Bidirectional reflection functions from surface bump maps
SIGGRAPH '87 Proceedings of the 14th annual conference on Computer graphics and interactive techniques
A global illumination solution for general reflectance distributions
Proceedings of the 18th annual conference on Computer graphics and interactive techniques
Determining Reflectance Properties of an Object Using Range and Brightness Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Measuring and modeling anisotropic reflection
SIGGRAPH '92 Proceedings of the 19th annual conference on Computer graphics and interactive techniques
A volumetric method for building complex models from range images
SIGGRAPH '96 Proceedings of the 23rd annual conference on Computer graphics and interactive techniques
Object shape and reflectance modeling from observation
Proceedings of the 24th annual conference on Computer graphics and interactive techniques
Recovering photometric properties of architectural scenes from photographs
Proceedings of the 25th annual conference on Computer graphics and interactive techniques
Increased photorealism for interactive architectural walkthroughs
I3D '99 Proceedings of the 1999 symposium on Interactive 3D graphics
Reflectance and texture of real-world surfaces
ACM Transactions on Graphics (TOG)
Inverse global illumination: recovering reflectance models of real scenes from photographs
Proceedings of the 26th annual conference on Computer graphics and interactive techniques
The digital Michelangelo project: 3D scanning of large statues
Proceedings of the 27th annual conference on Computer graphics and interactive techniques
Acquiring the reflectance field of a human face
Proceedings of the 27th annual conference on Computer graphics and interactive techniques
A Flexible New Technique for Camera Calibration
IEEE Transactions on Pattern Analysis and Machine Intelligence
An efficient representation for irradiance environment maps
Proceedings of the 28th annual conference on Computer graphics and interactive techniques
Estimating Reflection Parameters from a Single Color Image
IEEE Computer Graphics and Applications
Reflectance Analysis Under Solar Illumination
Reflectance Analysis Under Solar Illumination
Inverse rendering for computer graphics
Inverse rendering for computer graphics
Gradient domain high dynamic range compression
Proceedings of the 29th annual conference on Computer graphics and interactive techniques
Image-based 3D photography using opacity hulls
Proceedings of the 29th annual conference on Computer graphics and interactive techniques
Light field mapping: efficient representation and hardware rendering of surface light fields
Proceedings of the 29th annual conference on Computer graphics and interactive techniques
Frequency space environment map rendering
Proceedings of the 29th annual conference on Computer graphics and interactive techniques
A lighting reproduction approach to live-action compositing
Proceedings of the 29th annual conference on Computer graphics and interactive techniques
Fast, arbitrary BRDF shading for low-frequency lighting using spherical harmonics
EGRW '02 Proceedings of the 13th Eurographics workshop on Rendering
Placing three-dimensional models in an uncalibrated single image of an architectural scene
VRST '02 Proceedings of the ACM symposium on Virtual reality software and technology
International Journal of Computer Vision
International Journal of Computer Vision
IEEE Transactions on Pattern Analysis and Machine Intelligence
Lambertian Reflectance and Linear Subspaces
IEEE Transactions on Pattern Analysis and Machine Intelligence
Image-based reconstruction of spatial appearance and geometric detail
ACM Transactions on Graphics (TOG)
I3D '03 Proceedings of the 2003 symposium on Interactive 3D graphics
Interactive subsurface scattering for translucent meshes
I3D '03 Proceedings of the 2003 symposium on Interactive 3D graphics
IEEE Transactions on Pattern Analysis and Machine Intelligence
Face Identification by Fitting a 3D Morphable Model Using Linear Shape and Texture Error Functions
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
Estimation of Multiple Illuminants from a Single Image of Arbitrary Known Geometry
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
Recovery of Reflectances and Varying Illuminants from Multiple Views
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
Measuring bidirectional texture reflectance with a kaleidoscope
ACM SIGGRAPH 2003 Papers
Linear light source reflectometry
ACM SIGGRAPH 2003 Papers
Estimation of multiple directional light sources for synthesis of augmented reality images
Graphical Models - Special issue on Pacific graphics 2002
Recovery of material under complex illumination conditions
Proceedings of the 2nd international conference on Computer graphics and interactive techniques in Australasia and South East Asia
Real-time rendering of translucent meshes
ACM Transactions on Graphics (TOG)
ACM SIGGRAPH 2004 Papers
Modeling the Space of Camera Response Functions
IEEE Transactions on Pattern Analysis and Machine Intelligence
ACM Transactions on Graphics (TOG)
A signal-processing framework for reflection
ACM Transactions on Graphics (TOG)
Light Collages: Lighting Design for Effective Visualization
VIS '04 Proceedings of the conference on Visualization '04
A Fourier Theory for Cast Shadows
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Reflectance from Images: A Model-Based Approach for Human Faces
IEEE Transactions on Visualization and Computer Graphics
Acquiring Linear Subspaces for Face Recognition under Variable Lighting
IEEE Transactions on Pattern Analysis and Machine Intelligence
A practical analytic single scattering model for real time rendering
ACM SIGGRAPH 2005 Papers
A frequency analysis of light transport
ACM SIGGRAPH 2005 Papers
Conveying Shape and Features with Image-Based Relighting
Proceedings of the 14th IEEE Visualization 2003 (VIS'03)
IEEE Transactions on Visualization and Computer Graphics
Color perception of 3D objects: constancy with respect to variation of surface gloss
APGV '06 Proceedings of the 3rd symposium on Applied perception in graphics and visualization
Acquiring scattering properties of participating media by dilution
ACM SIGGRAPH 2006 Papers
Total Variation Models for Variable Lighting Face Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Illumination brush: interactive design of image-based lighting
ACM SIGGRAPH 2006 Research posters
A first-order analysis of lighting, shading, and shadows
ACM Transactions on Graphics (TOG)
Realistic materials in computer graphics
SIGGRAPH '05 ACM SIGGRAPH 2005 Courses
Precomputed radiance transfer: theory and practice
SIGGRAPH '05 ACM SIGGRAPH 2005 Courses
Shape and View Independent Reflectance Map from Multiple Views
International Journal of Computer Vision
Adaptive sampling of reflectance fields
ACM Transactions on Graphics (TOG)
Technical Section: User-guided inverse reflector design
Computers and Graphics
Placing Three-Dimensional Models in an Uncalibrated Single Image of an Architectural Scene
Presence: Teleoperators and Virtual Environments
Seeing People in Different Light-Joint Shape, Motion, and Reflectance Capture
IEEE Transactions on Visualization and Computer Graphics
Frequency domain normal map filtering
ACM SIGGRAPH 2007 papers
Interactive editing and modeling of bidirectional texture functions
ACM SIGGRAPH 2007 papers
Appearance Sampling of Real Objects for Variable Illumination
International Journal of Computer Vision
Mixture of Spherical Distributions for Single-View Relighting
IEEE Transactions on Pattern Analysis and Machine Intelligence
Building Illumination Coherent 3D Models of Large-Scale Outdoor Scenes
International Journal of Computer Vision
A precomputed polynomial representation for interactive BRDF editing with global illumination
ACM Transactions on Graphics (TOG)
Light field transfer: global illumination between real and synthetic objects
ACM SIGGRAPH 2008 papers
Estimation of multiple directional illuminants from a single image
Image and Vision Computing
Recovering surface reflectance and multiple light locations and intensities from image data
Pattern Recognition Letters
Retrieving multiple light sources in the presence of specular reflections and texture
Computer Vision and Image Understanding
Shape-dependent gloss correction
Proceedings of the 5th symposium on Applied perception in graphics and visualization
Projector-based illumination for 3D scene modeling
ACM SIGGRAPH 2008 classes
ACM Transactions on Graphics (TOG)
Difference sphere: An approach to near light source estimation
Computer Vision and Image Understanding
Precomputation-Based Rendering
Foundations and Trends® in Computer Graphics and Vision
Retinex Combined with Total Variation for Image Illumination Normalization
ICIAP '09 Proceedings of the 15th International Conference on Image Analysis and Processing
Principles of Appearance Acquisition and Representation
Foundations and Trends® in Computer Graphics and Vision
ACM SIGGRAPH ASIA 2009 Courses
ACM SIGGRAPH 2009 Courses
International Journal of Computer Vision
Depth from Encoded Sliding Projections
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part I
Gloss and Normal Map Acquisition of Mesostructures Using Gray Codes
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part II
A new statistical model combining shape and spherical harmonics illumination for face reconstruction
ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part I
PCM'07 Proceedings of the multimedia 8th Pacific Rim conference on Advances in multimedia information processing
Face image enhancement using 3D and spectral information
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
A dual theory of inverse and forward light transport
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
Geometry construction from caustic images
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Recovering shape and reflectance model of non-lambertian objects from multiple views
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Variable-Source Shading Analysis
International Journal of Computer Vision
I3D '11 Symposium on Interactive 3D Graphics and Games
Illumination decomposition for material recoloring with consistent interreflections
ACM SIGGRAPH 2011 papers
ACM SIGGRAPH 2011 papers
Clustering appearances of objects under varying illumination conditions
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Object recognition based on photometric alignment using ransac
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Estimating dual-scale properties of glossy surfaces from step-edge lighting
Proceedings of the 2011 SIGGRAPH Asia Conference
Looking Around the Corner using Ultrafast Transient Imaging
International Journal of Computer Vision
Exploiting image collections for recovering photometric properties
CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part II
Face image enhancement taking into account lighting behavior on a face
CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part II
Curve mapping based illumination adjustment for face detection
ACIVS'06 Proceedings of the 8th international conference on Advanced Concepts For Intelligent Vision Systems
Re-lighting and compensation for face images
CAIP'05 Proceedings of the 11th international conference on Computer Analysis of Images and Patterns
A theory of spherical harmonic identities for BRDF/Lighting transfer and image consistency
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
A practical face relighting method for directional lighting normalization
AMFG'05 Proceedings of the Second international conference on Analysis and Modelling of Faces and Gestures
Effects of image segmentation for approximating object appearance under near lighting
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part I
Perception based lighting balance for face detection
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part II
From the Rendering Equation to Stratified Light Transport Inversion
International Journal of Computer Vision
Estimating the Natural Illumination Conditions from a Single Outdoor Image
International Journal of Computer Vision
Coherent Spatiotemporal Filtering, Upsampling and Rendering of RGBZ Videos
Computer Graphics Forum
Model-based ambient occlusion for inverse rendering
ICIAR'12 Proceedings of the 9th international conference on Image Analysis and Recognition - Volume Part I
An analysis of the in-out BRDF factorization for view-dependent relighting
EGSR'08 Proceedings of the Nineteenth Eurographics conference on Rendering
Sparse lumigraph relighting by illumination and reflectance estimation from multi-view images
EGSR'06 Proceedings of the 17th Eurographics conference on Rendering Techniques
Symmetric photography: exploiting data-sparseness in reflectance fields
EGSR'06 Proceedings of the 17th Eurographics conference on Rendering Techniques
Image-driven navigation of analytical BRDF models
EGSR'06 Proceedings of the 17th Eurographics conference on Rendering Techniques
Parallelization of inverse design of luminaire reflectors
EG PGV'06 Proceedings of the 6th Eurographics conference on Parallel Graphics and Visualization
Reflectance and natural illumination from a single image
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI
Removing the example from example-based photometric stereo
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part II
Practical SVBRDF capture in the frequency domain
ACM Transactions on Graphics (TOG) - SIGGRAPH 2013 Conference Proceedings
5D Covariance tracing for efficient defocus and motion blur
ACM Transactions on Graphics (TOG)
Inverse volume rendering with material dictionaries
ACM Transactions on Graphics (TOG)
Inverse bi-scale material design
ACM Transactions on Graphics (TOG)
On-set performance capture of multiple actors with a stereo camera
ACM Transactions on Graphics (TOG)
Estimating Photometric Properties from Image Collections
Journal of Mathematical Imaging and Vision
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Realism in computer-generated images requires accurate input models for lighting, textures and BRDFs. One of the best ways of obtaining high-quality data is through measurements of scene attributes from real photographs by inverse rendering. However, inverse rendering methods have been largely limited to settings with highly controlled lighting. One of the reasons for this is the lack of a coherent mathematical framework for inverse rendering under general illumination conditions. Our main contribution is the introduction of a signal-processing framework which describes the reflected light field as a convolution of the lighting and BRDF, and expresses it mathematically as a product of spherical harmonic coefficients of the BRDF and the lighting. Inverse rendering can then be viewed as deconvolution. We apply this theory to a variety of problems in inverse rendering, explaining a number of previous empirical results. We will show why certain problems are ill-posed or numerically ill-conditioned, and why other problems are more amenable to solution. The theory developed here also leads to new practical representations and algorithms. For instance, we present a method to factor the lighting and BRDF from a small number of views, i.e. to estimate both simultaneously when neither is known.