Deep Parametric Indoor Lighting Estimation

IEEE International Conference on Computer Vision (ICCV), 2019

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"

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ComGS: Efficient 3D Object-Scene Composition via Surface Octahedral Probes Jian Gao Mengqi Yuan Yifei Zeng Chang Zeng Z. Li ... Weichao Qiu Xiao-Xiao Long Hao Zhu Xun Cao Yao Yao 3DGS 88 0 0 09 Oct 2025
Improving the color accuracy of lighting estimation models Zitian Zhang Joshua Urban Davis Jeanne Phuong Anh Vu Jiangtao Kuang Jean-François Lalonde 72 0 0 22 Sep 2025
VQT-Light:Lightweight HDR Illumination Map Prediction with Richer Texture.pdf Kunliang Xie 3DV 48 0 0 16 Sep 2025
LuxDiT: Lighting Estimation with Video Diffusion Transformer Ruofan Liang Kai He Zan Gojcic Igor Gilitschenski Sanja Fidler Nandita Vijaykumar Zian Wang ViT VGen 91 0 0 03 Sep 2025
Spatiotemporally Consistent Indoor Lighting Estimation with Diffusion Priors Mutian Tong Rundi Wu Changxi Zheng DiffM 70 0 0 11 Aug 2025
CoDe-NeRF: Neural Rendering via Dynamic Coefficient Decomposition Wenpeng Xing Jie Chen Zaifeng Yang Tiancheng Zhao Gaolei Li C. D. Lin Wenhan Luo Meng Han 72 0 0 08 Aug 2025
Physically-based Lighting Generation for Robotic Manipulation Shutong Jin Lezhong Wang Ben Temming Florian T. Pokorny 115 0 0 02 Aug 2025
HDR Environment Map Estimation with Latent Diffusion Models Jack Hilliard Adrian Hilton Jean-Yves Guillemaut DiffM 103 0 0 28 Jul 2025
GaSLight: Gaussian Splats for Spatially-Varying Lighting in HDR Christophe Bolduc Frédéric Fortier-Chouinard Zhixin Shu Jean-François Lalonde 3DGS 411 3 0 15 Apr 2025
Channel-wise Noise Scheduled Diffusion for Inverse Rendering in Indoor ScenesComputer Vision and Pattern Recognition (CVPR), 2025 JunYong Choi M. Sagong SeokYeong Lee Seung-Won Jung Ig-Jae Kim Junghyun Cho DiffM 183 0 0 13 Mar 2025
MatSwap: Light-aware material transfers in images Ivan Lopes Valentin Deschaintre Yannick Hold-Geoffroy Raoul de Charette DiffM 423 3 0 11 Feb 2025
CleAR: Robust Context-Guided Generative Lighting Estimation for Mobile Augmented RealityProceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (IMWUT), 2024 Yiqin Zhao Mallesham Dasari Tian Guo 334 1 0 04 Nov 2024
360U-Former: HDR Illumination Estimation with Panoramic Adapted Vision Transformers Jack Hilliard A. Hilton Jean-Yves Guillemaut ViT MDE 175 1 0 17 Oct 2024
ZeroComp: Zero-shot Object Compositing from Image Intrinsics via DiffusionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Zitian Zhang Frédéric Fortier-Chouinard Mathieu Garon Anand Bhattad Jean-François Lalonde DiffM 375 10 0 10 Oct 2024
Relighting from a Single Image: Datasets and Deep Intrinsic-based ArchitectureIEEE transactions on multimedia (IEEE TMM), 2024 Yixiong Yang H. Sial Ramón Baldrich M. Vanrell 165 2 0 27 Sep 2024
Photorealistic Object Insertion with Diffusion-Guided Inverse RenderingEuropean Conference on Computer Vision (ECCV), 2024 Ruofan Liang Zan Gojcic Merlin Nimier-David David Acuna Nandita Vijaykumar Sanja Fidler Zian Wang DiffM 265 22 0 19 Aug 2024
MAIR++: Improving Multi-view Attention Inverse Rendering with Implicit Lighting RepresentationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 JunYong Choi SeokYeong Lee Haesol Park Seung-Won Jung Ig-Jae Kim Junghyun Cho 3DV 216 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 155 5 0 15 Jul 2024
Assessing Photorealism of Rendered Objects in Real-World Images: A Transparent and Reproducible User Study Sven Kluge Oliver Staadt 108 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 248 8 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 167 2 0 19 Apr 2024
LightOctree: Lightweight 3D Spatially-Coherent Indoor Lighting Estimation Xuecan Wang Shibang Xiao Xiaohui Liang 3DV 200 3 0 05 Apr 2024
Shadow Generation for Composite Image Using Diffusion modelComputer Vision and Pattern Recognition (CVPR), 2024 Qingyang Liu Junqi You Jianting Wang Xinhao Tao Bo Zhang Li Niu DiffM 222 18 0 22 Mar 2024
IRIS: Inverse Rendering of Indoor Scenes from Low Dynamic Range ImagesComputer Vision and Pattern Recognition (CVPR), 2024 Zhi-Hao Lin Jia-Bin Huang Zhengqin Li Zhao Dong Christian Richardt Tuotuo Li Michael Zollhöfer Johannes Kopf Shenlong Wang Changil Kim 3DV 296 4 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 304 31 0 20 Dec 2023
Scene-Conditional 3D Object Stylization and Composition Jinghao Zhou Tomas Jakab Juil Sock Christian Rupprecht DiffM 335 3 0 19 Dec 2023
DiffusionLight: Light Probes for Free by Painting a Chrome BallComputer Vision and Pattern Recognition (CVPR), 2023 Pakkapon Phongthawee Worameth Chinchuthakun Nontaphat Sinsunthithet Amit Raj Varun Jampani Pramook Khungurn Supasorn Suwajanakorn DiffM 411 45 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 155 23 0 11 Dec 2023
3D Copy-Paste: Physically Plausible Object Insertion for Monocular 3D DetectionNeural Information Processing Systems (NeurIPS), 2023 Yunhao Ge Hong-Xing Yu Cheng Zhao Yuliang Guo Xinyu Huang Liu Ren Laurent Itti Jiajun Wu 3DPC DiffM 158 14 0 08 Dec 2023
Diffusion Reflectance Map: Single-Image Stochastic Inverse Rendering of Illumination and Reflectance Yuto Enyo Ko Nishino 3DV 214 6 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 213 6 0 07 Dec 2023
Virtual Home Staging: Inverse Rendering and Editing an Indoor Panorama under Natural IlluminationInternational Symposium on Visual Computing (ISVC), 2023 Guanzhou Ji A. Sawyer S. Narasimhan 3DV 143 9 0 21 Nov 2023
A Real-time Method for Inserting Virtual Objects into Neural Radiance FieldsIEEE Transactions on Visualization and Computer Graphics (TVCG), 2023 Keyang Ye Hongzhi Wu Xin Tong Kun Zhou 3DH 192 6 0 09 Oct 2023
Zero Grads: Learning Local Surrogate Losses for Non-Differentiable GraphicsACM Transactions on Graphics (TOG), 2023 Michael Fischer Tobias Ritschel 226 7 0 10 Aug 2023
Foreground Object Search by Distilling Composite Image FeatureIEEE International Conference on Computer Vision (ICCV), 2023 Bo Zhang Jiacheng Sui Li Niu 216 7 0 09 Aug 2023
Real-time Light Estimation and Neural Soft Shadows for AR Indoor ScenariosJournal of WSCG (WSCG), 2023 Alexander Sommer Ulrich Schwanecke E. Schoemer 3DH 100 1 0 03 Aug 2023
PanoDiffusion: 360-degree Panorama Outpainting via DiffusionInternational Conference on Learning Representations (ICLR), 2023 Tianhao Wu Chuanxia Zheng Tat-Jen Cham DiffM 403 33 0 06 Jul 2023
Spatiotemporally Consistent HDR Indoor Lighting EstimationACM Transactions on Graphics (TOG), 2023 Zhengqin Li Li Yu Mikhail Okunev Manmohan Chandraker Zhao Dong 3DV 157 16 0 07 May 2023
EverLight: Indoor-Outdoor Editable HDR Lighting EstimationIEEE International Conference on Computer Vision (ICCV), 2023 Mohammad Reza Karimi Dastjerdi Jonathan Eisenmann Yannick Hold-Geoffroy Jean-François Lalonde 3DV 178 36 0 26 Apr 2023
Beyond the Pixel: a Photometrically Calibrated HDR Dataset for Luminance and Color PredictionIEEE International Conference on Computer Vision (ICCV), 2023 Christophe Bolduc Justine Giroux Marc Hébert Claude Demers Jean-François Lalonde 3DV 140 12 0 24 Apr 2023
DPF: Learning Dense Prediction Fields with Weak SupervisionComputer Vision and Pattern Recognition (CVPR), 2023 Xiaoxue Chen Yuhang Zheng Yupeng Zheng Qiang-feng Zhou Hao Zhao Guyue Zhou Ya Zhang 201 5 0 29 Mar 2023
MAIR: Multi-view Attention Inverse Rendering with 3D Spatially-Varying Lighting EstimationComputer Vision and Pattern Recognition (CVPR), 2023 Jun-Hyuk Choi Seok-Kun Lee Haesol Park Seung‐Won Jung Ig-Jae Kim Junghyun Cho 3DV 193 13 0 22 Mar 2023
HRDFuse: Monocular 360°Depth Estimation by Collaboratively Learning Holistic-with-Regional Depth DistributionsComputer Vision and Pattern Recognition (CVPR), 2023 Hao Ai Zidong Cao Yan-Pei Cao Ying Shan Lin Wang MDE 228 39 0 21 Mar 2023
Local-to-Global Panorama Inpainting for Locale-Aware Indoor Lighting PredictionIEEE Transactions on Visualization and Computer Graphics (TVCG), 2023 Jia-Xuan Bai Zhen He Shangxue Yang Jie Guo Zhenyu Chen Yan Zhang Yanwen Guo 166 10 0 18 Mar 2023
LitAR: Visually Coherent Lighting for Mobile Augmented RealityProceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (IMWUT), 2022 Yiqin Zhao Chongyang Ma Haibin Huang Tian Guo 115 8 0 15 Jan 2023
Accidental Light ProbesComputer Vision and Pattern Recognition (CVPR), 2023 Hong-Xing Yu Samir Agarwala Charles Herrmann Richard Szeliski Noah Snavely Jiajun Wu Deqing Sun 181 12 0 12 Jan 2023
Shadow Removal by High-Quality Shadow Synthesis Mingliang Xu Lizhou You Yuxin Zhang Mingbao Lin Luoqi Liu Rongrong Ji DiffM 141 1 0 08 Dec 2022
Framework for 2D Ad placements in LinearTV D. Bhargavi Karan Sindwani Sia Gholami DiffM VGen 228 0 0 05 Dec 2022
Multi-view Inverse Rendering for Large-scale Real-world Indoor ScenesComputer Vision and Pattern Recognition (CVPR), 2022 Zhen Li Lingli Wang Mofang Cheng Cihui Pan Jiaqi Yang 3DV 204 25 0 18 Nov 2022
Editable Indoor Lighting EstimationEuropean Conference on Computer Vision (ECCV), 2022 Henrique Weber Mathieu Garon Jean-François Lalonde 3DV 171 16 0 08 Nov 2022