Multilabel random walker image segmentation using prior models

• Published in: 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) Vol. 1; pp. 763 - 770 vol. 1
• Main Author: Grady, L.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 2005
• Subjects: Computer vision; Image segmentation; Machine learning; Machine learning algorithms; Pattern recognition; Probability; Random variables; Scattering; System testing; Visualization

The recently introduced random walker segmentation algorithm by Grady and Funka-Lea (2004) has been shown to have desirable theoretical properties and to perform well on a wide variety of images in practice. However, this algorithm requires user-specified labels and produces a segmentation where eac...