ECCV '94 Proceedings of the third European conference on Computer vision (vol. 1)
Filters, Random Fields and Maximum Entropy (FRAME): Towards a Unified Theory for Texture Modeling
International Journal of Computer Vision
Reflectance and texture of real-world surfaces
ACM Transactions on Graphics (TOG)
Synthesizing bidirectional texture functions for real-world surfaces
Proceedings of the 28th annual conference on Computer graphics and interactive techniques
Representing and Recognizing the Visual Appearance of Materials using Three-dimensional Textons
International Journal of Computer Vision
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
Histogram Model for 3D Textures
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Correlation Model for 3D Texture
ICCV '99 Proceedings of the International Conference on Computer Vision-Volume 2 - Volume 2
Rotation-invariant texture classification using a complete space-frequency model
IEEE Transactions on Image Processing
Weakly Supervised Learning of Visual Models and Its Application to Content-Based Retrieval
International Journal of Computer Vision - Special Issue on Content-Based Image Retrieval
3D Texture Recognition Using Bidirectional Feature Histograms
International Journal of Computer Vision
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
Visually Distinct Patterns with Matching Subband Statistics
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Sparse Texture Representation Using Local Affine Regions
IEEE Transactions on Pattern Analysis and Machine Intelligence
Relief Texture from Specularities
IEEE Transactions on Pattern Analysis and Machine Intelligence
Hypotheses for Image Features, Icons and Textons
International Journal of Computer Vision
International Journal of Computer Vision
Locally Rotation, Contrast, and Scale Invariant Descriptors for Texture Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
Unsupervised texture classification: Automatically discover and classify texture patterns
Image and Vision Computing
An Attentional System Combining Top-Down and Bottom-Up Influences
Attention in Cognitive Systems. Theories and Systems from an Interdisciplinary Viewpoint
Viewpoint Invariant Texture Description Using Fractal Analysis
International Journal of Computer Vision
Improving object detection with boosted histograms
Image and Vision Computing
Segmentation using Appearance of Mesostructure Roughness
International Journal of Computer Vision
Learning to segment from a few well-selected training images
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
Optimizing Gabor Filter Design for Texture Edge Detection and Classification
International Journal of Computer Vision
PathMiner: a web-based tool for computer-assisted diagnostics in pathology
IEEE Transactions on Information Technology in Biomedicine
IEEE Transactions on Information Technology in Biomedicine - Special section on biomedical informatics
Classifying materials in the real world
Image and Vision Computing
Computer Vision and Image Understanding
Shape-based Invariant Texture Indexing
International Journal of Computer Vision
Integrating local feature and global statistics for texture analysis
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Wavelet leader multifractal analysis for texture classification
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
An unsupervised image segmentation algorithm based on the machine learning of appropriate features
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
Computer-aided Gleason grading of prostate cancer histopathological images using texton forests
ISBI'10 Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro
Image segmentation algorithms based on the machine learning of features
Pattern Recognition Letters
Guided informative image partitioning
SSPR&SPR'10 Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition
Logistic Stick-Breaking Process
The Journal of Machine Learning Research
MCV'10 Proceedings of the 2010 international MICCAI conference on Medical computer vision: recognition techniques and applications in medical imaging
An interactive flower image recognition system
Multimedia Tools and Applications
Segmentation of structural features in cheese micrographs using pixel statistics
Computers and Electronics in Agriculture
Evaluation of effects of HRT on breast density
IWDM'06 Proceedings of the 8th international conference on Digital Mammography
IWDM'06 Proceedings of the 8th international conference on Digital Mammography
Breast density segmentation using texture
IWDM'06 Proceedings of the 8th international conference on Digital Mammography
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part II
Abnormal image detection using texton method in wireless capsule endoscopy videos
ICMB'10 Proceedings of the Second international conference on Medical Biometrics
Retrieving images for remote sensing applications
ICVGIP'06 Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing
A graph-based feature combination approach to object tracking
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part II
Scale-space texture description on SIFT-like textons
Computer Vision and Image Understanding
A spatially-constrained normalized Gamma process prior
Expert Systems with Applications: An International Journal
Local phase quantization for blur-insensitive image analysis
Image and Vision Computing
Face recognition with local gabor textons
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
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
A text reading algorithm for natural images
Image and Vision Computing
Human activity modeling by spatio temporal textural appearance
Pattern Recognition Letters
Texture databases - A comprehensive survey
Pattern Recognition Letters
Automated diagnosis of otitis media: vocabulary and grammar
Journal of Biomedical Imaging - Special issue on Computer Vision and Image Processing for Computer-Aided Diagnosis
Automated diagnosis of otitis media: vocabulary and grammar
Journal of Biomedical Imaging
A distinct and compact texture descriptor
Image and Vision Computing
Hi-index | 0.00 |
In this paper we present a new approach to material classification under unknown viewpoint and illumination. Our texture model is based on the statistical distribution of clustered filter responses. However, unlike previous 3D texton representations, we use rotationally invariant filters and cluster in an extremely low dimensional space. Having built a texton dictionary, we present a novel method of classifying a single image without requiring any a priori knowledge about the viewing or illumination conditions under which it was photographed. We argue that using rotationally invariant filters while clustering in such a low dimensional space improves classification performance and demonstrate this claim with results on all 61 textures in the Columbia-Utrecht database. We then proceed to show how texture models can be further extended by compensating for viewpoint changes using weak isotropy.The new clustering and classification methods are compared to those of Leung and Malik (ICCV 1999), Schmid (CVPR 2001) and Cula and Dana (CVPR 2001), which are the current state-of-the-art approaches.