International Journal of Computer Vision
Pyramid-based texture analysis/synthesis
SIGGRAPH '95 Proceedings of the 22nd annual conference on Computer graphics and interactive techniques
A decision-theoretic generalization of on-line learning and an application to boosting
Journal of Computer and System Sciences - Special issue: 26th annual ACM symposium on the theory of computing & STOC'94, May 23–25, 1994, and second annual Europe an conference on computational learning theory (EuroCOLT'95), March 13–15, 1995
Bayesian model of surface perception
NIPS '97 Proceedings of the 1997 conference on Advances in neural information processing systems 10
International Journal of Computer Vision - Special issue on statistical and computational theories of vision: modeling, learning, sampling and computing, Part I
Robot Vision
Recovering Shading from Color Images
ECCV '92 Proceedings of the Second European Conference on Computer Vision
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data
ICML '01 Proceedings of the Eighteenth International Conference on Machine Learning
The steerable pyramid: a flexible architecture for multi-scale derivative computation
ICIP '95 Proceedings of the 1995 International Conference on Image Processing (Vol. 3)-Volume 3 - Volume 3
Recognizing Surfaces Using Three-Dimensional Textons
ICCV '99 Proceedings of the International Conference on Computer Vision-Volume 2 - Volume 2
Illumination normalization with time-dependent intrinsic images for video surveillance
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Illumination Normalization with Time-Dependent Intrinsic Images for Video Surveillance
IEEE Transactions on Pattern Analysis and Machine Intelligence
ACM SIGGRAPH Asia 2008 papers
Segmentation using Appearance of Mesostructure Roughness
International Journal of Computer Vision
Entropy Minimization for Shadow Removal
International Journal of Computer Vision
Recovering Shape by Shading and Stereo Under Lambertian Shading Model
International Journal of Computer Vision
User-assisted intrinsic images
ACM SIGGRAPH Asia 2009 papers
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
Robust fast belief propagation for real-time stereo matching
ICACT'09 Proceedings of the 11th international conference on Advanced Communication Technology - Volume 2
Fast shadow detection for urban autonomous driving applications
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
User-guided shape from shading to reconstruct fine details from a single photograph
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part I
NPAR '10 Proceedings of the 8th International Symposium on Non-Photorealistic Animation and Rendering
Removing shadows from a single real-world color image
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Computing Color Transforms with Applications to Image Editing
Journal of Mathematical Imaging and Vision
Error-tolerant image compositing
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
Separating pigment components of leaf color image using FastICA
ICIC'10 Proceedings of the 6th international conference on Advanced intelligent computing theories and applications: intelligent computing
Correlation-based intrinsic image extraction from a single image
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
Illumination decomposition for material recoloring with consistent interreflections
ACM SIGGRAPH 2011 papers
Lightness Recovery for Pictorial Surfaces
International Journal of Computer Vision
Sketch-based warping of RGBN images
Graphical Models
Rendering synthetic objects into legacy photographs
Proceedings of the 2011 SIGGRAPH Asia Conference
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
Weighted map for reflectance and shading separation using a single image
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part III
Illumination-Invariant color image correction
IWICPAS'06 Proceedings of the 2006 Advances in Machine Vision, Image Processing, and Pattern Analysis international conference on Intelligent Computing in Pattern Analysis/Synthesis
Interactive shadow removal from a single image using hierarchical graph cut
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part I
Image melding: combining inconsistent images using patch-based synthesis
ACM Transactions on Graphics (TOG) - SIGGRAPH 2012 Conference Proceedings
Intrinsic Images by Clustering
Computer Graphics Forum
Coherent intrinsic images from photo collections
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2012
Texture replacement of garments in monocular video sequences
EGSR'06 Proceedings of the 17th Eurographics conference on Rendering Techniques
Estimation of intrinsic image sequences from image+depth video
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI
Color constancy, intrinsic images, and shape estimation
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
Reconstructing shape from dictionaries of shading primitives
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part IV
Error-Tolerant Image Compositing
International Journal of Computer Vision
Image-pair-based anisotropic material modeling
SIGGRAPH Asia 2013 Technical Briefs
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Interpreting real-world images requires the ability distinguish the different characteristics of the scene that lead to its final appearance. Two of the most important of these characteristics are the shading and reflectance of each point in the scene. We present an algorithm that uses multiple cues to recover shading and reflectance intrinsic images from a single image. Using both color information and a classifier trained to recognize gray-scale patterns, given the lighting direction, each image derivative is classified as being caused by shading or a change in the surface's reflectance. The classifiers gather local evidence about the surface's form and color, which is then propagated using the Generalized Belief Propagation algorithm. The propagation step disambiguates areas of the image where the correct classification is not clear from local evidence. We use real-world images to demonstrate results and show how each component of the system affects the results.