Texture discrimination by Gabor functions
Biological Cybernetics
IEEE Transactions on Pattern Analysis and Machine Intelligence
Optimal Edge Detector Design I: Parameter Selection and Noise Effects
IEEE Transactions on Pattern Analysis and Machine Intelligence
The Generalized Gabor Scheme of Image Representation in Biological and Machine Vision
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Digital image processing
Robot Vision
Finding Edges and Lines in Images
Finding Edges and Lines in Images
The Design and Use of Steerable Filters
IEEE Transactions on Pattern Analysis and Machine Intelligence
Computerized Flow Field Analysis: Oriented Texture Fields
IEEE Transactions on Pattern Analysis and Machine Intelligence
Object and Texture Classification Using Higher Order Statistics
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Using visual texture for information display
ACM Transactions on Graphics (TOG)
Shape from Texture Using Local Spectral Moments
IEEE Transactions on Pattern Analysis and Machine Intelligence
Texture Features for Browsing and Retrieval of Image Data
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multi-resolutional gabor filter in texture analysis
Pattern Recognition Letters
Image Representation Using 2D Gabor Wavelets
IEEE Transactions on Pattern Analysis and Machine Intelligence
Moment and Hypergeometric Filters for High Precision Computation ofFocus, Stereo and Optical Flow
International Journal of Computer Vision
Texture Classification Using Windowed Fourier Filters
IEEE Transactions on Pattern Analysis and Machine Intelligence
Anisotropic Textures with Arbitrary Orientation
Journal of Mathematical Imaging and Vision
A simplified approach to the HMM based texture analysis and its application to document segmentation
Pattern Recognition Letters
Rotation Invariant Texture Features and Their Use in Automatic Script Identification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Unsupervised Texture Segmentation in a Deterministic Annealing Framework
IEEE Transactions on Pattern Analysis and Machine Intelligence
Filtering for Texture Classification: A Comparative Study
IEEE Transactions on Pattern Analysis and Machine Intelligence
Images as Embedded Maps and Minimal Surfaces: Movies, Color, Texture, and Volumetric Medical Images
International Journal of Computer Vision - Special issue on computer vision research at the Technion
A Parametric Texture Model Based on Joint Statistics of Complex Wavelet Coefficients
International Journal of Computer Vision - Special issue on statistical and computational theories of vision: modeling, learning, sampling and computing, Part I
The Earth Mover's Distance as a Metric for Image Retrieval
International Journal of Computer Vision
Font Recognition Based on Global Texture Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence - Graph Algorithms and Computer Vision
A Soft Computing Approach to Road Classification
Journal of Intelligent and Robotic Systems
Texture histograms as a function of irradiation and viewing direction
International Journal of Computer Vision
Geodesic Active Regions and Level Set Methods for Supervised Texture Segmentation
International Journal of Computer Vision
IEEE Transactions on Visualization and Computer Graphics
High Confidence Visual Recognition of Persons by a Test of Statistical Independence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Texture Classification by Wavelet Packet Signatures
IEEE Transactions on Pattern Analysis and Machine Intelligence
Texture Segmentation using 2-D Gabor Elementary Functions
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Modeling Edges at Subpixel Accuracy Using the Local Energy Approach
IEEE Transactions on Pattern Analysis and Machine Intelligence
Learning Texture Discrimination Rules in a Multiresolution System
IEEE Transactions on Pattern Analysis and Machine Intelligence
Deformable Kernels for Early Vision
IEEE Transactions on Pattern Analysis and Machine Intelligence
Pattern Recognition Letters - Speciqal issue: Ultrasonic image processing and analysis
Texture Similarity Measure Using Kullback-Leibler Divergence between Gamma Distributions
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
Applications of Locally Orderless Images
SCALE-SPACE '99 Proceedings of the Second International Conference on Scale-Space Theories in Computer Vision
Geodesic Active Contours Applied to Texture Feature Space
Scale-Space '01 Proceedings of the Third International Conference on Scale-Space and Morphology in Computer Vision
An ICA-Based Illumination-Free Texture Model and Its Application to Image Retrieval
PCM '02 Proceedings of the Third IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Skewness of Gabor Wavelets and Source Signal Separation
WAA '01 Proceedings of the Second International Conference on Wavelet Analysis and Its Applications
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
Texture classification using wavelet transform
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
Machine vision for the inspection of natural products
A modified Gabor filter design method for fingerprint image enhancement
Pattern Recognition Letters
Rotation invariant texture classification using even symmetric Gabor filters
Pattern Recognition Letters
Reconstruction from the multi-component AM-FM image representation
ICIP '95 Proceedings of the 1995 International Conference on Image Processing (Vol.2)-Volume 2 - Volume 2
Evolutionary Gabor Filter Optimization with Application to Vehicle Detection
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Quantification of trabecular bone mass and orientation using Gabor wavelets
Proceedings of the 2003 ACM symposium on Applied computing
Digital image processing techniques for automatic textile quality control
Systems Analysis Modelling Simulation - Special issue: Digital signal processing and control
Texture segmentation using wavelet transform
Pattern Recognition Letters
3D Texture Recognition Using Bidirectional Feature Histograms
International Journal of Computer Vision
Texture representation based on pattern map
Signal Processing
On the Choice of Band-Pass Quadrature Filters
Journal of Mathematical Imaging and Vision
Multiresolution Histograms and Their Use for Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Texture based medical image indexing and retrieval: application to cardiac imaging
Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval
Filter-based feature selection for rail defect detection
Machine Vision and Applications
International Journal of Computer Vision - Special Issue on Texture Analysis and Synthesis
Visually Distinct Patterns with Matching Subband Statistics
IEEE Transactions on Pattern Analysis and Machine Intelligence
Color texture measurement and segmentation
Signal Processing - Special section on content-based image and video retrieval
A unified approach to the generation of semantic cues for sports video annotation
Signal Processing - Special section on content-based image and video retrieval
High-order statistical texture analysis--font recognition applied
Pattern Recognition Letters
Computer Vision and Image Understanding
Reduced Complexity Rotation Invariant Texture Classification Using a Blind Deconvolution Approach
IEEE Transactions on Pattern Analysis and Machine Intelligence
Intelligent vocal cord image analysis for categorizing laryngeal diseases
IEA/AIE'2005 Proceedings of the 18th international conference on Innovations in Applied Artificial Intelligence
Multi-scale morphological modeling of a class of structural texture
Machine Graphics & Vision International Journal
The Uncertainty Principle: Group Theoretic Approach, Possible Minimizers and Scale-Space Properties
Journal of Mathematical Imaging and Vision
Expert Systems with Applications: An International Journal
Fast and active texture segmentation based on orientation and local variance
Journal of Visual Communication and Image Representation
Increasing the discrimination power of the co-occurrence matrix-based features
Pattern Recognition
Robust Object Recognition with Cortex-Like Mechanisms
IEEE Transactions on Pattern Analysis and Machine Intelligence
Optimized multichannel filter bank with flat frequency response for texture segmentation
EURASIP Journal on Applied Signal Processing
An embedded application for degraded text recognition
EURASIP Journal on Applied Signal Processing
A survey of architecture and function of the primary visual cortex (V1)
EURASIP Journal on Applied Signal Processing
Simplified Gabor wavelets for human face recognition
Pattern Recognition
SPPR'07 Proceedings of the Fourth conference on IASTED International Conference: Signal Processing, Pattern Recognition, and Applications
2D Gaborface representation method for face recognition with ensemble and multichannel model
Image and Vision Computing
Using Gabor filter for the illumination invariant recognition of color texture
Mathematics and Computers in Simulation
Arial images and LIDAR fusion applied in forest boundary detection
SSIP'07 Proceedings of the 7th WSEAS International Conference on Signal, Speech and Image Processing
Color and texture image segmentation using uniform local binary patterns
Machine Graphics & Vision International Journal
Texture analysis of proximal femur radiographs for osteoporosis assessment
ICECS'03 Proceedings of the 2nd WSEAS International Conference on Electronics, Control and Signal Processing
Balancing thread based navigation for targeted video search
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Using structured light for efficient depth edge detection
Image and Vision Computing
The Hermite Transform: An Alternative Image Representation Model for Iris Recognition
CIARP '08 Proceedings of the 13th Iberoamerican congress on Pattern Recognition: Progress in Pattern Recognition, Image Analysis and Applications
A Selective Attention Computational Model for Perceiving Textures
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks, Part II
Stitching defect detection and classification using wavelet transform and BP neural network
Expert Systems with Applications: An International Journal
Detection of Local Mura Defects in TFT-LCD Using Machine Vision
ICIRA '08 Proceedings of the First International Conference on Intelligent Robotics and Applications: Part I
Validating the Detection of Everyday Concepts in Visual Lifelogs
SAMT '08 Proceedings of the 3rd International Conference on Semantic and Digital Media Technologies: Semantic Multimedia
Geometric transform Invariant Texture Analysis based on Modified Zernike Moments
Fundamenta Informaticae
Journal of Biomedical Informatics
MaZda-A software package for image texture analysis
Computer Methods and Programs in Biomedicine
Original paper: Weed image classification using Gabor wavelet and gradient field distribution
Computers and Electronics in Agriculture
Intravascular Ultrasound Tissue Characterization with Sub-class Error-Correcting Output Codes
Journal of Signal Processing Systems
Medical volume segmentation using bank of Gabor filters
Proceedings of the 2009 ACM symposium on Applied Computing
Optimizing Gabor Filter Design for Texture Edge Detection and Classification
International Journal of Computer Vision
Image Segmentation based on Inter-feature Distance Maps
Proceedings of the 2005 conference on Artificial Intelligence Research and Development
Angle Images using Gabor Filters in Cardiac Tagged MRI
Proceedings of the 2005 conference on Artificial Intelligence Research and Development
Foundations and Trends in Information Retrieval
An Analysis of Gabor Detection
ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
Rotation- and scale-invariant texture classification using log-polar and ridgelet transforms
Machine Graphics & Vision International Journal
Towards a computer-aided diagnosis system for vocal cord diseases
Artificial Intelligence in Medicine
Computer Vision and Image Understanding
Efficient edge detection using simplified Gabor wavelets
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on cybernetics and cognitive informatics
Dominant local binary patterns for texture classification
IEEE Transactions on Image Processing
Analysis of multiple orientations
IEEE Transactions on Image Processing
Evaluation of the Texture Analysis Using Spectral Correlation Function
Fundamenta Informaticae
ECOC Random Fields for Lumen Segmentation in Radial Artery IVUS Sequences
MICCAI '09 Proceedings of the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention: Part II
Learning an Efficient Texture Model by Supervised Nonlinear Dimensionality Reduction Methods
CIARP '09 Proceedings of the 14th Iberoamerican Conference on Pattern Recognition: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Fast wavelet-packet-based shift-invariant feature extraction
DSP'09 Proceedings of the 16th international conference on Digital Signal Processing
Centroid neural network with chi square distance measure for texture classification
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Using skew Gabor filter in source signal separation and local spectral orientation analysis
Image and Vision Computing
Face recognition from 2D and 3D images using 3D Gabor filters
Image and Vision Computing
SPPRA '07 Proceedings of the Fourth IASTED International Conference on Signal Processing, Pattern Recognition, and Applications
Complex wavelet structural similarity: a new image similarity index
IEEE Transactions on Image Processing
Motion tuned spatio-temporal quality assessment of natural videos
IEEE Transactions on Image Processing
Multichannel texture segmentation using bamberger pyramids
Journal on Image and Video Processing
Local quaternion Fourier transform and color image texture analysis
Signal Processing
Comparing compact codebooks for visual categorization
Computer Vision and Image Understanding
Real coded genetic algorithm for optimal parameters selection in circular Mellin feature extractors
International Journal of Computers and Applications
Motion analysis of 3D ultrasound texture patterns
FIMH'03 Proceedings of the 2nd international conference on Functional imaging and modeling of the heart
SCIA'03 Proceedings of the 13th Scandinavian conference on Image analysis
Efficiently capturing object contours for non-photorealistic rendering
SCIA'07 Proceedings of the 15th Scandinavian conference on Image analysis
Texture based prelens tear film segmentation in interferometry images
Machine Vision and Applications
Texture classification using combined image decomposition methods
Machine Graphics & Vision International Journal
Categorizing laryngeal images for decision support
ACIVS'07 Proceedings of the 9th international conference on Advanced concepts for intelligent vision systems
Texture-based filtering and front-propagation techniques for the segmentation of ultrasound images
EUROCAST'07 Proceedings of the 11th international conference on Computer aided systems theory
Everyday concept detection in visual lifelogs: validation, relationships and trends
Multimedia Tools and Applications
Study of subjective and objective quality assessment of video
IEEE Transactions on Image Processing
Texture classification by modeling joint distributions of local patterns with Gaussian mixtures
IEEE Transactions on Image Processing
Anthropometric 3D Face Recognition
International Journal of Computer Vision
Proceedings of the 9th ACM SIGGRAPH Conference on Virtual-Reality Continuum and its Applications in Industry
A human gait classification method based on radar Doppler spectrograms
EURASIP Journal on Advances in Signal Processing - Special issue on applications of time-frequency signal processing in wireless communications and bioengineering
Theorems for discrete filtered modulated signals
ICASSP'93 Proceedings of the 1993 IEEE international conference on Acoustics, speech, and signal processing: digital speech processing - Volume III
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
Skin texture analysis for medical diagnosis
Proceedings of the 2011 International Conference on Communication, Computing & Security
An algorithm for automatic curve detection
Computational Statistics & Data Analysis
Artificial immune multi-objective SAR image segmentation with fused complementary features
Information Sciences: an International Journal
The use of unwrapped phase in MR image segmentation: a preliminary study
MICCAI'05 Proceedings of the 8th international conference on Medical image computing and computer-assisted intervention - Volume Part II
Automatic branching detection in IVUS sequences
IbPRIA'11 Proceedings of the 5th Iberian conference on Pattern recognition and image analysis
Image retrieval algorithm based on enhanced relational graph
IEA/AIE'11 Proceedings of the 24th international conference on Industrial engineering and other applications of applied intelligent systems conference on Modern approaches in applied intelligence - Volume Part I
Modeling human aesthetic perception of visual textures
ACM Transactions on Applied Perception (TAP)
MICCAI'11 Proceedings of the 2011 international conference on Prostate cancer imaging: image analysis and image-guided interventions
Rotation-invariant texture features from the steered Hermite transform
Pattern Recognition Letters
Intrinsic nonlinear multiscale image decomposition: A 2D empirical mode decomposition-like tool
Computer Vision and Image Understanding
Handwriting documents denoising and indexing using hermite transform
ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I
Wavelet energy signature: comparison and analysis
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
Color texture segmentation based on quaternion-gabor features
CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
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
Optical font recognition of chinese characters based on texture features
ICMLC'05 Proceedings of the 4th international conference on Advances in Machine Learning and Cybernetics
Tensor processing for texture and colour segmentation
SCIA'05 Proceedings of the 14th Scandinavian conference on Image Analysis
Hermite filter-based texture analysis with application to handwriting document indexing
ICIAR'05 Proceedings of the Second international conference on Image Analysis and Recognition
Rotation-Invariant texture classification using steerable gabor filter bank
ICIAR'05 Proceedings of the Second international conference on Image Analysis and Recognition
Texture classification via stationary-wavelet based contourlet transform
IWICPAS'06 Proceedings of the 2006 Advances in Machine Vision, Image Processing, and Pattern Analysis international conference on Intelligent Computing in Pattern Analysis/Synthesis
VLSM'05 Proceedings of the Third international conference on Variational, Geometric, and Level Set Methods in Computer Vision
ACM Transactions on Graphics (TOG) - SIGGRAPH 2012 Conference Proceedings
Space-time spectral model for object detection in dynamic textured background
Pattern Recognition Letters
Evaluation of the Texture Analysis Using Spectral Correlation Function
Fundamenta Informaticae
Geometric transform Invariant Texture Analysis based on Modified Zernike Moments
Fundamenta Informaticae
An approach for extracting illumination-independent texture features
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
Multiscale Texture Extraction with Hierarchical (BV,Gp,L2) Decomposition
Journal of Mathematical Imaging and Vision
Texture feature evaluation for segmentation of historical document images
Proceedings of the 2nd International Workshop on Historical Document Imaging and Processing
Image retrieval based on augmented relational graph representation
Applied Intelligence
Automated defect detection in uniform and structured fabrics using Gabor filters and PCA
Journal of Visual Communication and Image Representation
| Hi-index | 0.15 |
A computational approach for analyzing visible textures is described. Textures are modeled as irradiance patterns containing a limited range of spatial frequencies, where mutually distinct textures differ significantly in their dominant characterizing frequencies. By encoding images into multiple narrow spatial frequency and orientation channels, the slowly varying channel envelopes (amplitude and phase) are used to segregate textural regions of different spatial frequency, orientation, or phase characteristics. Thus, an interpretation of image texture as a region code, or carrier of region information, is emphasized. The channel filters used, known as the two-dimensional Gabor functions, are useful for these purposes in several senses: they have tunable orientation and radial frequency bandwidths and tunable center frequencies, and they optimally achieve joint resolution in space and in spatial frequency. By comparing the channel amplitude responses, one can detect boundaries between textures. Locating large variations in the channel phase responses allows discontinuities in the texture phase to be detected. Examples are given of both types of texture processing using a variety of real and synthetic textures.