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Self-calibrating Deep Photometric Stereo Networks

Self-calibrating Deep Photometric Stereo Networks

Computer Vision and Pattern Recognition (CVPR), 2019
18 March 2019
Guanying Chen
Kai Han
Boxin Shi
Y. Matsushita
Kwan-Yee K. Wong
ArXiv (abs)PDFHTML

Papers citing "Self-calibrating Deep Photometric Stereo Networks"

50 / 52 papers shown
Geometry Meets Light: Leveraging Geometric Priors for Universal Photometric Stereo under Limited Multi-Illumination Cues
Geometry Meets Light: Leveraging Geometric Priors for Universal Photometric Stereo under Limited Multi-Illumination Cues
King-Man Tam
Satoshi Ikehata
Yuta Asano
Zhaoyi An
Rei Kawakami
143
0
0
17 Nov 2025
Neural Multi-View Self-Calibrated Photometric Stereo without Photometric Stereo Cues
Neural Multi-View Self-Calibrated Photometric Stereo without Photometric Stereo Cues
Xu Cao
Takafumi Taketomi
3DV
263
0
0
30 Jul 2025
PS-GS: Gaussian Splatting for Multi-View Photometric Stereo
PS-GS: Gaussian Splatting for Multi-View Photometric Stereo
Yixiao Chen
Bin Liang
Hanzhi Guo
Yongqing Cheng
Jiayi Zhao
Dongdong Weng
3DGS3DV
248
1
0
24 Jul 2025
Light of Normals: Unified Feature Representation for Universal Photometric Stereo
Light of Normals: Unified Feature Representation for Universal Photometric Stereo
Hong Li
Houyuan Chen
Chongjie Ye
Zhaoxi Chen
Bohan Li
...
Baochang Zhang
Satoshi Ikehata
Boxin Shi
Anyi Rao
Hao Zhao
373
6
0
23 Jun 2025
Multi-view Surface Reconstruction Using Normal and Reflectance Cues
Multi-view Surface Reconstruction Using Normal and Reflectance Cues
Robin Bruneau
Baptiste Brument
Yvain Quéau
J. Mélou
F. Lauze
Jean-Denis Durou
Lilian Calvet
3DV
633
4
0
04 Jun 2025
PS-EIP: Robust Photometric Stereo Based on Event Interval Profile
PS-EIP: Robust Photometric Stereo Based on Event Interval ProfileComputer Vision and Pattern Recognition (CVPR), 2025
Kazuma Kitazawa
Takahito Aoto
Satoshi Ikehata
Tsuyoshi Takatani
307
0
0
24 Mar 2025
LUCES-MV: A Multi-View Dataset for Near-Field Point Light Source
  Photometric Stereo
LUCES-MV: A Multi-View Dataset for Near-Field Point Light Source Photometric Stereo
Fotios Logothetis
Ignas Budvytis
Stephan Liwicki
Roberto Cipolla
3DV
316
3
0
21 Dec 2024
Incorporating dense metric depth into neural 3D representations for view
  synthesis and relighting
Incorporating dense metric depth into neural 3D representations for view synthesis and relightingInternational Conference on 3D Vision (3DV), 2024
A. N. Chaudhury
Igor Vasiljevic
Sergey Zakharov
Vitor Campagnolo Guizilini
Rares Andrei Ambrus
Srinivasa Narasimhan
C. Atkeson
3DH3DV
411
0
0
04 Sep 2024
MeshFormer: High-Quality Mesh Generation with 3D-Guided Reconstruction
  Model
MeshFormer: High-Quality Mesh Generation with 3D-Guided Reconstruction ModelNeural Information Processing Systems (NeurIPS), 2024
Minghua Liu
Chong Zeng
Xinyue Wei
Ruoxi Shi
Linghao Chen
...
Zhaoning Wang
Xiaoshuai Zhang
Isabella Liu
Hongzhi Wu
Hao Su
431
62
0
19 Aug 2024
NPLMV-PS: Neural Point-Light Multi-View Photometric Stereo
NPLMV-PS: Neural Point-Light Multi-View Photometric Stereo
Fotios Logothetis
Ignas Budvytis
Roberto Cipolla
3DV
342
3
0
20 May 2024
Sparse Views, Near Light: A Practical Paradigm for Uncalibrated
  Point-light Photometric Stereo
Sparse Views, Near Light: A Practical Paradigm for Uncalibrated Point-light Photometric Stereo
Mohammed Brahimi
Bjoern Haefner
Zhenzhang Ye
Bastian Goldluecke
Daniel Cremers
294
6
0
29 Mar 2024
SuperNormal: Neural Surface Reconstruction via Multi-View Normal
  Integration
SuperNormal: Neural Surface Reconstruction via Multi-View Normal IntegrationComputer Vision and Pattern Recognition (CVPR), 2023
Xu Cao
Takafumi Taketomi
3DH3DGS
197
25
0
08 Dec 2023
A Neural Height-Map Approach for the Binocular Photometric Stereo
  Problem
A Neural Height-Map Approach for the Binocular Photometric Stereo ProblemIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Fotios Logothetis
Ignas Budvytis
Roberto Cipolla
3DV
260
4
0
10 Nov 2023
MVPSNet: Fast Generalizable Multi-view Photometric Stereo
MVPSNet: Fast Generalizable Multi-view Photometric StereoIEEE International Conference on Computer Vision (ICCV), 2023
Dongxu Zhao
Daniel Lichy
Pierre-Nicolas Perrin
Jan-Michael Frahm
Soumyadip Sengupta
3DV
285
22
0
18 May 2023
Multi-View Azimuth Stereo via Tangent Space Consistency
Multi-View Azimuth Stereo via Tangent Space ConsistencyComputer Vision and Pattern Recognition (CVPR), 2023
Xu Cao
Hiroaki Santo
Fumio Okura
Y. Matsushita
3DV
233
16
0
29 Mar 2023
Scalable, Detailed and Mask-Free Universal Photometric Stereo
Scalable, Detailed and Mask-Free Universal Photometric StereoComputer Vision and Pattern Recognition (CVPR), 2023
Satoshi Ikehata
348
60
0
28 Mar 2023
DANI-Net: Uncalibrated Photometric Stereo by Differentiable Shadow
  Handling, Anisotropic Reflectance Modeling, and Neural Inverse Rendering
DANI-Net: Uncalibrated Photometric Stereo by Differentiable Shadow Handling, Anisotropic Reflectance Modeling, and Neural Inverse RenderingComputer Vision and Pattern Recognition (CVPR), 2023
Zong-Han Li
Qian Zheng
Boxin Shi
Gang Pan
Xudong Jiang
330
17
0
27 Mar 2023
Deep Learning Methods for Calibrated Photometric Stereo and Beyond
Deep Learning Methods for Calibrated Photometric Stereo and BeyondIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Yakun Ju
K. Lam
Wuyuan Xie
Huiyu Zhou
Junyu Dong
Boxin Shi
261
60
0
16 Dec 2022
NeuralMPS: Non-Lambertian Multispectral Photometric Stereo via Spectral
  Reflectance Decomposition
NeuralMPS: Non-Lambertian Multispectral Photometric Stereo via Spectral Reflectance Decomposition
Jipeng Lv
Heng Guo
Guanying Chen
Jinxiu Liang
Boxin Shi
157
0
0
28 Nov 2022
MS-PS: A Multi-Scale Network for Photometric Stereo With a New
  Comprehensive Training Dataset
MS-PS: A Multi-Scale Network for Photometric Stereo With a New Comprehensive Training Dataset
Clément Hardy
Yvain Quéau
David Tschumperlé
3DV
278
5
0
25 Nov 2022
ShadowNeuS: Neural SDF Reconstruction by Shadow Ray Supervision
ShadowNeuS: Neural SDF Reconstruction by Shadow Ray SupervisionComputer Vision and Pattern Recognition (CVPR), 2022
Jingwang Ling
Peng Kuang
F. Xu
309
27
0
25 Nov 2022
PS-Transformer: Learning Sparse Photometric Stereo Network using
  Self-Attention Mechanism
PS-Transformer: Learning Sparse Photometric Stereo Network using Self-Attention MechanismBritish Machine Vision Conference (BMVC), 2022
Satoshi Ikehata
ViT3DPC
184
36
0
21 Nov 2022
S$^3$-NeRF: Neural Reflectance Field from Shading and Shadow under a
  Single Viewpoint
S3^33-NeRF: Neural Reflectance Field from Shading and Shadow under a Single ViewpointNeural Information Processing Systems (NeurIPS), 2022
Wenqi Yang
Guanying Chen
Chaofeng Chen
Zhenfang Chen
Kwan-Yee K. Wong
224
47
0
17 Oct 2022
Multi-View Photometric Stereo Revisited
Multi-View Photometric Stereo RevisitedIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Berk Kaya
Suryansh Kumar
C. Oliveira
V. Ferrari
Luc Van Gool
3DV
227
24
0
14 Oct 2022
A CNN Based Approach for the Point-Light Photometric Stereo Problem
A CNN Based Approach for the Point-Light Photometric Stereo ProblemInternational Journal of Computer Vision (IJCV), 2022
Fotios Logothetis
R. Mecca
Ignas Budvytis
R. Cipolla
3DPC3DV
264
22
0
10 Oct 2022
NeIF: Representing General Reflectance as Neural Intrinsics Fields for
  Uncalibrated Photometric Stereo
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
148
0
0
18 Aug 2022
Deep Uncalibrated Photometric Stereo via Inter-Intra Image Feature
  Fusion
Deep Uncalibrated Photometric Stereo via Inter-Intra Image Feature FusionSocial Science Research Network (SSRN), 2022
Fangzhou Gao
Ming Wang
Li Zhang
Li Wang
Jiawan Zhang
195
0
0
06 Aug 2022
PS-NeRF: Neural Inverse Rendering for Multi-view Photometric Stereo
PS-NeRF: Neural Inverse Rendering for Multi-view Photometric StereoEuropean Conference on Computer Vision (ECCV), 2022
Wenqi Yang
Guanying Chen
Chaofeng Chen
Zhenfang Chen
Kwan-Yee K. Wong
3DV
224
102
0
23 Jul 2022
Self-calibrating Photometric Stereo by Neural Inverse Rendering
Self-calibrating Photometric Stereo by Neural Inverse RenderingEuropean Conference on Computer Vision (ECCV), 2022
Junxuan Li
Hongdong Li
3DV
204
35
0
16 Jul 2022
DeepPS2: Revisiting Photometric Stereo Using Two Differently Illuminated
  Images
DeepPS2: Revisiting Photometric Stereo Using Two Differently Illuminated ImagesEuropean Conference on Computer Vision (ECCV), 2022
Ashish Tiwari
Shanmuganathan Raman
267
15
0
05 Jul 2022
Universal Photometric Stereo Network using Global Lighting Contexts
Universal Photometric Stereo Network using Global Lighting ContextsComputer Vision and Pattern Recognition (CVPR), 2022
Satoshi Ikehata
3DV
198
32
0
06 Jun 2022
Fast Light-Weight Near-Field Photometric Stereo
Fast Light-Weight Near-Field Photometric StereoComputer Vision and Pattern Recognition (CVPR), 2022
Daniel Lichy
Soumyadip Sengupta
David Jacobs
3DV
297
22
0
30 Mar 2022
DeepShadow: Neural Shape from Shadow
DeepShadow: Neural Shape from ShadowEuropean Conference on Computer Vision (ECCV), 2022
A. Karnieli
Ohad Fried
Y. Hel-Or
411
12
0
28 Mar 2022
Uncertainty-Aware Deep Multi-View Photometric Stereo
Uncertainty-Aware Deep Multi-View Photometric StereoComputer Vision and Pattern Recognition (CVPR), 2022
Berk Kaya
Suryansh Kumar
C. Oliveira
V. Ferrari
Luc Van Gool
3DV
288
39
0
26 Feb 2022
Shape from Polarization for Complex Scenes in the Wild
Shape from Polarization for Complex Scenes in the WildComputer Vision and Pattern Recognition (CVPR), 2021
Chenyang Lei
Zhiheng Liu
Jiaxin Xie
Na Fan
V. Koltun
Qifeng Chen
527
88
0
21 Dec 2021
Neural Architecture Search for Efficient Uncalibrated Deep Photometric
  Stereo
Neural Architecture Search for Efficient Uncalibrated Deep Photometric StereoIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
Francesco Sarno
Suryansh Kumar
Berk Kaya
Zhiwu Huang
V. Ferrari
Luc Van Gool
277
10
0
11 Oct 2021
Neural Radiance Fields Approach to Deep Multi-View Photometric Stereo
Neural Radiance Fields Approach to Deep Multi-View Photometric StereoIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
Berk Kaya
Suryansh Kumar
Francesco Sarno
V. Ferrari
Luc Van Gool
3DV
236
39
0
11 Oct 2021
Incorporating Lambertian Priors into Surface Normals Measurement
Incorporating Lambertian Priors into Surface Normals MeasurementIEEE Transactions on Instrumentation and Measurement (IEEE Trans. Instrum. Meas.), 2021
Yakun Ju
Muwei Jian
Shaoxiang Guo
YingYu Wang
Huiyu Zhou
Junyu Dong
149
36
0
15 Jul 2021
Shape and Material Capture at Home
Shape and Material Capture at HomeComputer Vision and Pattern Recognition (CVPR), 2021
Daniel Lichy
Jiaye Wu
Soumyadip Sengupta
David Jacobs
3DV
316
47
0
13 Apr 2021
Robust Reflection Removal with Reflection-free Flash-only Cues
Robust Reflection Removal with Reflection-free Flash-only CuesComputer Vision and Pattern Recognition (CVPR), 2021
Chenyang Lei
Qifeng Chen
362
56
0
07 Mar 2021
Learning Inter- and Intraframe Representations for Non-Lambertian
  Photometric Stereo
Learning Inter- and Intraframe Representations for Non-Lambertian Photometric StereoOptics and lasers in engineering (Opt. Lasers Eng.), 2020
Yanlong Cao
Binjie Ding
Zewei He
Jiangxin Yang
Jingxi Chen
Yanpeng Cao
Xin Li
297
17
0
26 Dec 2020
Uncalibrated Neural Inverse Rendering for Photometric Stereo of General
  Surfaces
Uncalibrated Neural Inverse Rendering for Photometric Stereo of General SurfacesComputer Vision and Pattern Recognition (CVPR), 2020
Berk Kaya
Suryansh Kumar
C. Oliveira
V. Ferrari
Luc Van Gool
624
58
0
12 Dec 2020
Deep SVBRDF Estimation on Real Materials
Deep SVBRDF Estimation on Real MaterialsInternational Conference on 3D Vision (3DV), 2020
L. Asselin
D. Laurendeau
Jean-François Lalonde
279
34
0
08 Oct 2020
A CNN Based Approach for the Near-Field Photometric Stereo Problem
A CNN Based Approach for the Near-Field Photometric Stereo ProblemBritish Machine Vision Conference (BMVC), 2020
Fotios Logothetis
Ignas Budvytis
R. Mecca
R. Cipolla
3DV
226
22
0
12 Sep 2020
PX-NET: Simple and Efficient Pixel-Wise Training of Photometric Stereo
  Networks
PX-NET: Simple and Efficient Pixel-Wise Training of Photometric Stereo NetworksIEEE International Conference on Computer Vision (ICCV), 2020
Fotios Logothetis
Ignas Budvytis
R. Mecca
R. Cipolla
3DV3DPC
382
59
0
11 Aug 2020
Deep Photometric Stereo for Non-Lambertian Surfaces
Deep Photometric Stereo for Non-Lambertian SurfacesIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Guanying Chen
Kai Han
Boxin Shi
Y. Matsushita
Kwan-Yee K. Wong
256
84
0
26 Jul 2020
Deep 3D Capture: Geometry and Reflectance from Sparse Multi-View Images
Deep 3D Capture: Geometry and Reflectance from Sparse Multi-View ImagesComputer Vision and Pattern Recognition (CVPR), 2020
Sai Bi
Zexiang Xu
Kalyan Sunkavalli
D. Kriegman
R. Ramamoorthi
3DV
321
105
0
27 Mar 2020
Lightweight Photometric Stereo for Facial Details Recovery
Lightweight Photometric Stereo for Facial Details RecoveryComputer Vision and Pattern Recognition (CVPR), 2020
Xueying Wang
Yudong Guo
Bailin Deng
Juyong Zhang
3DHCVBM
173
26
0
27 Mar 2020
DeProCams: Simultaneous Relighting, Compensation and Shape
  Reconstruction for Projector-Camera Systems
DeProCams: Simultaneous Relighting, Compensation and Shape Reconstruction for Projector-Camera Systems
Bingyao Huang
Haibin Ling
331
2
0
06 Mar 2020
On the well-posedness of uncalibrated photometric stereo under general
  lighting
On the well-posedness of uncalibrated photometric stereo under general lighting
Mohammed Brahimi
Yvain Quéau
Bjoern Haefner
Zorah Lähner
253
8
0
17 Nov 2019
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