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
Modeling and Segmentation of Noisy and Textured Images Using Gibbs Random Fields
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multiresolution Feature Extraction and Selection for Texture Segmentation
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 Markov Random Field Models
IEEE Transactions on Pattern Analysis and Machine Intelligence
Machine vision
Texture Features for Browsing and Retrieval of Image Data
IEEE Transactions on Pattern Analysis and Machine Intelligence
Texture classification using multiresolution Markov random field models
Pattern Recognition Letters
Texture classification using wavelet transform
Pattern Recognition Letters
Rotation-invariant texture classification using modified Gabor filters
ICIP '95 Proceedings of the 1995 International Conference on Image Processing (Vol. 1)-Volume 1 - Volume 1
IEEE Transactions on Image Processing
Segmentation of Gabor-filtered textures using deterministic relaxation
IEEE Transactions on Image Processing
Statistical texture characterization from discrete wavelet representations
IEEE Transactions on Image Processing
Extended fractal analysis for texture classification and segmentation
IEEE Transactions on Image Processing
Unsupervised texture segmentation of images using tuned matched Gabor filters
IEEE Transactions on Image Processing
Texture classification and segmentation using wavelet frames
IEEE Transactions on Image Processing
Fast and active texture segmentation based on orientation and local variance
Journal of Visual Communication and Image Representation
An adaptive level-selecting wavelet transform for texture defect detection
Image and Vision Computing
Quaternion color texture segmentation
Computer Vision and Image Understanding
Automated diagnosis of sewer pipe defects based on machine learning approaches
Expert Systems with Applications: An International Journal
Wavelet-based principal component analysis applied to automated surface defect detection
ACC'08 Proceedings of the WSEAS International Conference on Applied Computing Conference
Application of wavelet decomposition and gradient variation in texture image retrieval
MUSP'08 Proceedings of the 8th WSEAS International Conference on Multimedia systems and signal processing
Computer-Aided Vision System for Surface Blemish Detection of LED Chips
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II
A Wavelet-Based Neural Network Applied to Surface Defect Detection of LED Chips
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
Implementation of an image retrieval system using wavelet decomposition and gradient variation
WSEAS Transactions on Computers
Stitching defect detection and classification using wavelet transform and BP neural network
Expert Systems with Applications: An International Journal
WSEAS Transactions on Computer Research
Multiscale texture classification using dual-tree complex wavelet transform
Pattern Recognition Letters
Multichannel texture segmentation using bamberger pyramids
Journal on Image and Video Processing
Segmentation of image using watershed and wavelet transform
Proceedings of the International Conference and Workshop on Emerging Trends in Technology
Inspection of surface defects in copper strip based on machine vision
LSMS/ICSEE'10 Proceedings of the 2010 international conference on Life system modeling and and intelligent computing, and 2010 international conference on Intelligent computing for sustainable energy and environment: Part I
Bayesian texture classification and retrieval based on multiscale feature vector
Pattern Recognition Letters
AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part III
Computers and Electrical Engineering
Wavelet energy signature: comparison and analysis
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
Inspection of surface defects in copper strip using multivariate statistical approach and SVM
International Journal of Computer Applications in Technology
Framelet-Based algorithm for segmentation of tubular structures
SSVM'11 Proceedings of the Third international conference on Scale Space and Variational Methods in Computer Vision
ESVC-based extraction and segmentation of texture features
Computers & Geosciences
Fast two-stage segmentation via non-local active contours in multiscale texture feature space
Pattern Recognition Letters
| Hi-index | 0.10 |
Texture analysis such as segmentation and classification plays a vital role in computer vision and pattern recognition and is widely applied to many areas such as industrial automation, bio-medical image processing and remote sensing. This paper describes a novel technique of feature extraction for characterization and segmentation of texture at multiple scales based on block by block comparison of wavelet co-occurrence features. The performance of this segmentation algorithm is superior to traditional single resolution techniques such as texture spectrum, co-occurrences, local linear transforms, etc. The results of the proposed algorithm are found to be satisfactory.