A model-based method for rotation invariant texture classification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Local linear transforms for texture measurements
Signal Processing
Sum and Difference Histograms for Texture Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Texture discrimination by Gabor functions
Biological Cybernetics
Spatial frequency channels and perceptual grouping in texture segregation
Computer Vision, Graphics, and Image Processing - Special issue on human and machine vission, part II
Image segmentation and uncertainty
Image segmentation and uncertainty
A Theory for Multiresolution Signal Decomposition: The Wavelet Representation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multiresolution Feature Extraction and Selection for Texture Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multichannel Texture Analysis Using Localized Spatial Filters
IEEE Transactions on Pattern Analysis and Machine Intelligence
Classification of Rotated and Scaled Textured Images Using Gaussian Markov Random Field Models
IEEE Transactions on Pattern Analysis and Machine Intelligence
Unsupervised texture segmentation using Gabor filters
Pattern Recognition
Text segmentation using Gabor filters for automatic document processing
Machine Vision and Applications - Special issue: document image analysis techniques
Multirate Digital Signal Processing
Multirate Digital Signal Processing
Texture Classification Using Windowed Fourier Filters
IEEE Transactions on Pattern Analysis and Machine Intelligence
Reduced Multidimensional Co-Occurrence Histograms in Texture Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Feature Extraction From Wavelet Coefficients for Pattern Recognition Tasks
IEEE Transactions on Pattern Analysis and Machine Intelligence
Filtering for Texture Classification: A Comparative Study
IEEE Transactions on Pattern Analysis and Machine Intelligence
Content-Based Image Retrieval at the End of the Early Years
IEEE Transactions on Pattern Analysis and Machine Intelligence
Content-based visual information retrieval
Distributed multimedia databases
Improved Rover State Estimation in Challenging Terrain
Autonomous Robots
Geodesic Active Regions and Level Set Methods for Supervised Texture Segmentation
International Journal of Computer Vision
IEEE Transactions on Visualization and Computer Graphics
Supporting Ranked Boolean Similarity Queries in MARS
IEEE Transactions on Knowledge and Data Engineering
Wavelet packet image decomposition on MIMD Architectures
Real-Time Imaging
Rotation and scale invariant wavelet feature for content-based texture image retrieval
Journal of the American Society for Information Science and Technology
Log-Polar Wavelet Energy Signatures for Rotation and Scale Invariant Texture Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Rotation-invariant texture feature for image retrieval
Computer Vision and Image Understanding
Compressed Domain Texture Classification from a Modified EZW Symbol Stream
DCC '00 Proceedings of the Conference on Data Compression
Rotation invariant texture classification using even symmetric Gabor filters
Pattern Recognition Letters
A Wavelet-Based Technique for Image Similarity Estimation
ITCC '00 Proceedings of the The International Conference on Information Technology: Coding and Computing (ITCC'00)
Rotation and scale invariant texture features using discrete wavelet packet transform
Pattern Recognition Letters
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
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multiresolution Histograms and Their Use for Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Extraction of Shift Invariant Wavelet Features for Classification of Images with Different Sizes
IEEE Transactions on Pattern Analysis and Machine Intelligence
Classification of honeybee pollen using a multiscale texture filtering scheme
Machine Vision and Applications
Analyzing magnetic resonance images of Iberian pork loin to predict its sensorial characteristics
Computer Vision and Image Understanding
Texture image segmentation using combined features from spatial and spectral distribution
Pattern Recognition Letters
Pattern Recognition Letters
Texture discrimination and analysis using optimized bi-orthogonal wavelet bases
SPPRA'06 Proceedings of the 24th IASTED international conference on Signal processing, pattern recognition, and applications
Multi-class feature selection for texture classification
Pattern Recognition Letters
Improve maximum likelihood estimation for subband GGD parameters
Pattern Recognition Letters
Texture classification using Gabor wavelets based rotation invariant features
Pattern Recognition Letters
Expert Systems with Applications: An International Journal
Texture classification using Gabor wavelets based rotation invariant features
Pattern Recognition Letters
Fast and active texture segmentation based on orientation and local variance
Journal of Visual Communication and Image Representation
Texture image retrieval using rotated wavelet filters
Pattern Recognition Letters
Texture retrieval based on a non-parametric measure for multivariate distributions
Proceedings of the 6th ACM international conference on Image and video retrieval
Functional dissipation microarrays for classification
Pattern Recognition
Globally adaptive region information for automatic color-texture image segmentation
Pattern Recognition Letters
Supervised Texture Classification Using Characteristic Generalized Gaussian Density
Journal of Mathematical Imaging and Vision
Locally Rotation, Contrast, and Scale Invariant Descriptors for Texture Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
Color and texture image segmentation using uniform local binary patterns
Machine Graphics & Vision International Journal
Image retrieval based on the texton co-occurrence matrix
Pattern Recognition
ICIAR '08 Proceedings of the 5th international conference on Image Analysis and Recognition
Multiscale texture classification using dual-tree complex wavelet transform
Pattern Recognition Letters
Viewpoint Invariant Texture Description Using Fractal Analysis
International Journal of Computer Vision
Image and Vision Computing
Textile Flaw Classification by Wavelet Reconstruction and BP Neural Network
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
Intelligent Processing of Medical Images in the Wavelet Domain
Proceedings of the 2007 conference on Emerging Artificial Intelligence Applications in Computer Engineering: Real Word AI Systems with Applications in eHealth, HCI, Information Retrieval and Pervasive Technologies
A New Fake Iris Detection Method
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Rotation- and scale-invariant texture classification using log-polar and ridgelet transforms
Machine Graphics & Vision International Journal
Content-based image database system for epilepsy
Computer Methods and Programs in Biomedicine
Computer Vision and Image Understanding
Discriminative wavelet packet filter bank selection for pattern recognition
IEEE Transactions on Signal Processing
Evaluation of the Texture Analysis Using Spectral Correlation Function
Fundamenta Informaticae
Centroid neural network with chi square distance measure for texture classification
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Unsupervised segmentation of ultrasonic liver images by multiresolution fractal feature vector
Information Sciences: an International Journal
A novel fusion approach to content-based image retrieval
Pattern Recognition
Color texture analysis using the wavelet-based hidden Markov model
Pattern Recognition Letters
Multiresolution texture analysis of surface reflection images
SCIA'03 Proceedings of the 13th Scandinavian conference on Image analysis
Texture classification using combined image decomposition methods
Machine Graphics & Vision International Journal
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Discrete wavelet transform-based time series analysis and mining
ACM Computing Surveys (CSUR)
EURASIP Journal on Advances in Signal Processing - Special issue on advanced image processing for defense and security applications
Sign and magnitude of local patterns for image indexing and retrieval
International Journal of Computational Vision and Robotics
Expert Systems with Applications: An International Journal
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
Engineering Applications of Artificial Intelligence
Contourlet-based texture classification with product bernoulli distributions
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part II
A brushlet-based feature set applied to texture classification
CIS'04 Proceedings of the First international conference on Computational and Information Science
Non-invasive detection and classification of skin cancer from visual and cross-sectional images
Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies
A novel texture descriptor using over-complete wavelet transform and its fractal signature
CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval
A fully Bayesian model based on reversible jump MCMC and finite Beta mixtures for clustering
Expert Systems with Applications: An International Journal
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part I
Leather inspection based on wavelets
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part II
SAR image segmentation using kernel based spatial FCM
ICIAR'05 Proceedings of the Second international conference on Image Analysis and Recognition
Bio-Discretization: biometrics authentication featuring face data and tokenised random number
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
Face recognition using wavelet transform and non-negative matrix factorization
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
Crack detection in wooden pallets using the wavelet transform of the histogram of connected elements
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
ICSI'10 Proceedings of the First international conference on Advances in Swarm Intelligence - Volume Part II
Texture classification based on contourlet subband clustering
ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing Theories and Applications: with aspects of artificial intelligence
Optimization of image processing techniques using neural networks: a review
WSEAS Transactions on Information Science and Applications
Liveness detection for iris recognition using multispectral images
Pattern Recognition Letters
ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part II
Evaluation of the Texture Analysis Using Spectral Correlation Function
Fundamenta Informaticae
Automated Classification of Liver Disorders using Ultrasound Images
Journal of Medical Systems
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
Texture analysis and classification using shortest paths in graphs
Pattern Recognition Letters
Texture databases - A comprehensive survey
Pattern Recognition Letters
Entropic image thresholding based on GLGM histogram
Pattern Recognition Letters
International Journal of Knowledge-based and Intelligent Engineering Systems
Multimedia Tools and Applications
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This correspondence introduces a new approach to characterize textures at multiple scales. The performance of wavelet packet spaces are measured in terms of sensitivity and selectivity for the classification of twenty-five natural textures. Both energy and entropy metrics were computed for each wavelet packet and incorporated into distinct scale space representations, where each wavelet packet (channel) reflected a specific scale and orientation sensitivity. Wavelet packet representations for twenty-five natural textures were classified without error by a simple two-layer network classifier. An analyzing function of large regularity (D/sub 20/) was shown to be slightly more efficient in representation and discrimination than a similar function with fewer vanishing moments (D/sub 6/) In addition, energy representations computed from the standard wavelet decomposition alone (17 features) provided classification without error for the twenty-five textures included in our study. The reliability exhibited by texture signatures based on wavelet packets analysis suggest that the multiresolution properties of such transforms are beneficial for accomplishing segmentation, classification and subtle discrimination of texture.