Image Analysis Using Multigrid Relaxation Methods
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multiple Resolution Representation and Probabilistic Matching of 2-D Gray-Scale Shape
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multiple resolution imagery and texture analysis
Pattern Recognition
A Renormalization Group Approach to Image Processing Problems
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multiresolution Feature Extraction and Selection for Texture Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Edge-Labeling Using Dictionary-Based Relaxation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multiple Resolution Segmentation of Textured Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Unsupervised texture segmentation using Gabor filters
Pattern Recognition
A physical approach to color image understanding
A physical approach to color image understanding
Unsupervised segmentation of noisy and textured images using Markov random fields
CVGIP: Graphical Models and Image Processing
Identifying high level features of texture perception
CVGIP: Graphical Models and Image Processing
A review of recent texture segmentation and feature extraction techniques
CVGIP: Image Understanding
Representing the color aspect of texture images
Pattern Recognition Letters
Multiscale minimization of global energy functions in some visual recovery problems
CVGIP: Image Understanding
Structural texture segmentation using irregular pyramid
Pattern Recognition Letters
Multimodal Estimation of Discontinuous Optical Flow using Markov Random Fields
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multiresolution Color Image Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Structural Matching in Computer Vision Using Probabilistic Relaxation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Edge Flow: A Framework of Boundary Detection and Image Segmentation
CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
A computational model of texture perception
A computational model of texture perception
Color indexing
A human vision based computational model for chromatic texture segregation
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Multiresolution Gauss-Markov random field models for texture segmentation
IEEE Transactions on Image Processing
Content-Based Image Retrieval at the End of the Early Years
IEEE Transactions on Pattern Analysis and Machine Intelligence
Color texture segmentation using feature distributions
Pattern Recognition Letters
Strategies for image segmentation combining region and boundary information
Pattern Recognition Letters
Color Texture-Based Object Detection: An Application to License Plate Localization
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
State of the art on automatic road extraction for GIS update: a novel classification
Pattern Recognition Letters
International Journal of Computer Vision
Induction operators for a computational colour-texture representation
Computer Vision and Image Understanding - Special issue on color for image indexing and retrieval
Color texture measurement and segmentation
Signal Processing - Special section on content-based image and video retrieval
Comparative experiment with colour texture classifiers using the CCR feature space
Pattern Recognition Letters
On the convergence of image compression and object recognition
Proceedings of the 43rd annual Southeast regional conference - Volume 2
Making colors worth more than a thousand words
Proceedings of the 2008 ACM symposium on Applied computing
A Bio-inspired Neural Model for Colour Image Segmentation
ANNPR '08 Proceedings of the 3rd IAPR workshop on Artificial Neural Networks in Pattern Recognition
Color-texture segmentation using unsupervised graph cuts
Pattern Recognition
Image Segmentation based on Inter-feature Distance Maps
Proceedings of the 2005 conference on Artificial Intelligence Research and Development
Multi-spectral Texture Characterisation for Remote Sensing Image Segmentation
IbPRIA '09 Proceedings of the 4th Iberian Conference on Pattern Recognition and Image Analysis
Digital Image Splicing Using Edges
PCM '09 Proceedings of the 10th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Unsupervised colour image segmentation applied to printing quality assessment
Image and Vision Computing
Supervised segmentation of volume textures using 3D probabilistic relaxation
SCIA'03 Proceedings of the 13th Scandinavian conference on Image analysis
Color-based image retrieval from high-similarity image databases
SCIA'03 Proceedings of the 13th Scandinavian conference on Image analysis
SCIA'07 Proceedings of the 15th Scandinavian conference on Image analysis
Polygon change detection for SPOT5 color image using multi-feature-clustering-analysis
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
Application-independent feature selection for texture classification
Pattern Recognition
Wish I hadn't clicked that: context based icons for mobile web navigation and directed search tasks
Proceedings of the 16th international conference on Intelligent user interfaces
Unsupervised texture-based image segmentation through pattern discovery
Computer Vision and Image Understanding
An active contour model guided by LBP distributions
ACIVS'06 Proceedings of the 8th international conference on Advanced Concepts For Intelligent Vision Systems
An embedded software-reconfigurable color segmentation architecture for image processing systems
Microprocessors & Microsystems
3D thumbnails for mobile media browser interface with autostereoscopic displays
MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling
An Expert Support System for Breast Cancer Diagnosis using Color Wavelet Features
Journal of Medical Systems
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This paper describes an approach to perceptual segmentation of color image textures. A multiscale representation of the texture image, generated by a multiband smoothing algorithm based on human psychophysical measurements of color appearance is used as the input. Initial segmentation is achieved by applying a clustering algorithm to the image at the coarsest level of smoothing. The segmented clusters are then restructured in order to isolate core clusters, i.e., patches in which the pixels are definitely associated with the same region. The image pixels representing the core clusters are used to form 3D color histograms which are then used for probabilistic assignment of all other pixels to the core clusters to form larger clusters and categorise the rest of the image. The process of setting up color histograms and probabilistic reassignment of the pixels to the clusters is then propagated through finer levels of smoothing until a full segmentation is achieved at the highest level of resolution.