Self-calibrating Deep Photometric Stereo Networks

18 March 2019

Guanying Chen

Kai Han

Boxin Shi

Y. Matsushita

Kwan-Yee Kenneth Wong

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Papers citing "Self-calibrating Deep Photometric Stereo Networks"

49 / 49 papers shown

Title
PS-EIP: Robust Photometric Stereo Based on Event Interval Profile Kazuma Kitazawa Takahito Aoto Satoshi Ikehata Tsuyoshi Takatani 37 0 0 24 Mar 2025
LUCES-MV: A Multi-View Dataset for Near-Field Point Light Source Photometric Stereo Fotios Logothetis Ignas Budvytis Stephan Liwicki Roberto Cipolla 3DV 78 1 0 21 Dec 2024
Incorporating dense metric depth into neural 3D representations for view synthesis and relighting A. N. Chaudhury Igor Vasiljevic Sergey Zakharov Vitor Campagnolo Guizilini Rares Ambrus Srinivasa Narasimhan C. Atkeson 3DH 3DV 29 0 0 04 Sep 2024
MeshFormer: High-Quality Mesh Generation with 3D-Guided Reconstruction Model Minghua Liu Chong Zeng Xinyue Wei Ruoxi Shi Linghao Chen ... Zhaoning Wang Xiaoshuai Zhang Isabella Liu Hongzhi Wu Hao Su 67 23 0 19 Aug 2024
NPLMV-PS: Neural Point-Light Multi-View Photometric Stereo Fotios Logothetis Ignas Budvytis Roberto Cipolla 3DV 21 1 0 20 May 2024
Sparse Views, Near Light: A Practical Paradigm for Uncalibrated Point-light Photometric Stereo Mohammed Brahimi Bjoern Haefner Zhenzhang Ye Bastian Goldluecke Daniel Cremers 33 3 0 29 Mar 2024
SuperNormal: Neural Surface Reconstruction via Multi-View Normal Integration Xu Cao Takafumi Taketomi 3DH 3DGS 17 6 0 08 Dec 2023
A Neural Height-Map Approach for the Binocular Photometric Stereo Problem Fotios Logothetis Ignas Budvytis Roberto Cipolla 3DV 13 3 0 10 Nov 2023
MVPSNet: Fast Generalizable Multi-view Photometric Stereo Dongxu Zhao Daniel Lichy Pierre-Nicolas Perrin Jan-Michael Frahm Soumyadip Sengupta 3DV 13 15 0 18 May 2023
Multi-View Azimuth Stereo via Tangent Space Consistency Xu Cao Hiroaki Santo Fumio Okura Y. Matsushita 3DV 11 8 0 29 Mar 2023
Scalable, Detailed and Mask-Free Universal Photometric Stereo Satoshi Ikehata 15 31 0 28 Mar 2023
DANI-Net: Uncalibrated Photometric Stereo by Differentiable Shadow Handling, Anisotropic Reflectance Modeling, and Neural Inverse Rendering Zong-Han Li Qian Zheng Boxin Shi Gang Pan Xudong Jiang 14 10 0 27 Mar 2023
Deep Learning Methods for Calibrated Photometric Stereo and Beyond Yakun Ju K. Lam Wuyuan Xie Huiyu Zhou Junyu Dong Boxin Shi 11 34 0 16 Dec 2022
NeuralMPS: Non-Lambertian Multispectral Photometric Stereo via Spectral Reflectance Decomposition Jipeng Lv Heng Guo Guanying Chen Jinxiu Liang Boxin Shi 27 0 0 28 Nov 2022
MS-PS: A Multi-Scale Network for Photometric Stereo With a New Comprehensive Training Dataset Clément Hardy Yvain Quéau David Tschumperlé 3DV 16 5 0 25 Nov 2022
ShadowNeuS: Neural SDF Reconstruction by Shadow Ray Supervision Jingwang Ling Zhibo Wang F. Xu 13 18 0 25 Nov 2022
PS-Transformer: Learning Sparse Photometric Stereo Network using Self-Attention Mechanism Satoshi Ikehata ViT 3DPC 26 26 0 21 Nov 2022
S $^3$ -NeRF: Neural Reflectance Field from Shading and Shadow under a Single Viewpoint Wenqi Yang Guanying Chen Chaofeng Chen Zhenfang Chen Kwan-Yee Kenneth Wong 19 38 0 17 Oct 2022
Multi-View Photometric Stereo Revisited Berk Kaya Suryansh Kumar C. Oliveira V. Ferrari Luc Van Gool 3DV 16 17 0 14 Oct 2022
A CNN Based Approach for the Point-Light Photometric Stereo Problem Fotios Logothetis R. Mecca Ignas Budvytis R. Cipolla 3DPC 3DV 32 20 0 10 Oct 2022
NeIF: Representing General Reflectance as Neural Intrinsics Fields for Uncalibrated Photometric Stereo Zong-Han Li Qian Zheng Fei-Zhang Wang Boxin Shi Gang Pan Xudong Jiang 14 0 0 18 Aug 2022
Deep Uncalibrated Photometric Stereo via Inter-Intra Image Feature Fusion Fangzhou Gao M. Wang L. Zhang Li Wang Jiawan Zhang 6 0 0 06 Aug 2022
PS-NeRF: Neural Inverse Rendering for Multi-view Photometric Stereo Wenqi Yang Guanying Chen Chaofeng Chen Zhenfang Chen Kwan-Yee Kenneth Wong 3DV 14 80 0 23 Jul 2022
Self-calibrating Photometric Stereo by Neural Inverse Rendering Junxuan Li Hongdong Li 3DV 20 27 0 16 Jul 2022
DeepPS2: Revisiting Photometric Stereo Using Two Differently Illuminated Images Ashish Tiwari S. Raman 16 10 0 05 Jul 2022
Universal Photometric Stereo Network using Global Lighting Contexts Satoshi Ikehata 3DV 11 21 0 06 Jun 2022
Fast Light-Weight Near-Field Photometric Stereo Daniel Lichy Soumyadip Sengupta David Jacobs 3DV 22 16 0 30 Mar 2022
DeepShadow: Neural Shape from Shadow A. Karnieli Ohad Fried Y. Hel-Or 11 8 0 28 Mar 2022
Uncertainty-Aware Deep Multi-View Photometric Stereo Berk Kaya Suryansh Kumar C. Oliveira V. Ferrari Luc Van Gool 3DV 16 30 0 26 Feb 2022
Shape from Polarization for Complex Scenes in the Wild Chenyang Lei Chenyang Qi Jiaxin Xie Na Fan V. Koltun Qifeng Chen 16 59 0 21 Dec 2021
Neural Architecture Search for Efficient Uncalibrated Deep Photometric Stereo Francesco Sarno Suryansh Kumar Berk Kaya Zhiwu Huang V. Ferrari Luc Van Gool 21 8 0 11 Oct 2021
Neural Radiance Fields Approach to Deep Multi-View Photometric Stereo Berk Kaya Suryansh Kumar Francesco Sarno V. Ferrari Luc Van Gool 3DV 16 32 0 11 Oct 2021
Incorporating Lambertian Priors into Surface Normals Measurement Yakun Ju Muwei Jian Shaoxiang Guo YingYu Wang Huiyu Zhou Junyu Dong 20 30 0 15 Jul 2021
Shape and Material Capture at Home Daniel Lichy Jiaye Wu Soumyadip Sengupta David Jacobs 3DV 22 40 0 13 Apr 2021
Robust Reflection Removal with Reflection-free Flash-only Cues Chenyang Lei Qifeng Chen 16 43 0 07 Mar 2021
Learning Inter- and Intraframe Representations for Non-Lambertian Photometric Stereo Yanlong Cao Binjie Ding Zewei He Jiangxin Yang Jingxi Chen Yanpeng Cao Xin Li 6 13 0 26 Dec 2020
Uncalibrated Neural Inverse Rendering for Photometric Stereo of General Surfaces Berk Kaya Suryansh Kumar C. Oliveira V. Ferrari Luc Van Gool 14 49 0 12 Dec 2020
Deep SVBRDF Estimation on Real Materials L. Asselin D. Laurendeau Jean-François Lalonde 18 25 0 08 Oct 2020
A CNN Based Approach for the Near-Field Photometric Stereo Problem Fotios Logothetis Ignas Budvytis R. Mecca R. Cipolla 3DV 16 22 0 12 Sep 2020
PX-NET: Simple and Efficient Pixel-Wise Training of Photometric Stereo Networks Fotios Logothetis Ignas Budvytis R. Mecca R. Cipolla 3DV 3DPC 19 51 0 11 Aug 2020
Deep Photometric Stereo for Non-Lambertian Surfaces Guanying Chen Kai Han Boxin Shi Y. Matsushita Kwan-Yee Kenneth Wong 17 73 0 26 Jul 2020
Deep 3D Capture: Geometry and Reflectance from Sparse Multi-View Images Sai Bi Zexiang Xu Kalyan Sunkavalli D. Kriegman R. Ramamoorthi 3DV 12 90 0 27 Mar 2020
Lightweight Photometric Stereo for Facial Details Recovery Xueying Wang Yudong Guo Bailin Deng Juyong Zhang 3DH CVBM 11 24 0 27 Mar 2020
DeProCams: Simultaneous Relighting, Compensation and Shape Reconstruction for Projector-Camera Systems Bingyao Huang Haibin Ling 18 2 0 06 Mar 2020
On the well-posedness of uncalibrated photometric stereo under general lighting Mohammed Brahimi Yvain Quéau Bjoern Haefner Daniel Cremers 22 8 0 17 Nov 2019
SPLINE-Net: Sparse Photometric Stereo through Lighting Interpolation and Normal Estimation Networks Qian Zheng Yiming Jia Boxin Shi Xudong Jiang Ling-yu Duan Alex C. Kot 8 75 0 10 May 2019
Photometric Depth Super-Resolution Bjoern Haefner Songyou Peng Alok Verma Yvain Quéau Daniel Cremers SupR MDE 14 27 0 26 Sep 2018
PS-FCN: A Flexible Learning Framework for Photometric Stereo Guanying Chen Kai Han Kwan-Yee Kenneth Wong 46 134 0 23 Jul 2018
Learning to Estimate Indoor Lighting from 3D Objects Henrique Weber D. Prévost Jean-François Lalonde 3DV 33 57 0 11 Jun 2018