Synthesizing bidirectional texture functions for real-world surfaces
Proceedings of the 28th annual conference on Computer graphics and interactive techniques
Proceedings of the 28th annual conference on Computer graphics and interactive techniques
Eigen-Texture Method: Appearance Compression and Synthesis Based on a 3D Model
IEEE Transactions on Pattern Analysis and Machine Intelligence
Contour and Texture Analysis for Image Segmentation
International Journal of Computer Vision
Representing and Recognizing the Visual Appearance of Materials using Three-dimensional Textons
International Journal of Computer Vision
Motion texture: a two-level statistical model for character motion synthesis
Proceedings of the 29th annual conference on Computer graphics and interactive techniques
Retrieval of still images by content
Lectures on information retrieval
Composite textures: emulating building materials and vegetation for 3D models
Proceedings of the 2001 conference on Virtual reality, archeology, and cultural heritage
Equivalence of Julesz Ensembles and FRAME Models
International Journal of Computer Vision - Special issue on Genomic Signal Processing
The Texture Gradient Equation for Recovering Shape from Texture
IEEE Transactions on Pattern Analysis and Machine Intelligence
Image segmentation based on situational DCT descriptors
Pattern Recognition Letters
Modeling Visual Patterns by Integrating Descriptive and Generative Methods
International Journal of Computer Vision
On Affine Invariant Clustering and Automatic Cast Listing in Movies
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
The Effect of Illuminant Rotation on Texture Filters: Lissajous's Ellipses
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
Unsupervised Learning of Models for Recognition
ECCV '00 Proceedings of the 6th European Conference on Computer Vision-Part I
Retrieval of Still Images by Content
ESSIR '00 Proceedings of the Third European Summer-School on Lectures on Information Retrieval-Revised Lectures
A Compact Model for Viewpoint Dependent Texture Synthesis
SMILE '00 Revised Papers from Second European Workshop on 3D Structure from Multiple Images of Large-Scale Environments
CIVR '02 Proceedings of the International Conference on Image and Video Retrieval
IEEE Transactions on Pattern Analysis and Machine Intelligence
EGRW '03 Proceedings of the 14th Eurographics workshop on Rendering
3D Texture Recognition Using Bidirectional Feature Histograms
International Journal of Computer Vision
Jump map-based interactive texture synthesis
ACM Transactions on Graphics (TOG)
Classifying Surface Texture while Simultaneously Estimating Illumination Direction
International Journal of Computer Vision - Special Issue on Texture Analysis and Synthesis
International Journal of Computer Vision - Special Issue on Texture Analysis and Synthesis
International Journal of Computer Vision - Special Issue on Texture Analysis and Synthesis
Shadow Graphs and 3D Texture Reconstruction
International Journal of Computer Vision - Special Issue on Texture Analysis and Synthesis
Visually Distinct Patterns with Matching Subband Statistics
IEEE Transactions on Pattern Analysis and Machine Intelligence
Out-of-core tensor approximation of multi-dimensional matrices of visual data
ACM SIGGRAPH 2005 Papers
Recovering Intrinsic Images from a Single Image
IEEE Transactions on Pattern Analysis and Machine Intelligence
High-order statistical texture analysis--font recognition applied
Pattern Recognition Letters
Estimating the surface radiance function from single images
Graphical Models - Special issue: Vision and computer graphics
Surface detail in computer models
Image and Vision Computing
Multilevel Image Coding with Hyperfeatures
International Journal of Computer Vision
Combinatorial and statistical methods for part selection for object recognition
International Journal of Computer Mathematics - Computer Vision and Pattern Recognition
Learning Distance Functions for Automatic Annotation of Images
Adaptive Multimedial Retrieval: Retrieval, User, and Semantics
Mammographic Segmentation Based on Texture Modelling of Tabár Mammographic Building Blocks
IWDM '08 Proceedings of the 9th international workshop on Digital Mammography
Object boundary detection in images using a semantic ontology
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
PathMiner: a web-based tool for computer-assisted diagnostics in pathology
IEEE Transactions on Information Technology in Biomedicine
Computer Vision and Image Understanding
Learning explicit and implicit visual manifolds by information projection
Pattern Recognition Letters
Computation of generic features for object classification
Scale Space'03 Proceedings of the 4th international conference on Scale space methods in computer vision
Improvements in image categorization using codebook ensembles
Image and Vision Computing
Improving spatiotemporal inpainting with layer appearance models
ISVC'06 Proceedings of the Second international conference on Advances in Visual Computing - Volume Part II
Hyperfeatures – multilevel local coding for visual recognition
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part I
Adapted vocabularies for generic visual categorization
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
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
A statistically selected part-based probabilistic model for object recognition
IWICPAS'06 Proceedings of the 2006 Advances in Machine Vision, Image Processing, and Pattern Analysis international conference on Intelligent Computing in Pattern Analysis/Synthesis
Discovering texture regularity as a higher-order correspondence problem
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part II
Texture bags: anomaly retrieval in medical images based on local 3d-texture similarity
MCBR-CDS'11 Proceedings of the Second MICCAI international conference on Medical Content-Based Retrieval for Clinical Decision Support
WSABIE: scaling up to large vocabulary image annotation
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Texture design and draping in 2D images
EGSR'09 Proceedings of the Twentieth Eurographics conference on Rendering
Collective generation of natural image descriptions
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Learning basic patterns from repetitive texture surfaces under non-rigid deformations
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
Intelligent multi-camera video surveillance: A review
Pattern Recognition Letters
The scale of geometric texture
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
Visual recognition using local quantized patterns
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Automated petroglyph image segmentation with interactive classifier fusion
Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing
Fast texel size estimation in visual texture using homogeneity cues
Pattern Recognition Letters
Learning semantic representations of objects and their parts
Machine Learning
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We study the recognition of surfaces made from different materials such as concrete, rug, marble or leather on the basis of their textural appearance. Such natural textures arise from spatial variation of two surface attributes: (1) reflectance and (2) surface normal. In this paper, we provide a unified model to address both these aspects of natural texture. The main idea is to construct a vocabulary of prototype tiny surface patches with associated local geometric and photometric properties. We call these 3D textons. Examples might be ridges, grooves, spots or stripes or combinations thereof. Associated with each texton is an appearance vector, which characterizes the local irradiance distribution, represented as a set of linear Gaussian derivative filter outputs, under different lighting and viewing conditions.Given a large collection of images of different materials, a clustering approach is used to acquire a small (on the order of 100) 3D texton vocabulary. Given a few (1 to 4) images of any material, it can be characterized using these textons. We demonstrate the application of this representation for recognition of the material viewed under novel lighting and viewing conditions.