Bayesian segmentation and restoration of magnetic resonance brain images

• Main Author: Tan, Choong Leong.
• Other Authors: Rajapakse, Jagath Chandana
• Format: Theses and Dissertations
• Published: 2008
• Subjects: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; DRNTU::Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision; DRNTU::Engineering::Computer science and engineering::Computer applications::Life and medical sciences
• Online Access: http://hdl.handle.net/10356/2454
• Institution: Nanyang Technological University

My objective in this research is to develop and extend existing image restora-tion techniques by introducing more powerful image models for MR images. The approach shall also be automated, data-driven, and require very minimal inter-ference from users so that neurologists can concerntrate on their j...