A note on the gradient of a multi-image
Computer Vision, Graphics, and Image Processing - Lectures notes in computer science, Vol. 201 (G. Goos and J. Hartmanis, Eds.)
Low-level segmentation of aerial images with fuzzy clustering
IEEE Transactions on Systems, Man and Cybernetics
Edge extraction using entropy operator
Computer Vision, Graphics, and Image Processing
Modeling and Segmentation of Noisy and Textured Images Using Gibbs Random Fields
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Simultaneous Parameter Estimation and Segmentation of Gibbs Random Fields Using Simulated Annealing
IEEE Transactions on Pattern Analysis and Machine Intelligence
A color clustering technique for image segmentation
Computer Vision, Graphics, and Image Processing
Edge detection in multispectral images
CVGIP: Graphical Models and Image Processing
Detection of regions matching specified chromatic features
Computer Vision and Image Understanding
The Quadtree and Related Hierarchical Data Structures
ACM Computing Surveys (CSUR)
Clustering Algorithms
Digital Image Processing
Multiresolution Color Image Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Markov Random Field Models for Unsupervised Segmentation of Textured Color Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
CAIP '93 Proceedings of the 5th International Conference on Computer Analysis of Images and Patterns
User Interaction in Region-Based Color Image Segmentation
VISUAL '99 Proceedings of the Third International Conference on Visual Information and Information Systems
A region growing and merging algorithm to color segmentation
Pattern Recognition
Vector order statistics operators as color edge detectors
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Edge detection of color images using directional operators
IEEE Transactions on Circuits and Systems for Video Technology
Parallel Local Histogram Comparison Hardware Architecture for Content-Based Image Retrieval
Journal of Intelligent and Robotic Systems
Region saliency as a measure for colour segmentation stability
Image and Vision Computing
Shadow Resistant Road Segmentation from a Mobile Monocular System
IbPRIA '07 Proceedings of the 3rd Iberian conference on Pattern Recognition and Image Analysis, Part II
Color homogram for segmentation of fine needle biopsy images
Machine Graphics & Vision International Journal
Learning Photometric Invariance for Object Detection
International Journal of Computer Vision
Color image segmentation using parallel OptiMUSIG activation function
Applied Soft Computing
Unsupervised color images segmentation using spatial hidden MRF GDPM model
Proceedings of the 7th International Conference on Ubiquitous Information Management and Communication
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Image segmentation is crucial for multimedia applications. Multimedia databases utilize segmentation for the storage and indexing of images and video. Image segmentation is used for object tracking in the new MPEG-7 video compression standard. It is also used in video conferencing for compression and coding purposes. These are only some of the multimedia applications in image segmentation. It is usually the first task of any image analysis process, and thus, subsequent tasks rely heavily on the quality of segmentation. The proposed method of color image segmentation is very effective in segmenting a multimedia-type image into regions. Pixels are first classified as either chromatic or achromatic depending on their HSI color values. Next, a seed determination algorithm finds seed pixels that are in the center of regions. These seed pixels are used in the region growing step to grow regions by comparing these seed pixels to neighboring pixels using the cylindrical distance metric. Merging regions that are similar in color is a final means used for segmenting the image into even smaller regions.