GISC 4490 - Advanced Image Processing

Institution:

University of North Georgia

Subject:

GEOGRAPHIC INFORMATION SCIENCE

Description:

This course covers advanced image processing techniques and their application to solving real world environmental problems. These algorithms include noise modeling, filtering, geometric transformations, wavelets and multi-resolution processing, boundary extraction, region filling, thinning, thickening, pruning, region growing, self-organizing map and fuzzy c-means clustering. This course will also include LIDAR, RADAR, Sensor Fusion, sub-pixel classification and decision tree analysis. Students will also learn hands on techniques for spectral signature measurement and their application to classification techniques. Students will also be introduced to the basics of medical and nano-technology imaging.

Credits:

3.00

Credit Hours:

Prerequisites:

Corequisites:

Exclusions:

Level:

Instructional Type:

Lecture

Notes:

Additional Information:

Historical Version(s):

Institution Website:

www.gc.peachnet.edu

Phone Number:

(678) 717-3639

Regional Accreditation:

Southern Association of Colleges and Schools

Calendar System:

Semester

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