Retrieval of images by spatial and object similarities
Information Processing and Management: an International Journal
Color-based image retrieval using perceptually modified Hausdorff distance
Journal on Image and Video Processing - Color in Image and Video Processing
Journal of Visual Communication and Image Representation
Perceptually-Based Functions for Coarseness Textural Feature Representation
IbPRIA '07 Proceedings of the 3rd Iberian conference on Pattern Recognition and Image Analysis, Part I
Image Segmentation Based on Cluster Ensemble
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
Color in image and video processing: most recent trends and future research directions
Journal on Image and Video Processing - Color in Image and Video Processing
MICAI '08 Proceedings of the 7th Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence
Color-texture segmentation using unsupervised graph cuts
Pattern Recognition
Segmentation using Appearance of Mesostructure Roughness
International Journal of Computer Vision
Texture Measuring by Means of Perceptually-Based Fineness Functions
IbPRIA '09 Proceedings of the 4th Iberian Conference on Pattern Recognition and Image Analysis
User-centric image segmentation using an interactive parameter adaptation tool
Pattern Recognition
Segmentation-driven image fusion based on alpha-stable modeling of wavelet coefficients
IEEE Transactions on Multimedia
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
A three-level clustering algorithm for color texture segmentation
Proceedings of the International Conference and Workshop on Emerging Trends in Technology
SCIA'07 Proceedings of the 15th Scandinavian conference on Image analysis
Video segmentation for markerless motion capture in unconstrained environments
ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part II
Color image segmentation based on the normal distribution and the dynamic thresholding
ICCSA'07 Proceedings of the 2007 international conference on Computational science and its applications - Volume Part I
A fast and robust image segmentation using FCM with spatial information
Digital Signal Processing
Structural similarity metrics for texture analysis and retrieval
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
A color- and texture-based image segmentation algorithm
Machine Graphics & Vision International Journal
Image inpainting with salient structure completion and texture propagation
Pattern Recognition Letters
An embedded software-reconfigurable color segmentation architecture for image processing systems
Microprocessors & Microsystems
Detecting false captioning using common-sense reasoning
Digital Investigation: The International Journal of Digital Forensics & Incident Response
Segmentation of objects in a detection window by Nonparametric Inhomogeneous CRFs
Computer Vision and Image Understanding
Eigen combination of colour and texture informations for image segmentation
ICISP'12 Proceedings of the 5th international conference on Image and Signal Processing
Pattern classification of dermoscopy images: A perceptually uniform model
Pattern Recognition
An Improved Medical Decision Support System to Identify the Diabetic Retinopathy Using Fundus Images
Journal of Medical Systems
A Swarm Intelligence inspired algorithm for contour detection in images
Applied Soft Computing
Multi-objective image segmentation with an interactive evolutionary computation approach
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - Computational intelligence models for image processing and information reasoning
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We propose a new approach for image segmentation that is based on low-level features for color and texture. It is aimed at segmentation of natural scenes, in which the color and texture of each segment does not typically exhibit uniform statistical characteristics. The proposed approach combines knowledge of human perception with an understanding of signal characteristics in order to segment natural scenes into perceptually/semantically uniform regions. The proposed approach is based on two types of spatially adaptive low-level features. The first describes the local color composition in terms of spatially adaptive dominant colors, and the second describes the spatial characteristics of the grayscale component of the texture. Together, they provide a simple and effective characterization of texture that the proposed algorithm uses to obtain robust and, at the same time, accurate and precise segmentations. The resulting segmentations convey semantic information that can be used for content-based retrieval. The performance of the proposed algorithms is demonstrated in the domain of photographic images, including low-resolution, degraded, and compressed images.