 Mar 2023
MAIR: Multi-view Attention Inverse Rendering with 3D Spatially-Varying Lighting Estimation Jun-Hyuk Choi Seok-Kun Lee Haesol Park Seung‐Won Jung Ig-Jae Kim Junghyun Cho 3DV 34 5 0 22 Mar 2023
HRDFuse: Monocular 360°Depth Estimation by Collaboratively Learning Holistic-with-Regional Depth Distributions Hao Ai Zidong Cao Yan-Pei Cao Ying Shan Lin Wang MDE 34 26 0 21 Mar 2023
Local-to-Global Panorama Inpainting for Locale-Aware Indoor Lighting Prediction Jia-Xuan Bai Zhen He Shangxue Yang Jie Guo Zhenyu Chen Yan Zhang Yanwen Guo 32 3 0 18 Mar 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 46 8 0 12 Jan 2023
Shadow Removal by High-Quality Shadow Synthesis Yunshan Zhong Lizhou You Yu-xin Zhang Mingbao Lin Luoqi Liu Rongrong Ji DiffM 46 1 0 08 Dec 2022
Framework for 2D Ad placements in LinearTV D. Bhargavi Karan Sindwani Sia Gholami DiffM VGen 33 0 0 05 Dec 2022
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
Editable Indoor Lighting Estimation Henrique Weber Mathieu Garon Jean-François Lalonde 3DV 30 10 0 08 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 29 47 0 06 Nov 2022
Neural Light Field Estimation for Street Scenes with Differentiable Virtual Object Insertion Zian Wang Wenzheng Chen David Acuna Jan Kautz Sanja Fidler 3DPC 47 37 0 19 Aug 2022
StyleLight: HDR Panorama Generation for Lighting Estimation and Editing Guangcong Wang Yinuo Yang Chen Change Loy Ziwei Liu 3DV 21 44 0 29 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 43 45 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 35 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 31 58 0 19 May 2022
OutCast: Outdoor Single-image Relighting with Cast Shadows David J. Griffiths Tobias Ritschel Julien Philip 33 21 0 20 Apr 2022