Local linear transforms for texture measurements
Signal Processing
A Theory for Multiresolution Signal Decomposition: The Wavelet Representation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Texture feature performance for image segmentation
Pattern Recognition
Multichannel Texture Analysis Using Localized Spatial Filters
IEEE Transactions on Pattern Analysis and Machine Intelligence
Introduction to statistical pattern recognition (2nd ed.)
Introduction to statistical pattern recognition (2nd ed.)
Pattern recognition: statistical, structural and neural approaches
Pattern recognition: statistical, structural and neural approaches
Unsupervised texture segmentation using Gabor filters
Pattern Recognition
A review of recent texture segmentation and feature extraction techniques
CVGIP: Image Understanding
Handbook of pattern recognition & computer vision
Local discriminant bases and their applications
Journal of Mathematical Imaging and Vision - Special issue on mathematical imaging
Learning Texture Discrimination Masks
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multi-channel filtering techniques for texture segmentation and surface quality inspection
Multi-channel filtering techniques for texture segmentation and surface quality inspection
Subband Compression of Images: Principals and Examples
Subband Compression of Images: Principals and Examples
Multiresolution Signal Decomposition: Transforms, Subbands, and Wavelets
Multiresolution Signal Decomposition: Transforms, Subbands, and Wavelets
Texture Classification by Wavelet Packet Signatures
IEEE Transactions on Pattern Analysis and Machine Intelligence
Texture Segmentation using 2-D Gabor Elementary Functions
IEEE Transactions on Pattern Analysis and Machine Intelligence
Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
Design of multiple Gabor filters for texture segmentation
ICASSP '96 Proceedings of the Acoustics, Speech, and Signal Processing, 1996. on Conference Proceedings., 1996 IEEE International Conference - Volume 04
Texture segmentation using filters with optimized energy separation
IEEE Transactions on Image Processing
Unsupervised texture segmentation of images using tuned matched Gabor filters
IEEE Transactions on Image Processing
Optimal Gabor filters for texture segmentation
IEEE Transactions on Image Processing
Texture classification and segmentation using wavelet frames
IEEE Transactions on Image Processing
Content-Based Image Retrieval at the End of the Early Years
IEEE Transactions on Pattern Analysis and Machine Intelligence
FVC2000: Fingerprint Verification Competition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Spatial Size Distributions: Applications to Shape and Texture Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
A parallel fuzzy scale-space approach to the unsupervised texture separation
Pattern Recognition Letters
Segmentation of MR and CT Images Using a Hybrid Neural Network Trained by Genetic Algorithms
Neural Processing Letters
The Texture Gradient Equation for Recovering Shape from Texture
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multiresolution Gray-Scale and Rotation Invariant Texture Classification with Local Binary Patterns
IEEE Transactions on Pattern Analysis and Machine Intelligence
Support Vector Machines for Texture Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Segmentation of ultrasound images by using a hybrid neural network
Pattern Recognition Letters
The Effect of Illuminant Rotation on Texture Filters: Lissajous's Ellipses
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
Texture Similarity Measure Using Kullback-Leibler Divergence between Gamma Distributions
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
ICAPR '01 Proceedings of the Second International Conference on Advances in Pattern Recognition
A Markov Random Field Image Segmentation Model Using Combined Color and Texture Features
CAIP '01 Proceedings of the 9th International Conference on Computer Analysis of Images and Patterns
Texture Analysis Experiments with Meastex and Vistex Benchmarks
ICAPR '01 Proceedings of the Second International Conference on Advances in Pattern Recognition
Classification of color textures by Gabor filtering
Machine Graphics & Vision International Journal - Special issue on latest results in colour image processing and applications
IEEE Transactions on Pattern Analysis and Machine Intelligence
A multichannel watershed-based algorithm for supervised texture segmentation
Pattern Recognition Letters
The Poisson equation for image texture modelling
Pattern Recognition Letters
Efficient multi-modal image registration using local-frequency maps
Machine Vision and Applications - Special issue: IEEE WACV
Rotation invariant texture classification using even symmetric Gabor filters
Pattern Recognition Letters
Variance and autocovariance filters for flexible and efficient texture assessment
Machine Graphics & Vision International Journal
Wavelet transform-based locally orderless images for texture segmentation
Pattern Recognition Letters
Quantification of trabecular bone mass and orientation using Gabor wavelets
Proceedings of the 2003 ACM symposium on Applied computing
Digital image processing techniques for automatic textile quality control
Systems Analysis Modelling Simulation - Special issue: Digital signal processing and control
IEEE Transactions on Pattern Analysis and Machine Intelligence
Semantic-meaningful content-based image retrieval in wavelet domain
MIR '03 Proceedings of the 5th ACM SIGMM international workshop on Multimedia information retrieval
3D Texture Recognition Using Bidirectional Feature Histograms
International Journal of Computer Vision
Image Retrieval from the World Wide Web: Issues, Techniques, and Systems
ACM Computing Surveys (CSUR)
Filter-based feature selection for rail defect detection
Machine Vision and Applications
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
Natural Image Statistics for Natural Image Segmentation
International Journal of Computer Vision
A Sparse Texture Representation Using Local Affine Regions
IEEE Transactions on Pattern Analysis and Machine Intelligence
Analyzing magnetic resonance images of Iberian pork loin to predict its sensorial characteristics
Computer Vision and Image Understanding
A Performance Evaluation of Local Descriptors
IEEE Transactions on Pattern Analysis and Machine Intelligence
Reduced Complexity Rotation Invariant Texture Classification Using a Blind Deconvolution Approach
IEEE Transactions on Pattern Analysis and Machine Intelligence
Grading of construction aggregate through machine vision: results and prospects
Computers in Industry - Special issue: Machine vision
Detecting urbanization changes using SPOT5
Pattern Recognition Letters - Special issue: Pattern recognition in remote sensing (PRRS 2004)
Multi-scale morphological modeling of a class of structural texture
Machine Graphics & Vision International Journal
Texture image segmentation using combined features from spatial and spectral distribution
Pattern Recognition Letters
Texture recognition from sparsely and irregularly sampled data
Computer Vision and Image Understanding
CLAIRE: A modular support vector image indexing and classification system
ACM Transactions on Information Systems (TOIS)
Multi-class feature selection for texture classification
Pattern Recognition Letters
Automatic texture feature selection for image pixel classification
Pattern Recognition
Texture classification using ridgelet transform
Pattern Recognition Letters
Texture classification using ridgelet transform
Pattern Recognition Letters
Supervised texture classification by integration of multiple texture methods and evaluation windows
Image and Vision Computing
TEXEMS: Texture Exemplars for Defect Detection on Random Textured Surfaces
IEEE Transactions on Pattern Analysis and Machine Intelligence
Image feature evaluation for contents-based image retrieval
VisHCI '06 Proceedings of the HCSNet workshop on Use of vision in human-computer interaction - Volume 56
Image retrieval measures based on illumination invariant textural MRF features
Proceedings of the 6th ACM international conference on Image and video retrieval
Texture retrieval based on a non-parametric measure for multivariate distributions
Proceedings of the 6th ACM international conference on Image and video retrieval
Evaluation of the effects of Gabor filter parameters on texture classification
Pattern Recognition
Optimized multichannel filter bank with flat frequency response for texture segmentation
EURASIP Journal on Applied Signal Processing
Texture classification using sparse frame-based representations
EURASIP Journal on Applied Signal Processing
Supervised Texture Classification Using Characteristic Generalized Gaussian Density
Journal of Mathematical Imaging and Vision
IEEE Transactions on Pattern Analysis and Machine Intelligence
Locally Rotation, Contrast, and Scale Invariant Descriptors for Texture Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
Molecular image segmentation based on improved fuzzy clustering
Journal of Biomedical Imaging
A method for linking computed image features to histological semantics in neuropathology
Journal of Biomedical Informatics
Wavelet-based modeling of singular values for image texture classification
Machine Graphics & Vision International Journal
Retrieving scale from quasi-stationary images
Pattern Recognition Letters
International Journal of Intelligent Systems Technologies and Applications
Image texture classification using wavelet packet transform and probabilistic neural network
Intelligent Data Analysis
Pattern Recognition Letters
Novel Similarity Measures for Differential Invariant Descriptors for Generic Object Retrieval
Journal of Mathematical Imaging and Vision
Heterogeneous stacking for classification-driven watershed segmentation
EURASIP Journal on Advances in Signal Processing
Man-made object detection in aerial images using multi-stage level set evolution
International Journal of Remote Sensing
Performance Modeling and Algorithm Characterization for Robust Image Segmentation
International Journal of Computer Vision
Gaussian-shaped circularly-symmetric 2D filter banks
ISPRA'08 Proceedings of the 7th WSEAS International Conference on Signal Processing, Robotics and Automation
Supervised Segmentation Based on Texture Signatures Extracted in the Frequency Domain
IbPRIA '07 Proceedings of the 3rd Iberian conference on Pattern Recognition and Image Analysis, Part I
Blur Insensitive Texture Classification Using Local Phase Quantization
ICISP '08 Proceedings of the 3rd international conference on Image and Signal Processing
Texture Image Retrieval Based on Contourlet Transform and Active Perceptual Similarity Learning
ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
Description of interest regions with local binary patterns
Pattern Recognition
Foliage Recognition Based on Local Edge Information
ACIVS '08 Proceedings of the 10th International Conference on Advanced Concepts for Intelligent Vision Systems
A hybrid model using genetic algorithm and neural network for classifying garment defects
Expert Systems with Applications: An International Journal
Multiscale texture classification using dual-tree complex wavelet transform
Pattern Recognition Letters
Color-texture segmentation using unsupervised graph cuts
Pattern Recognition
Expert Systems with Applications: An International Journal
Extraction of Perceptual Hue Feature Set for Color Image/Video Segmentation
PCM '08 Proceedings of the 9th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Image description with features that summarize
Computer Vision and Image Understanding
Intravascular Ultrasound Tissue Characterization with Sub-class Error-Correcting Output Codes
Journal of Signal Processing Systems
BSS-Based Feature Extraction for Skin Lesion Image Classification
ICA '09 Proceedings of the 8th International Conference on Independent Component Analysis and Signal Separation
Optimizing Gabor Filter Design for Texture Edge Detection and Classification
International Journal of Computer Vision
Information Sciences: an International Journal
Foundations and Trends in Information Retrieval
Object density-based image segmentation and its applications in biomedical image analysis
Computer Methods and Programs in Biomedicine
Rotation- and scale-invariant texture classification using log-polar and ridgelet transforms
Machine Graphics & Vision International Journal
Texture recognition from sparsely and irregularly sampled data
Computer Vision and Image Understanding
Computer Vision and Image Understanding
Radon representation-based feature descriptor for texture classification
IEEE Transactions on Image Processing
Analysis of multiple orientations
IEEE Transactions on Image Processing
Intelligent visual recognition and classification of cork tiles with neural networks
IEEE Transactions on Neural Networks
An MRF-based kernel method for nonlinear feature extraction
Image and Vision Computing
Rough Neural Network Based on Bottom-Up Fuzzy Rough Data Analysis
Neural Processing Letters
Grading of construction aggregate through machine vision: Results and prospects
Computers in Industry
Texture Characterization Using a Curvelet Based Descriptor
CIARP '09 Proceedings of the 14th Iberoamerican Conference on Pattern Recognition: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
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
Scale Analysis of Several Filter Banks for Color Texture Classification
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part II
Multi-scale feature identification using evolution strategies
Image and Vision Computing
Unsupervised segmentation of ultrasonic liver images by multiresolution fractal feature vector
Information Sciences: an International Journal
Image segmentation based on Gabor filter and MRF model
WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing
Multichannel texture segmentation using bamberger pyramids
Journal on Image and Video Processing
A three-level clustering algorithm for color texture segmentation
Proceedings of the International Conference and Workshop on Emerging Trends in Technology
Efficient wavelet adaptation for hybrid wavelet-large margin classifiers
Pattern Recognition
Computer Vision and Image Understanding
Intravascular ultrasound images vessel characterization using Adaboost
FIMH'03 Proceedings of the 2nd international conference on Functional imaging and modeling of the heart
Bidimensional empirical mode decomposition modified for texture analysis
SCIA'03 Proceedings of the 13th Scandinavian conference on Image analysis
SCIA'03 Proceedings of the 13th Scandinavian conference on Image analysis
SCIA'03 Proceedings of the 13th Scandinavian conference on Image analysis
Texture classification through multiscale orientation histogram analysis
Scale Space'03 Proceedings of the 4th international conference on Scale space methods in computer vision
Scale-space texture classification using combined classifiers
SCIA'07 Proceedings of the 15th Scandinavian conference on Image analysis
A new wavelet-based texture descriptor for image retrieval
CAIP'07 Proceedings of the 12th international conference on Computer analysis of images and patterns
CAIP'07 Proceedings of the 12th international conference on Computer analysis of images and patterns
Shape-based Invariant Texture Indexing
International Journal of Computer Vision
ISICA'07 Proceedings of the 2nd international conference on Advances in computation and intelligence
Pixel-based colour image segmentation using support vector machine for automatic pipe inspection
AI'07 Proceedings of the 20th Australian joint conference on Advances in artificial intelligence
Gabor-based texture classification through efficient prototype selection VIA normalized cut
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Unsupervised texture segmentation using feature selection and fusion
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Lightweight probabilistic texture retrieval
IEEE Transactions on Image Processing
IEEE Transactions on Neural Networks
Application-independent feature selection for texture classification
Pattern Recognition
Texture classification by modeling joint distributions of local patterns with Gaussian mixtures
IEEE Transactions on Image Processing
A completed modeling of local binary pattern operator for texture classification
IEEE Transactions on Image Processing
Computers in Biology and Medicine
Fabric defect classification using radial basis function network
Pattern Recognition Letters
Multivariate image segmentation using semantic region growing with adaptive edge penalty
IEEE Transactions on Image Processing
Feature extraction based on multiphase level set framework for sign language recognition system
Proceedings of the 1st Amrita ACM-W Celebration on Women in Computing in India
A combined preprocessing scheme for texture based ice classification from SAR images
Proceedings of the 1st Amrita ACM-W Celebration on Women in Computing in India
Defect detection in flat surface products using log-Gabor filters
International Journal of Hybrid Intelligent Systems
Tensor sparse coding for region covariances
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
Spatial statistics of visual keypoints for texture recognition
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
Variational region-based segmentation using multiple texture statistics
IEEE Transactions on Image Processing
EURASIP Journal on Advances in Signal Processing - Special issue on advanced image processing for defense and security applications
Texture recognition by generalized probabilistic decision-based neural networks
Expert Systems with Applications: An International Journal
Pyramid-based multi-structure local binary pattern for texture classification
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part III
Descriptor learning based on fisher separation criterion for texture classification
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part III
Artificial immune multi-objective SAR image segmentation with fused complementary features
Information Sciences: an International Journal
Intelligent traction control for wheeled space vehicles
FS'05 Proceedings of the 6th WSEAS international conference on Fuzzy systems
Original papers: A feature extraction software tool for agricultural object-based image analysis
Computers and Electronics in Agriculture
Selection of ICA features for texture classification
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
Feature selection and fusion for texture classification
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
Unsupervised texture-based image segmentation through pattern discovery
Computer Vision and Image Understanding
Contourlet-based texture classification with product bernoulli distributions
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part II
Estimating dual-scale properties of glossy surfaces from step-edge lighting
Proceedings of the 2011 SIGGRAPH Asia Conference
Infinite generalized gaussian mixture modeling and applications
ICIAR'11 Proceedings of the 8th international conference on Image analysis and recognition - Volume Part I
Modeling human aesthetic perception of visual textures
ACM Transactions on Applied Perception (TAP)
A novel content-based image retrieval approach using fuzzy combination of color and texture
AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part III
Rotation invariant texture characterization using a curvelet based descriptor
Pattern Recognition Letters
Novelty detection for the inspection of light-emitting diodes
Expert Systems with Applications: An International Journal
Recognizing clothes patterns for blind people by confidence margin based feature combination
MM '11 Proceedings of the 19th ACM international conference on Multimedia
A new EM algorithm for resource allocation network
ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I
Handwriting documents denoising and indexing using hermite transform
ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I
In-Vivo IVUS tissue classification: a comparison between RF signal analysis and reconstructed images
CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
Gabor kernels for textured image representation and classification
CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
Texture exemplars for defect detection on random textures
ICAPR'05 Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II
Texture segmentation by unsupervised learning and histogram analysis using boundary tracing
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I
Illumination invariant color texture analysis based on sum- and difference-histograms
PR'05 Proceedings of the 27th DAGM conference on Pattern Recognition
Texture feature extraction and selection for classification of images in a sequence
IWCIA'04 Proceedings of the 10th international conference on Combinatorial Image Analysis
Bark classification based on textural features using artificial neural networks
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
Unsupervised approach for extracting the textural region of interest from real image
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
Shadow detection: A survey and comparative evaluation of recent methods
Pattern Recognition
Information Sciences: an International Journal
Color texture analysis based on fractal descriptors
Pattern Recognition
A fully Bayesian model based on reversible jump MCMC and finite Beta mixtures for clustering
Expert Systems with Applications: An International Journal
Prostate tissue characterization using TRUS image spectral features
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part II
A multiclassifier approach for lung nodule classification
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part II
NN automated defect detection based on optimized thresholding
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part II
Selecting a discriminant subset of co-occurrence matrix features for texture-based image retrieval
ISVC'05 Proceedings of the First international conference on Advances in Visual Computing
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part I
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part II
Leather inspection based on wavelets
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part II
Image segmentation using local spectral histograms and linear regression
Pattern Recognition Letters
Texture analysis for stroke classification in infrared reflectogramms
SCIA'05 Proceedings of the 14th Scandinavian conference on Image Analysis
SCIA'05 Proceedings of the 14th Scandinavian conference on Image Analysis
Sorted random projections for robust rotation-invariant texture classification
Pattern Recognition
Robust matching area selection for terrain matching using level set method
ICIAR'05 Proceedings of the Second international conference on Image Analysis and Recognition
Hermite filter-based texture analysis with application to handwriting document indexing
ICIAR'05 Proceedings of the Second international conference on Image Analysis and Recognition
System design and assessment methodology for face recognition algorithms
SINOBIOMETRICS'04 Proceedings of the 5th Chinese conference on Advances in Biometric Person Authentication
Bayesian image segmentation using gaussian field priors
EMMCVPR'05 Proceedings of the 5th international conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
Mumford-Shah model based man-made objects detection from aerial images
Scale-Space'05 Proceedings of the 5th international conference on Scale Space and PDE Methods in Computer Vision
Texture classification via stationary-wavelet based contourlet transform
IWICPAS'06 Proceedings of the 2006 Advances in Machine Vision, Image Processing, and Pattern Analysis international conference on Intelligent Computing in Pattern Analysis/Synthesis
An embedded software-reconfigurable color segmentation architecture for image processing systems
Microprocessors & Microsystems
Fabric defect detection and classification using gabor filters and gaussian mixture model
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part II
Nonlinear scale space theory in texture classification using multiple classifier systems
ICIAR'10 Proceedings of the 7th international conference on Image Analysis and Recognition - Volume Part I
A real-time gabor primal sketch for visual attention
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part I
Extended local binary patterns for texture classification
Image and Vision Computing
Texture image classification using complex texton
ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing Theories and Applications: with aspects of artificial intelligence
Surface classification for road distress detection system enhancement
EUROCAST'11 Proceedings of the 13th international conference on Computer Aided Systems Theory - Volume Part I
Noise tolerant local binary pattern operator for efficient texture analysis
Pattern Recognition Letters
A robust texture feature extraction using the localized angular phase
Multimedia Tools and Applications
RGB color distribution analysis using volumetric fractal dimension
ICISP'12 Proceedings of the 5th international conference on Image and Signal Processing
Computer Methods and Programs in Biomedicine
Face segmentation using projection pursuit for texture classification
IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
An image-based approach for stochastic volumetric and procedural details
EGSR'10 Proceedings of the 21st Eurographics conference on Rendering
Texture analysis and classification: A complex network-based approach
Information Sciences: an International Journal
Data-intensive spatial filtering in large numerical simulation datasets
SC '12 Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis
Median binary pattern for textures classification
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
Intelligent real-time fabric defect detection
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
ESVC-based extraction and segmentation of texture features
Computers & Geosciences
Journal of Visual Communication and Image Representation
Subband effect of the wavelet fuzzy C-means features in texture classification
Image and Vision Computing
Sparse coding and dictionary learning for symmetric positive definite matrices: a kernel approach
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Supervised texture classification using a novel compression-based similarity measure
ICCVG'12 Proceedings of the 2012 international conference on Computer Vision and Graphics
Multiscale texture segmentation via a contourlet contextual hidden Markov model
Digital Signal Processing
Illuminant invariant descriptors for color texture classification
CCIW'13 Proceedings of the 4th international conference on Computational Color Imaging
Proceedings of the 3rd ACM conference on International conference on multimedia retrieval
Salient features selection for multiclass texture classification
MICAI'12 Proceedings of the 11th Mexican international conference on Advances in Artificial Intelligence - Volume Part I
A new GLLD operator for mass detection in digital mammograms
Journal of Biomedical Imaging - Special issue on Advanced Signal Processing Methods for Biomedical Imaging
Texture representations using subspace embeddings
Pattern Recognition Letters
Texture analysis and classification using shortest paths in graphs
Pattern Recognition Letters
Expert Systems with Applications: An International Journal
Statistical texture retrieval in noise using complex wavelets
Image Communication
Personalized identification of abdominal wall hernia meshes on computed tomography
Computer Methods and Programs in Biomedicine
Hi-index | 0.16 |
In this paper, we review most major filtering approaches to texture feature extraction and perform a comparative study. Filtering approaches included are Laws masks, ring/wedge filters, dyadic Gabor filter banks, wavelet transforms, wavelet packets and wavelet frames, quadrature mirror filters, discrete cosine transform, eigenfilters, optimized Gabor filters, linear predictors, and optimized finite impulse response filters. The features are computed as the local energy of the filter responses. The effect of the filtering is highlighted, keeping the local energy function and the classification algorithm identical for most approaches. For reference, comparisons with two classical nonfiltering approaches, co-occurrence (statistical) and autoregressive (model based) features, are given. We present a ranking of the tested approaches based on extensive experiments.