Wavelets and subband coding
Self-Organizing Maps
Texture Classification by Wavelet Packet Signatures
IEEE Transactions on Pattern Analysis and Machine Intelligence
Reduced Multidimensional Histograms in Color Texture Description
ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 2 - Volume 2
Wavelet-based modeling of singular values for image texture classification
Machine Graphics & Vision International Journal
Color and texture image segmentation using uniform local binary patterns
Machine Graphics & Vision International Journal
Multiresolution image parametrization for improving texture classification
EURASIP Journal on Advances in Signal Processing
ANNPR '08 Proceedings of the 3rd IAPR workshop on Artificial Neural Networks in Pattern Recognition
MICCAI '08 Proceedings of the 11th International Conference on Medical Image Computing and Computer-Assisted Intervention, Part II
Neural Networks
Iris Recognition Using 3D Co-occurrence Matrix
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Towards symbolic mining of images with association rules: Preliminary results on textures
Intelligent Data Analysis - Analysis of Symbolic and Spatial Data
IEEE Transactions on Image Processing
Texture classification via conditional histograms
Pattern Recognition Letters
Texture classification by modeling joint distributions of local patterns with Gaussian mixtures
IEEE Transactions on Image Processing
Color and texture analysis using emerging parallel architectures
International Journal of High Performance Computing Applications
Texture detection for image analysis
ICAPR'05 Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II
An implementation of the vectorizing-based automatic nesting software NST
ICCSA'06 Proceedings of the 2006 international conference on Computational Science and Its Applications - Volume Part II
SCIA'05 Proceedings of the 14th Scandinavian conference on Image Analysis
RETRACTED: Color and texture analysis on emerging parallel architectures
International Journal of High Performance Computing Applications
Visual recognition using local quantized patterns
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
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
Texture Description Through Histograms of Equivalent Patterns
Journal of Mathematical Imaging and Vision
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Textures are frequently described using co-occurrence histograms of gray levels at two pixels in a given relative position. Analysis of several co-occurring pixel values may benefit texture description but is impeded by the exponential growth of histogram size. To make use of multidimensional histograms, we have developed methods for their reduction. The method described here uses linear compression, dimension optimization, and vector quantization. Experiments with natural textures showed that multidimensional histograms reduced with the new method provided higher classification accuracies than the channel histograms and the wavelet packet signatures. The new method was significantly faster than our previous one.