This is a substantial revision of a well-received undergraduate text in biomedical image processing with a strong incorporation of MATLAB (R). Each chapter has been revised and updated with new chapters added in morphological operations, validation of image analysis methods, and image registration. Substantial updates have been given to chapters on medical imaging systems, image segmentation methods, and deformation models. The book also includes new modalities such as ultrasound, and more.