Vector quantization and signal compression
Vector quantization and signal compression
Computational framework for determining stereo correspondence from a set of linear spatial filters
Image and Vision Computing - Special issue: 2nd European Conference on Computer Vision
Unsupervised texture segmentation using Gabor filters
Pattern Recognition
Multirate systems and filter banks
Multirate systems and filter banks
Visual learning and recognition of 3-D objects from appearance
International Journal of Computer Vision
Pyramid-based texture analysis/synthesis
SIGGRAPH '95 Proceedings of the 22nd annual conference on Computer graphics and interactive techniques
On Photometric Issues in 3D Visual Recognition from aSingle 2D Image
International Journal of Computer Vision
Filters, Random Fields and Maximum Entropy (FRAME): Towards a Unified Theory for Texture Modeling
International Journal of Computer Vision
What Is the Set of Images of an Object Under All Possible Illumination Conditions?
International Journal of Computer Vision
Reflectance and texture of real-world surfaces
ACM Transactions on Graphics (TOG)
Pattern Recognition and Neural Networks
Pattern Recognition and Neural Networks
Bidirectional Reflection Distribution Function of Thoroughly Pitted Surfaces
International Journal of Computer Vision
Non-parametric Similarity Measures for Unsupervised Texture Segmentation and Image Retrieval
CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
On Perpendicular Texture: Why do we see more flowers in the distance?
CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
Texture Recognition Using a Non-Parametric Multi-Scale Statistical Model
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Histogram Model for 3D Textures
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Illumination Cones for Recognition under Variable Lighting: Faces
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Textons, Contours and Regions: Cue Integration in Image Segmentation
ICCV '99 Proceedings of the International Conference on Computer Vision-Volume 2 - Volume 2
Recognizing Surfaces Using Three-Dimensional Textons
ICCV '99 Proceedings of the International Conference on Computer Vision-Volume 2 - Volume 2
Correlation Model for 3D Texture
ICCV '99 Proceedings of the International Conference on Computer Vision-Volume 2 - Volume 2
Texture-Based Image Retrieval without Segmentation
ICCV '99 Proceedings of the International Conference on Computer Vision-Volume 2 - Volume 2
Texture Synthesis by Non-Parametric Sampling
ICCV '99 Proceedings of the International Conference on Computer Vision-Volume 2 - Volume 2
Shading Primitives: Finding Folds and Shallow Grooves
ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
Synthesis of bidirectional texture functions on arbitrary surfaces
Proceedings of the 29th annual conference on Computer graphics and interactive techniques
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
Classifying Images of Materials: Achieving Viewpoint and Illumination Independence
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
Fast texture synthesis on arbitrary meshes
EGRW '03 Proceedings of the 14th Eurographics workshop on Rendering
EGRW '03 Proceedings of the 14th Eurographics workshop on Rendering
Ilp: a short look back and a longer look forward
The Journal of Machine Learning Research
Fast texture synthesis on arbitrary meshes
ACM SIGGRAPH 2003 Sketches & Applications
3D Texture Recognition Using Bidirectional Feature Histograms
International Journal of Computer Vision
Synthesis and Rendering of Bidirectional Texture Functions on Arbitrary Surfaces
IEEE Transactions on Visualization and Computer Graphics
ACM SIGGRAPH 2004 Papers
A Six-Stimulus Theory for Stochastic Texture
International Journal of Computer Vision - Special Issue on Texture Analysis and Synthesis
A Statistical Approach to Texture Classification from Single Images
International Journal of Computer Vision - Special Issue on Texture Analysis and Synthesis
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
Capture and Synthesis of 3D Surface Texture
International Journal of Computer Vision - Special Issue on Texture Analysis and Synthesis
Level-of-detail representation of bidirectional texture functions for real-time rendering
Proceedings of the 2005 symposium on Interactive 3D graphics and games
A Sparse Texture Representation Using Local Affine Regions
IEEE Transactions on Pattern Analysis and Machine Intelligence
International Journal of Computer Vision
Relief Texture from Specularities
IEEE Transactions on Pattern Analysis and Machine Intelligence
Shapeme Histogram Projection and Matching for Partial Object Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Appearance-space texture synthesis
ACM SIGGRAPH 2006 Papers
Inverse shade trees for non-parametric material representation and editing
ACM SIGGRAPH 2006 Papers
Testing new variants of the Beckmann-Kirchhoff model against radiance data
Computer Vision and Image Understanding
Hypotheses for Image Features, Icons and Textons
International Journal of Computer Vision
Building Models of Animals from Video
IEEE Transactions on Pattern Analysis and Machine Intelligence
Super resolution based on texton substitution
SIGGRAPH '04 ACM SIGGRAPH 2004 Posters
International Journal of Computer Vision
International Journal of Computer Vision
The modified Beckmann-Kirchhoff scattering theory for rough surface analysis
Pattern Recognition
Review: Which is the best way to organize/classify images by content?
Image and Vision Computing
Surface detail in computer models
Image and Vision Computing
The Pyramid Match Kernel: Efficient Learning with Sets of Features
The Journal of Machine Learning Research
TEXEMS: Texture Exemplars for Defect Detection on Random Textured Surfaces
IEEE Transactions on Pattern Analysis and Machine Intelligence
Texture retrieval based on a non-parametric measure for multivariate distributions
Proceedings of the 6th ACM international conference on Image and video retrieval
Recovering Surface Layout from an Image
International Journal of Computer Vision
Locally Rotation, Contrast, and Scale Invariant Descriptors for Texture Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
Journal of Mathematical Imaging and Vision
Unsupervised texture classification: Automatically discover and classify texture patterns
Image and Vision Computing
ACM SIGGRAPH 2008 papers
A comparison of color features for visual concept classification
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
A psychophysically validated metric for bidirectional texture data reduction
ACM SIGGRAPH Asia 2008 papers
Semantic object classes in video: A high-definition ground truth database
Pattern Recognition Letters
Material-specific adaptation of color invariant features
Pattern Recognition Letters
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing, Part II
Image description using joint distribution of filter bank responses
Pattern Recognition Letters
Color-texture segmentation using unsupervised graph cuts
Pattern Recognition
Automatic joint classification and segmentation of whole cell 3D images
Pattern Recognition
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Viewpoint Invariant Texture Description Using Fractal Analysis
International Journal of Computer Vision
Improving object detection with boosted histograms
Image and Vision Computing
Image and Vision Computing
Segmentation using Appearance of Mesostructure Roughness
International Journal of Computer Vision
Optimizing Gabor Filter Design for Texture Edge Detection and Classification
International Journal of Computer Vision
Histogram of oriented rectangles: A new pose descriptor for human action recognition
Image and Vision Computing
Accurate Palmprint Recognition Using Spatial Bags of Local Layered Descriptors
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Learned local Gabor patterns for face representation and recognition
Signal Processing
Dimension amnesic pyramid match kernel
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
A new gaussian mixture conditional random field model for indoor image labeling
IMCE '09 Proceedings of the 1st international workshop on Interactive multimedia for consumer electronics
Spatial and temporal pyramids for grammatical expression recognition of American sign language
Proceedings of the 11th international ACM SIGACCESS conference on Computers and accessibility
Principles of Appearance Acquisition and Representation
Foundations and Trends® in Computer Graphics and Vision
Testing new variants of the Beckmann-Kirchhoff model against radiance data
Computer Vision and Image Understanding
IEEE Transactions on Information Technology in Biomedicine - Special section on biomedical informatics
Radon representation-based feature descriptor for texture classification
IEEE Transactions on Image Processing
Classifying materials in the real world
Image and Vision Computing
Learning an Efficient Texture Model by Supervised Nonlinear Dimensionality Reduction Methods
CIARP '09 Proceedings of the 14th Iberoamerican Conference on Pattern Recognition: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Endomicroscopic image retrieval and classification using invariant visual features
ISBI'09 Proceedings of the Sixth IEEE international conference on Symposium on Biomedical Imaging: From Nano to Macro
A binary classification and online vision
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Applying pLSA to region-based image categorization with soft vector quantization
Proceedings of the First International Conference on Internet Multimedia Computing and Service
Texture image retrieval using compact texton co-occurrence matrix descriptor
Proceedings of the international conference on Multimedia information retrieval
Incremental indexing and distributed image search using shared randomized vocabularies
Proceedings of the international conference on Multimedia information retrieval
Multimodal medical image retrieval: image categorization to improve search precision
Proceedings of the international conference on Multimedia information retrieval
Computer Vision and Image Understanding
Image retrieval based on multi-texton histogram
Pattern Recognition
Maximum likelihood metameres for local 2nd order image structure of natural images
SSVM'07 Proceedings of the 1st international conference on Scale space and variational methods in computer vision
Shape-based Invariant Texture Indexing
International Journal of Computer Vision
Using Basic Image Features for Texture Classification
International Journal of Computer Vision
MICCAI'07 Proceedings of the 10th international conference on Medical image computing and computer-assisted intervention
High throughput analysis of breast cancer specimens on the grid
MICCAI'07 Proceedings of the 10th international conference on Medical image computing and computer-assisted intervention - Volume Part I
Human action recognition using distribution of oriented rectangular patches
Proceedings of the 2nd conference on Human motion: understanding, modeling, capture and animation
Object recognition using words model of optimal size: in histograms of oriented gradients
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
Constructing vocabulary ensembles by different clustering algorithms for object categorization
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
Co-reranking by mutual reinforcement for image search
Proceedings of the ACM International Conference on Image and Video Retrieval
Parking space detection from video by augmenting training dataset
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Texture dependent feature selection for panorama
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Palmprint recognition using coarse-to-fine statistical image representation
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Non-contact terrain classification for autonomous mobile robot
ROBIO'09 Proceedings of the 2009 international conference on Robotics and biomimetics
Texture classification by modeling joint distributions of local patterns with Gaussian mixtures
IEEE Transactions on Image Processing
A novel multi-layer framework for non-rigid image registration
ISBI'10 Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro
Data-driven image color theme enhancement
ACM SIGGRAPH Asia 2010 papers
Region categorization with mobile applications
Proceedings of the international conference on Multimedia
Color based tracing in real-life surveillance data
Transactions on data hiding and multimedia security V
The University of Aamsterdam's concept detection system at ImageCLEF 2009
CLEF'09 Proceedings of the 10th international conference on Cross-language evaluation forum: multimedia experiments
Automatic attribute discovery and characterization from noisy web data
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
Original paper: Stereo vision with texture learning for fault-tolerant automatic baling
Computers and Electronics in Agriculture
Image based PTM synthesis for realistic rendering of low resolution 3D models
Proceedings of the Seventh Indian Conference on Computer Vision, Graphics and Image Processing
A texton-based approach for the classification of lung parenchyma in CT images
MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part III
MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part II
Building descriptive and discriminative visual codebook for large-scale image applications
Multimedia Tools and Applications
Linear discriminant analysis for signatures
IEEE Transactions on Neural Networks
Compressed sensing for robust texture classification
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part I
Multiple classifier systems in texton-based approach for the classification of CT images of lung
MCV'10 Proceedings of the 2010 international MICCAI conference on Medical computer vision: recognition techniques and applications in medical imaging
Reducing ambiguity in object recognition using relational information
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part IV
Predicate Logic Based Image Grammars for Complex Pattern Recognition
International Journal of Computer Vision
Region Contextual Visual Words for scene categorization
Expert Systems with Applications: An International Journal
Semantics extraction from images
Knowledge-driven multimedia information extraction and ontology evolution
Autonomous Robots
Pothole detection in asphalt pavement images
Advanced Engineering Informatics
Dictionary learning in texture classification
ICIAR'11 Proceedings of the 8th international conference on Image analysis and recognition - Volume Part I
Designing real-time multimedia applications on mobile devices
MobiHeld '11 Proceedings of the 3rd ACM SOSP Workshop on Networking, Systems, and Applications on Mobile Handhelds
Multiple structure tracing in 3d electron micrographs
MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part I
Retrieval evaluation and distance learning from perceived similarity between endomicroscopy videos
MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part III
Improvements in image categorization using codebook ensembles
Image and Vision Computing
Automatic image annotation with weakly labeled dataset
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Segmentation of structural features in cheese micrographs using pixel statistics
Computers and Electronics in Agriculture
Advanced textural representation of materials appearance
SIGGRAPH Asia 2011 Courses
Towards unsupervised discovery of visual categories
DAGM'06 Proceedings of the 28th conference on Pattern Recognition
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part I
Sampling strategies for bag-of-features image classification
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
Texture based mammogram classification and segmentation
IWDM'06 Proceedings of the 8th international conference on Digital Mammography
Person spotting: video shot retrieval for face sets
CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval
A multiclassifier approach for lung nodule classification
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part II
The eigen-transform and applications
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part I
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part II
Resolution-enhanced photometric stereo
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III
Sorted random projections for robust rotation-invariant texture classification
Pattern Recognition
Abnormal image detection using texton method in wireless capsule endoscopy videos
ICMB'10 Proceedings of the Second international conference on Medical Biometrics
Image features and the 1-D, 2nd
Scale-Space'05 Proceedings of the 5th international conference on Scale Space and PDE Methods in Computer Vision
Categorization of multiple objects in a scene without semantic segmentation
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part I
Clustering-Based descriptors for fingerprint indexing and fast retrieval
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part I
Image specific feature similarities
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part II
Region covariance: a fast descriptor for detection and classification
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part II
Expert Systems with Applications: An International Journal
Single-Histogram class models for image segmentation
ICVGIP'06 Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing
Introducing space and time in local feature-based endomicroscopic image retrieval
MCBR-CDS'09 Proceedings of the First MICCAI international conference on Medical Content-Based Retrieval for Clinical Decision Support
Extended local binary patterns for texture classification
Image and Vision Computing
Videoscapes: exploring sparse, unstructured video collections
ACM Transactions on Graphics (TOG) - SIGGRAPH 2012 Conference Proceedings
Content-Based retrieval in endomicroscopy: toward an efficient smart atlas for clinical diagnosis
MCBR-CDS'11 Proceedings of the Second MICCAI international conference on Medical Content-Based Retrieval for Clinical Decision Support
Realistic smile expression recognition using biologically inspired features
AI'11 Proceedings of the 24th international conference on Advances in Artificial Intelligence
TILT: Transform Invariant Low-Rank Textures
International Journal of Computer Vision
Scale-space texture description on SIFT-like textons
Computer Vision and Image Understanding
Improving Image Classification Using Semantic Attributes
International Journal of Computer Vision
Texton theory revisited: A bag-of-words approach to combine textons
Pattern Recognition
Efficient basis decomposition for scattered reflectance data
EGSR'07 Proceedings of the 18th Eurographics conference on Rendering Techniques
Statistical acquisition of texture appearance
EGSR'06 Proceedings of the 17th Eurographics conference on Rendering Techniques
Find you wherever you are: geographic location and environment context-based pedestrian detection
Proceedings of the ACM multimedia 2012 workshop on Geotagging and its applications in multimedia
Face recognition with local gabor textons
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Proceedings of the 20th ACM international conference on Multimedia
Continuous rotation invariant local descriptors for texton dictionary-based texture classification
Computer Vision and Image Understanding
New edge-adaptive image interpolation using anisotropic Gaussian filters
Digital Signal Processing
Joint image and word sense discrimination for image retrieval
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
Local higher-order statistics (LHS) for texture categorization and facial analysis
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VII
Achievements and challenges in recognizing and reconstructing civil infrastructure
Proceedings of the 15th international conference on Theoretical Foundations of Computer Vision: outdoor and large-scale real-world scene analysis
Recognizing materials from virtual examples
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
Exploiting publicly available cartographic resources for aerial image analysis
Proceedings of the 20th International Conference on Advances in Geographic Information Systems
Classification of high-dimension PDFs using the hungarian algorithm
SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Objects as attributes for scene classification
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part I
Toward parts-based scene understanding with pixel-support parts-sparse pictorial structures
Pattern Recognition Letters
Noise robust rotation invariant features for texture classification
Pattern Recognition
Classifying images at scene level: comparing global and local descriptors
AMR'11 Proceedings of the 9th international conference on Adaptive Multimedia Retrieval: large-scale multimedia retrieval and evaluation
Automatic Annotation of Scientific Video Material based on Visual Concept Detection
Proceedings of the 13th International Conference on Knowledge Management and Knowledge Technologies
Proceedings of the 21st ACM international conference on Multimedia
Expert Systems with Applications: An International Journal
Texture databases - A comprehensive survey
Pattern Recognition Letters
Fused Lasso and rotation invariant autoregressive models for texture classification
Pattern Recognition Letters
The Remote Sensing and GIS Software Library (RSGISLib)
Computers & Geosciences
Constructing and applying higher order textons: Estimating breast cancer risk
Pattern Recognition
Contextual object category recognition for RGB-D scene labeling
Robotics and Autonomous Systems
A Klein-Bottle-Based Dictionary for Texture Representation
International Journal of Computer Vision
Object Bank: An Object-Level Image Representation for High-Level Visual Recognition
International Journal of Computer Vision
A distinct and compact texture descriptor
Image and Vision Computing
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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. We also illustrate how the 3D texton model can be used to predict the appearance of materials under novel conditions.