원문정보
초록
영어
An image segmentation fast method based on multi-scale belief propagation is proposed to solve the concrete CT image segmentations problem. Firstly, according to the feature of belief propagation algorithm, a self-characteristic multiscale belief propagation(MBP) is proposed; Then, according to compute complexity problem in process of belief messages propagation, a method to reduce quantity of algorithm compute is proposed; Finally, using standard images to validate nicety and speediness on our method ,and applying on concrete CT image segmentation. The experiment results show that the proposed method can improve efficiency and precision of the image segmentation, and afford an important assisting method on concrete meso-structure CT image study of architecture projection. The method has important projection applying meaning.
목차
1. Introduction
2. Image Model
3. SBP (Standard Belief Propagation) Image Segmentation Algorithm
4. Multi-scale Fast Algorithms
5. Image Segmentation and Experimental Analysis
5.1. Standard Image Segmentation experiment
5.2. Concrete CT image segmentation
6. Conclusions
Acknowledgements
References