Combined local color and texture analysis of stained cells
Computer Vision, Graphics, and Image Processing
A Computational Approach to Edge Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Image Structure Representation and Processing: A Discussion of Some Segmentation Methods in Cytology
IEEE Transactions on Pattern Analysis and Machine Intelligence
Algorithms for clustering data
Algorithms for clustering data
Bayesian Clustering for Unsupervised Estimation of Surface and Texture 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
Unsupervised texture segmentation using Gabor filters
Pattern Recognition
A review of recent texture segmentation and feature extraction techniques
CVGIP: Image Understanding
Handbook of pattern recognition & computer vision
Address block location using color and texture analysis
CVGIP: Image Understanding
Reflectance and texture of real-world surfaces
ACM Transactions on Graphics (TOG)
Filtering for Texture Classification: A Comparative Study
IEEE Transactions on Pattern Analysis and Machine Intelligence
Segmentation of Color Textures
IEEE Transactions on Pattern Analysis and Machine Intelligence
Normalized Cuts and Image Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence
The Earth Mover's Distance as a Metric for Image Retrieval
International Journal of Computer Vision
Unsupervised Segmentation of Color-Texture Regions in Images and Video
IEEE Transactions on Pattern Analysis and Machine Intelligence
SIMPLIcity: Semantics-Sensitive Integrated Matching for Picture LIbraries
IEEE Transactions on Pattern Analysis and Machine Intelligence
Mean Shift: A Robust Approach Toward Feature Space Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
Color texture segmentation using feature distributions
Pattern Recognition Letters
Blobworld: Image Segmentation Using Expectation-Maximization and Its Application to Image Querying
IEEE Transactions on Pattern Analysis and Machine Intelligence
Yet Another Survey on Image Segmentation: Region and Boundary Information Integration
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
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)
Quantitative methods of evaluating image segmentation
ICIP '95 Proceedings of the 1995 International Conference on Image Processing (Vol. 3)-Volume 3 - Volume 3
Multicue MRF Image Segmentation: Combining Texture and Color Features
ICPR '02 Proceedings of the 16 th International Conference on Pattern Recognition (ICPR'02) Volume 1 - Volume 1
Outex - New Framework for Empirical Evaluation of Texture Analysis Algorithms
ICPR '02 Proceedings of the 16 th International Conference on Pattern Recognition (ICPR'02) Volume 1 - Volume 1
Bayesian Fusion of Color and Texture Segmentations
ICCV '99 Proceedings of the International Conference on Computer Vision-Volume 2 - Volume 2
An empirical approach to grouping and segmentation
An empirical approach to grouping and segmentation
Learning to Detect Natural Image Boundaries Using Local Brightness, Color, and Texture Cues
IEEE Transactions on Pattern Analysis and Machine Intelligence
Efficient Graph-Based Image Segmentation
International Journal of Computer Vision
"GrabCut": interactive foreground extraction using iterated graph cuts
ACM SIGGRAPH 2004 Papers
Integration of Feature Distributions for Colour Texture Segmentation
ICPR '04 Proceedings of the Pattern Recognition, 17th International Conference on (ICPR'04) Volume 1 - Volume 01
WACV-MOTION '05 Proceedings of the Seventh IEEE Workshops on Application of Computer Vision (WACV/MOTION'05) - Volume 1 - Volume 01
Color texture measurement and segmentation
Signal Processing - Special section on content-based image and video retrieval
A Measure for Objective Evaluation of Image Segmentation Algorithms
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Workshops - Volume 03
Unsupervised color-texture segmentation based on soft criterion with adaptive mean-shift clustering
Pattern Recognition Letters
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Unsupervised Texture Segmentation by Spectral-Spatial-Independent Clustering
ICPR '06 Proceedings of the 18th International Conference on Pattern Recognition - Volume 02
International Journal of Computer Vision
Color-texture image segmentation by integrating directional operators into JSEG method
Pattern Recognition Letters
A color image segmentation approach for content-based image retrieval
Pattern Recognition
Toward Objective Evaluation of Image Segmentation Algorithms
IEEE Transactions on Pattern Analysis and Machine Intelligence
Bayesian Region Growing and MRF-based Minimization for Texture and Colour Segmentation
WIAMIS '07 Proceedings of the Eight International Workshop on Image Analysis for Multimedia Interactive Services
Quaternion color texture segmentation
Computer Vision and Image Understanding
Globally adaptive region information for automatic color-texture image segmentation
Pattern Recognition Letters
MAC: Magnetostatic Active Contour Model
IEEE Transactions on Pattern Analysis and Machine Intelligence
Unsupervised segmentation of natural images via lossy data compression
Computer Vision and Image Understanding
Image segmentation evaluation: A survey of unsupervised methods
Computer Vision and Image Understanding
Morphological segmentation on learned boundaries
Image and Vision Computing
A customized Gabor filter for unsupervised color image segmentation
Image and Vision Computing
Color-texture segmentation using unsupervised graph cuts
Pattern Recognition
Pattern analysis of dermoscopic images based on Markov random fields
Pattern Recognition
Computer Vision and Image Understanding
Color texture segmentation based on the modal energy of deformable surfaces
IEEE Transactions on Image Processing
Automatic image segmentation by dynamic region growth and multiresolution merging
IEEE Transactions on Image Processing
Image segmentation based on GrabCut framework integrating multiscale nonlinear structure tensor
IEEE Transactions on Image Processing
Colour, texture, and motion in level set based segmentation and tracking
Image and Vision Computing
Colour saliency-based parameter optimisation for adaptive colour segmentation
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Active contouring based on gradient vector interaction and constrained level set diffusion
IEEE Transactions on Image Processing
A label field fusion Bayesian model and its penalized maximum rand estimator for image segmentation
IEEE Transactions on Image Processing
Markov Random Field Texture Models
IEEE Transactions on Pattern Analysis and Machine Intelligence
Performance evaluation of image segmentation
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part I
Tensor processing for texture and colour segmentation
SCIA'05 Proceedings of the 14th Scandinavian conference on Image Analysis
Combined color and texture segmentation based on fibonacci lattice sampling and mean shift
ICIAR'05 Proceedings of the Second international conference on Image Analysis and Recognition
Image segmentation and similarity of color-texture objects
IEEE Transactions on Multimedia
Color and texture image retrieval using chromaticity histograms and wavelet frames
IEEE Transactions on Multimedia
A color texture based visual monitoring system for automatedsurveillance
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Automatic watershed segmentation of randomly textured color images
IEEE Transactions on Image Processing
A multiscale representation including opponent color features for texture recognition
IEEE Transactions on Image Processing
Adaptive perceptual color-texture image segmentation
IEEE Transactions on Image Processing
Unsupervised multiscale color image segmentation based on MDL principle
IEEE Transactions on Image Processing
Fusion of Hidden Markov Random Field Models and Its Bayesian Estimation
IEEE Transactions on Image Processing
Adaptive Segmentation of Textured Images by Using the Coupled Markov Random Field Model
IEEE Transactions on Image Processing
Segmentation by Fusion of Histogram-Based -Means Clusters in Different Color Spaces
IEEE Transactions on Image Processing
A multiscale random field model for Bayesian image segmentation
IEEE Transactions on Image Processing
Eigen combination of colour and texture informations for image segmentation
ICISP'12 Proceedings of the 5th international conference on Image and Signal Processing
LS-SVM based image segmentation using color and texture information
Journal of Visual Communication and Image Representation
Determination of road traffic parameters based on 3d wavelet representation of an image sequence
ICCVG'12 Proceedings of the 2012 international conference on Computer Vision and Graphics
Color texture classification based on gravitational collapse
Pattern Recognition
A mobile, lightweight, poll-based food identification system
Pattern Recognition
Hi-index | 0.01 |
The adaptive integration of the colour and texture attributes in the development of complex image descriptors is one of the most investigated topics of research in computer vision. The substantial interest shown by the research community in colour-texture-based segmentation is mainly motivated by two factors. The first is related to the observation that the imaged objects are often described at perceptual level by distinctive colour and texture characteristics, while the second is motivated by the large spectrum of possible applications that can be addressed by the colour-texture integration in the segmentation process. Over the past three decades a substantial number of techniques in the field of colour-texture segmentation have been reported and it is the aim of this article to thoroughly evaluate and categorise the most relevant algorithms with respect to the modality behind the integration of these two fundamental image attributes. In this paper we also provide a detailed discussion about data collections, evaluation metrics and we review the performance attained by state of the art implementations. We conclude with a discussion that samples our views on the field of colour-texture image segmentation and this is complemented with an examination of the potential future directions of research.