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Apr 19, 2024
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CS 6850 - Image Understanding
Comprehensive study of image understanding and computer vision techniques. Topics include low-level image analysis methods, image formation, cameral calibration, edge detections, feature detection, region segmentation, color image segmentation, techniques for inferring three dimensional information from 2D images, and three dimensional object modeling and recognition.
Requisites:
Credit Hours: 3
Repeat/Retake Information: May not be retaken.
Lecture/Lab Hours: 3.0 lecture
Grades: Eligible Grades: A-F,WP,WF,WN,FN,AU,I
Learning Outcomes:
- Students will develop the ability to apply image understanding techniques to specific 2D and 3D vision problems, including object recognition.
- Students will gain knowledge of low, mid, and high level computer vision algorithms.
- Students will gain knowledge of the mathematical foundations of geometric transformations and camera transformations.
- Students will gain knowledge of the structure of an advanced computer vision system.
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