Biomedical Image Processing

Catalog description

(same as CMP_SC 8675 ). This course introduces students to the fundamentals of biomedical image processing and analysis with an emphasis on cellular and tissue microscopy along with anatomical imaging. The course will cover image and video processing techniques and pipelines for image enhancement, restoration, registration, detection, segmentation, classification, and motion analysis that are tailored for biomedical image informatics. This course will provide a rich exposure to a broad range of imaging datasets from the molecular to the anatomical; and train students to implement algorithms for moderately complex tasks in biomedical image analysis. This course is suitable for graduate students in all fields of engineering and science who are interested in understanding and implementing biomedical and biological image analytics and are seeking pointers to the broad literature in the field. Graded on A-F basis only. Credit Hour s : 3 Prerequisites: ECE 4655 / ECE 7655 or CMP_SC 4650 / CMP_SC 7650 or instructor's consent