Statistical Image Processing

Subject: 
Systems Design Engineering (SYDE)
Catalog number: 
672
Unit weight: 
0.50
Meet type: 
LEC
Grading basis: 
NUM
Cross-listing(s): 
N/A
Requisites: 
Antireq: SYDE 770 Topic 4 - Statistical Image Processing
Description: 
Images are all around us! The proliferation of low-cost, high-quality imaging devices has led to an explosion in acquired images. Where these images are acquired from a microscope, telescope, satellite, or medical imaging device there is a statistical image processing task: the interference of something - an artery, a road, a DNA marker, an oil spill - from imagery, possibly noisy, blurry, or incomplete. The goal of this course is to address methods for solving multidimensional statistical problems, emphasizing theory, mathematical modeling, and algorithms. Specific topics of interest include inverse problems, multidimensional modeling, random fields, and hierarchical methods.
Topic titles: 
N/A
Faculty: 
Engineering (ENG)
Academic level: 
GRD
Course ID: 
014491