Multiresolution Gray-Scale and Rotation Invariant Texture Classification with Local Binary Patterns
IEEE Transactions on Pattern Analysis and Machine Intelligence
Rotation and scale invariant wavelet feature for content-based texture image retrieval
Journal of the American Society for Information Science and Technology
Classifying Images of Materials: Achieving Viewpoint and Illumination Independence
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
Gray Scale and Rotation Invariant Texture Classification with Local Binary Patterns
ECCV '00 Proceedings of the 6th European Conference on Computer Vision-Part I
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
Rotation-invariant texture classification
Pattern Recognition Letters
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
Rotation invariant texture classification using even symmetric Gabor filters
Pattern Recognition Letters
Rotation and scale invariant texture features using discrete wavelet packet transform
Pattern Recognition Letters
Multiresolution Histograms and Their Use for Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Gaussian MRF Rotation-Invariant Features for Image Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Interactive training of advanced classifiers for mining remote sensing image archives
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
A distributed database for bio-molecular images
ACM SIGMOD Record
Radon Transform Orientation Estimation for Rotation Invariant Texture Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Modified K-Means Algorithm for Circular Invariant Clustering
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
Texture classification using ridgelet transform
Pattern Recognition Letters
Texture classification using Gabor wavelets based rotation invariant features
Pattern Recognition Letters
Texture classification using ridgelet transform
Pattern Recognition Letters
Texture classification using Gabor wavelets based rotation invariant features
Pattern Recognition Letters
Texture image retrieval using rotated wavelet filters
Pattern Recognition Letters
Multiresolution image parametrization for improving texture classification
EURASIP Journal on Advances in Signal Processing
Rotation Invariant Texture Classification Using Gabor Wavelets
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part III: ICCS 2007
Rotation Invariant Texture Classification Using Circular Gabor Filter Banks
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part III: ICCS 2007
Rotationally Invariant Hashing of Median Binary Patterns for Texture Classification
ICIAR '08 Proceedings of the 5th international conference on Image Analysis and Recognition
Towards symbolic mining of images with association rules: Preliminary results on textures
Intelligent Data Analysis - Analysis of Symbolic and Spatial Data
Rotation- and scale-invariant texture classification using log-polar and ridgelet transforms
Machine Graphics & Vision International Journal
Dominant local binary patterns for texture classification
IEEE Transactions on Image Processing
Scale-space texture classification using combined classifiers
SCIA'07 Proceedings of the 15th Scandinavian conference on Image analysis
IEEE Transactions on Neural Networks
Clothes matching for blind and color blind people
ICCHP'10 Proceedings of the 12th international conference on Computers helping people with special needs
Colour and rotation invariant textural features based on Markov random fields
Pattern Recognition Letters
Journal of Visual Communication and Image Representation
A brushlet-based feature set applied to texture classification
CIS'04 Proceedings of the First international conference on Computational and Information Science
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part I
Rotation-Invariant texture classification using steerable gabor filter bank
ICIAR'05 Proceedings of the Second international conference on Image Analysis and Recognition
TILT: Transform Invariant Low-Rank Textures
International Journal of Computer Vision
Pattern classification of dermoscopy images: A perceptually uniform model
Pattern Recognition
Continuous rotation invariant local descriptors for texton dictionary-based texture classification
Computer Vision and Image Understanding
Noise robust rotation invariant features for texture classification
Pattern Recognition
Fused Lasso and rotation invariant autoregressive models for texture classification
Pattern Recognition Letters
| Hi-index | 0.01 |
A method of rotation-invariant texture classification based on a complete space-frequency model is introduced. A polar, analytic form of a two-dimensional (2-D) Gabor wavelet is developed, and a multiresolution family of these wavelets is used to compute information-conserving microfeatures. From these microfeatures a micromodel, which characterizes spatially localized amplitude, frequency, and directional behavior of the texture, is formed. The essential characteristics of a texture sample, its macrofeatures, are derived from the estimated selected parameters of the micromodel. Classification of texture samples is based on the macromodel derived from a rotation invariant subset of macrofeatures. In experiments, comparatively high correct classification rates were obtained using large sample sets