A Computational Approach to Edge Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Texture discrimination by Gabor functions
Biological Cybernetics
Local structure analyzers as determinants of preattentive pattern discrimination
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
The Generalized Gabor Scheme of Image Representation in Biological and Machine Vision
IEEE Transactions on Pattern Analysis and Machine Intelligence
Experiments in segmenting texton patterns using localized spatial filters
Pattern Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multichannel Texture Analysis Using Localized Spatial Filters
IEEE Transactions on Pattern Analysis and Machine Intelligence
A taxonomy for texture description and identification
A taxonomy for texture description and identification
Organizing and integrating edge segments for texture discrimination
Journal of Experimental & Theoretical Artificial Intelligence
Texture features based on Gabor phase
Signal Processing
Digital image processing (2nd ed.)
Digital image processing (2nd ed.)
Unsupervised texture segmentation using Gabor filters
Pattern Recognition
Designing Gabor filters for texture segmentation
Designing Gabor filters for texture segmentation
Multi-resolutional gabor filter in texture analysis
Pattern Recognition Letters
Filtering for Texture Classification: A Comparative Study
IEEE Transactions on Pattern Analysis and Machine Intelligence
Pattern Recognition Letters - Speciqal issue: Ultrasonic image processing and analysis
Texture representation based on pattern map
Signal Processing
Image matching using alpha-entropy measures and entropic graphs
Signal Processing - Special section on content-based image and video retrieval
Computer Vision and Image Understanding
Fast hardware implementation of Gabor filter based motion estimation
Integrated Computer-Aided Engineering
An embedded application for degraded text recognition
EURASIP Journal on Applied Signal Processing
General Tensor Discriminant Analysis and Gabor Features for Gait Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
A multifunctional reading assistant for the visually impaired
Journal on Image and Video Processing
A multifunctional reading assistant for the visually impaired
Journal on Image and Video Processing
Texture analysis of proximal femur radiographs for osteoporosis assessment
ICECS'03 Proceedings of the 2nd WSEAS International Conference on Electronics, Control and Signal Processing
Recycled paper visual indexing for quality control
Expert Systems with Applications: An International Journal
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
Gabor texture in active appearance models
Neurocomputing
Computer Vision and Image Understanding
Multi-scale feature identification using evolution strategies
Image and Vision Computing
Real coded genetic algorithm for optimal parameters selection in circular Mellin feature extractors
International Journal of Computers and Applications
Texture based prelens tear film segmentation in interferometry images
Machine Vision and Applications
Machine Vision and Applications
Clothes matching for blind and color blind people
ICCHP'10 Proceedings of the 12th international conference on Computers helping people with special needs
Optimal Gabor-filter design for texture segmentation
ICASSP'93 Proceedings of the 1993 IEEE international conference on Acoustics, speech, and signal processing: image and multidimensional signal processing - Volume V
A fully Bayesian model based on reversible jump MCMC and finite Beta mixtures for clustering
Expert Systems with Applications: An International Journal
How to combat block replacement attacks?
IH'05 Proceedings of the 7th international conference on Information Hiding
A novel biometric system based on palm vein image
Pattern Recognition Letters
Palm vein recognition using adaptive Gabor filter
Expert Systems with Applications: An International Journal
An approach for extracting illumination-independent texture features
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
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Many texture-segmentation schemes use an elaborate bank of filters to decompose a textured image into a joint space/spatial-frequency representation. Although these schemes show promise, and although some analytical work has been done, the relationship between texture differences and the filter configurations required to distinguish them remain largely unknown. This paper examines the issue of designing individual filters. Using a 2-D texture model, we show analytically that applying a properly configured bandpass filter to a textured image produces distinct output discontinuities at texture boundaries; the analysis is based on Gabor elementary functions, but it is the bandpass nature of the filter that is essential. Depending on the type of texture difference, these discontinuities form one of four characteristic signatures: a step, ridge, valley, or a step change in average local output variation. Accompanying experimental evidence indicates that these signatures are useful for segmenting an image. The analysis indicates those texture characteristics that are responsible for each signature type. Detailed criteria are provided for designing filters that can produce quality output signatures. We also illustrate occasions when asymmetric filters are beneficial, an issue not previously addressed.