Improved methods of estimating shape from shading using the light source coordinate system
Artificial Intelligence
Artificial Intelligence
The variational approach to shape from shading
Computer Vision, Graphics, and Image Processing
Using synthetic images to register real images with surface models
Communications of the ACM
Recovering Three-Dimensional Shape from a Single Image of Curved Objects
IEEE Transactions on Pattern Analysis and Machine Intelligence
Direct Analytical Methods for Solving Poisson Equations in Computer Vision Problems
IEEE Transactions on Pattern Analysis and Machine Intelligence
Nonlinear Multiresolution: A Shape-From-Shading Example
IEEE Transactions on Pattern Analysis and Machine Intelligence
3-D Shape from a Shaded and Textural Surface Image
IEEE Transactions on Pattern Analysis and Machine Intelligence
Estimation of Illuminant Direction, Albedo, and Shape from Shading
IEEE Transactions on Pattern Analysis and Machine Intelligence
Parametric Shape-from-Shading by Radial Basis Functions
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Reflectance and Shape from Images Using a Collinear Light Source
International Journal of Computer Vision
From Few to Many: Illumination Cone Models for Face Recognition under Variable Lighting and Pose
IEEE Transactions on Pattern Analysis and Machine Intelligence
Numerical Shape-From-Shading for Discontinuous Photographic Images
International Journal of Computer Vision
Symmetric Shape-from-Shading Using Self-ratio Image
International Journal of Computer Vision
Gradient domain high dynamic range compression
Proceedings of the 29th annual conference on Computer graphics and interactive techniques
Helmholtz Stereopsis: Exploiting Reciprocity for Surface Reconstruction
International Journal of Computer Vision
Nonlinearities and Noise Reduction in 3-Source Photometric Stereo
Journal of Mathematical Imaging and Vision
Shape from Shading with a Linear Triangular Element Surface Model
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Darboux smoothing for shape-from-shading
Pattern Recognition Letters
Helmholtz Stereopsis: Exploiting Reciprocity for Surface Reconstruction
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
Proceedings of the 10th International Workshop on Theoretical Foundations of Computer Vision: Multi-Image Analysis
A Comparison of Feature Measurements for Kinetic Studies on Human Bodies
RobVis '01 Proceedings of the International Workshop on Robot Vision
A Wavelet-Based Algorithm for Height from Gradients
RobVis '01 Proceedings of the International Workshop on Robot Vision
The 2-D Leap-Frog: Integrability, Noise, and Digitization
Digital and Image Geometry, Advanced Lectures [based on a winter school held at Dagstuhl Castle, Germany in December 2000]
Shape from Single Stripe Pattern Illumination
Proceedings of the 24th DAGM Symposium on Pattern Recognition
Proceedings of the 23rd DAGM-Symposium on Pattern Recognition
The 2-D leap-frog: integrability, noise, and digitization
Digital and image geometry
Incorporating Illumination Constraints in Deformable Models
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
On 3-D Surface Reconstruction Using Shape from Shadows
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Recovering 3-D shape and reflectance from a small number of photographs
EGRW '03 Proceedings of the 14th Eurographics workshop on Rendering
Rank Constrained Recognition under Unknown Illuminations
AMFG '03 Proceedings of the IEEE International Workshop on Analysis and Modeling of Faces and Gestures
A Multiresolution Approach for Shape from Shading Coupling Deterministic and Stochastic Optimization
IEEE Transactions on Pattern Analysis and Machine Intelligence
Reconstructing discontinuous surfaces from a given gradient field using partial integrability
Computer Vision and Image Understanding
Noise Reduction in Surface Reconstruction from a Given Gradient Field
International Journal of Computer Vision
ACM SIGGRAPH 2004 Papers
On the Removal of Shadows from Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Acquiring height data from a single image of a face using local shape indicators
Computer Vision and Image Understanding
Recovering Facial Shape Using a Statistical Model of Surface Normal Direction
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
ShapePalettes: interactive normal transfer via sketching
ACM SIGGRAPH 2007 papers
Shape Estimation Using Polarization and Shading from Two Views
IEEE Transactions on Pattern Analysis and Machine Intelligence
Facial Shape-from-shading and Recognition Using Principal Geodesic Analysis and Robust Statistics
International Journal of Computer Vision
Numerical methods for shape-from-shading: A new survey with benchmarks
Computer Vision and Image Understanding
Mesostructure from specularity using gradient illumination
PROCAMS '08 Proceedings of the 5th ACM/IEEE International Workshop on Projector camera systems
A new system to acquire and restore document shape and content
PROCAMS '08 Proceedings of the 5th ACM/IEEE International Workshop on Projector camera systems
Shape from shading using graph cuts
Pattern Recognition
Interactive normal reconstruction from a single image
ACM SIGGRAPH Asia 2008 papers
Spectral Modes of Facial Needle-Maps
IbPRIA '07 Proceedings of the 3rd Iberian conference on Pattern Recognition and Image Analysis, Part I
Catadioptric Camera Calibration by Polarization Imaging
IbPRIA '07 Proceedings of the 3rd Iberian conference on Pattern Recognition and Image Analysis, Part II
Noise Analysis of a SFS Algorithm Formulated under Various Imaging Conditions
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing
Shape from Texture Via Fourier Analysis
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing
Shape from Shading Using Probability Functions and Belief Propagation
International Journal of Computer Vision
Facial Geometry Estimation Using Photometric Stereo and Profile Views
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Recovering Shape by Shading and Stereo Under Lambertian Shading Model
International Journal of Computer Vision
Facial Reconstruction and Alignment Using Photometric Stereo and Surface Fitting
IbPRIA '09 Proceedings of the 4th Iberian Conference on Pattern Recognition and Image Analysis
Facial Feature Extraction and Change Analysis Using Photometric Stereo
IbPRIA '09 Proceedings of the 4th Iberian Conference on Pattern Recognition and Image Analysis
Image-Based Lunar Surface Reconstruction
Proceedings of the 31st DAGM Symposium on Pattern Recognition
Integrating the Normal Field of a Surface in the Presence of Discontinuities
EMMCVPR '09 Proceedings of the 7th International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
Photometric and geometric restoration of document images using inpainting and shape-from-shading
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
ACM SIGGRAPH 2009 Courses
A Multi-Image Shape-from-Shading Framework for Near-Lighting Perspective Endoscopes
International Journal of Computer Vision
Estimating Facial Reflectance Properties Using Shape-from-Shading
International Journal of Computer Vision
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part I
Reconstruction of Lambertian surfaces by discrete equal height contours and regions propagation
Image and Vision Computing
A new technique for the digitization and restoration of deteriorated photographic negatives
Journal on Image and Video Processing - Special issue on image and video processing for cultural heritage
A graph-spectral method for surface height recovery
Pattern Recognition
Re-illuminating single images using Albedo estimation
Pattern Recognition
Surface radiance correction for shape from shading
Pattern Recognition
Denoising images: non-linear leap-frog for shape and light-source recovery
Proceedings of the 11th international conference on Theoretical foundations of computer vision
Direct shape-from-shading with adaptive higher order regularisation
SSVM'07 Proceedings of the 1st international conference on Scale space and variational methods in computer vision
Face recognition with irregular region spin images
SCIA'07 Proceedings of the 15th Scandinavian conference on Image analysis
Facial shape-from-shading using principal geodesic analysis and robust statistics
Proceedings of the 12th IMA international conference on Mathematics of surfaces XII
Statistical methods for surface integration
Proceedings of the 12th IMA international conference on Mathematics of surfaces XII
Occlusion removal in video microscopy
CAIP'07 Proceedings of the 12th international conference on Computer analysis of images and patterns
Face shape recovery and recognition using a surface gradient based statistical model
CAIP'07 Proceedings of the 12th international conference on Computer analysis of images and patterns
Surface reconstruction using polarization and photometric stereo
CAIP'07 Proceedings of the 12th international conference on Computer analysis of images and patterns
A new framework for grayscale and colour non-lambertian shape-from-shading
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
Example-based face shape recovery using the zenith angle of the surface normal
MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
3D shape recovery by the use of single image plus simple pattern illumination
ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part I
Nonlinear non-negative component analysis algorithms
IEEE Transactions on Image Processing
Nonstructured light-based sensing for 3D reconstruction
Pattern Recognition
Photometric stereo with an arbitrary number of illuminants
Computer Vision and Image Understanding
3D face reconstructions from photometric stereo using near infrared and visible light
Computer Vision and Image Understanding
The method of vector fields for catadioptric sensor design with applications to panoramic imaging
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
DECHO—a framework for the digital exploration of cultural heritage objects
Journal on Computing and Cultural Heritage (JOCCH)
3D reconstruction and face recognition using kernel-based ICA and neural networks
Expert Systems with Applications: An International Journal
Synthetic shape reconstruction combined with the FT-based method in photometric stereo
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part I
Toward a stratification of helmholtz stereopsis
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Computer Vision and Image Understanding
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part I
Asymmetric facial shape based on symmetry assumption
CCBR'11 Proceedings of the 6th Chinese conference on Biometric recognition
Approximating 3D facial shape from photographs using coupled statistical models
CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
Face recognition with region division and spin images
CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
Diffusion of geometric affinity for surface integration
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
A coupled statistical model for face shape recovery
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Coupled statistical face reconstruction
CAIP'05 Proceedings of the 11th international conference on Computer Analysis of Images and Patterns
Recovery of surface height using polarization from two views
CAIP'05 Proceedings of the 11th international conference on Computer Analysis of Images and Patterns
What is the range of surface reconstructions from a gradient field?
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part I
Estimation of facial angular information using a complex-number-based statistical model
CIARP'05 Proceedings of the 10th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis and Applications
Integrable pressure gradients via harmonics-based orthogonal projection
IPMI'05 Proceedings of the 19th international conference on Information Processing in Medical Imaging
Using cartesian models of faces with a data-driven and integrable fitting framework
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part II
Augmented Lagrangian Method for Generalized TV-Stokes Model
Journal of Scientific Computing
Resolution-enhanced photometric stereo
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III
Integrating surface normal vectors using fast marching method
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III
Face recognition using a surface normal model
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
Improved face shape recovery and re-illumination using convexity constraints
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
Fitting 3d cartesian models to faces using irradiance and integrability constraints
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
Modelling surface normal distribution using the azimuthal equidistant projection
IMA'05 Proceedings of the 11th IMA international conference on Mathematics of Surfaces
3D surface reconstruction based on one non-symmetric face image
SINOBIOMETRICS'04 Proceedings of the 5th Chinese conference on Advances in Biometric Person Authentication
Self-calibrated, Multi-spectral Photometric Stereo for 3D Face Capture
International Journal of Computer Vision
Multi-scale integration of slope data on an irregular mesh
PSIVT'11 Proceedings of the 5th Pacific Rim conference on Advances in Image and Video Technology - Volume Part I
A model-based method for face shape recovery
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part I
A robust multi-scale integration method to obtain the depth from gradient maps
Computer Vision and Image Understanding
Globally Optimal Estimation of Nonrigid Image Distortion
International Journal of Computer Vision
A Gauss-Newton Method for the Integration of Spatial Normal Fields in Shape Space
Journal of Mathematical Imaging and Vision
Extended photometric sampling for surface shape recovery
MCPR'12 Proceedings of the 4th Mexican conference on Pattern Recognition
Static and dynamic 3D facial expression recognition: A comprehensive survey
Image and Vision Computing
Bidirectional texture function simultaneous autoregressive model
MUSCLE'11 Proceedings of the 2011 international conference on Computational Intelligence for Multimedia Understanding
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VII
Seamless image cloning by a closed form solution of a modified Poisson problem
SIGGRAPH Asia 2012 Posters
Shape and Refractive Index from Single-View Spectro-Polarimetric Images
International Journal of Computer Vision
Making bas-reliefs from photographs of human faces
Computer-Aided Design
Precise estimation of painting surfaces for digital archiving
CCIW'13 Proceedings of the 4th international conference on Computational Color Imaging
Automatic photometric restoration of historical photographic negatives
Proceedings of the 2nd International Workshop on Historical Document Imaging and Processing
An optimisation approach to the recovery of reflection parameters from a single hyperspectral image
Computer Vision and Image Understanding
Robust 3D face capture using example-based photometric stereo
Computers in Industry
Real-time recovery of moving 3D faces for emerging applications
Computers in Industry
Evaluating the effect of diffuse light on photometric stereo reconstruction
Machine Vision and Applications
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An approach for enforcing integrability, a particular implementation of the approach, an example of its application to extending an existing shape-from-shading algorithm, and experimental results showing the improvement that results from enforcing integrability are presented. A possibly nonintegrable estimate of surface slopes is represented by a finite set of basis functions, and integrability is enforced by calculating the orthogonal projection onto a vector subspace spanning the set of integrable slopes. The integrability projection constraint was applied to extending an iterative shape-from-shading algorithm of M.J. Brooks and B.K.P. Horn (1985). Experimental results show that the extended algorithm converges faster and with less error than the original version. Good surface reconstructions were obtained with and without known boundary conditions and for fairly complicated surfaces.