| | Standard Course Syllabus | Course Supervisor | Date of Approval |
| | Dept. of Electrical and Computer Engineering | Boyer | 5/05 |
| | 707 | Digital Image Processing |
| | 2. | CATALOG DESCRIPTION |
| | Fundamentals and research directions in image processing: Fourier transforms, sampling, filtering and restoration, |
| | compression, edge detection and feature extraction. |
| | Quarters of Offering | Credits | | Level | Class Meeting |
| | Wi Qtr. | 3 | U G | 3 cl. |
| | Course Prerequisites |
| | Prereq: 600, Math 530 or Stat 427 or equiv; or grad standing. |
| | 3. | PREREQUISITES BY TOPIC |
| | Digital signal processing, probability and random variables, linear algebra, basic geometry. |
| | Courses that require this as a direct prerequisite |
| | 863 |
| | 4. | Text(s) and Other Course Materials | Author(s) | Publisher |
| | Computer Vision: A Modern Approach, 2003 | Forsyth and Ponce | Prentice-Hall |
| | ISBN: 0-13-085198-1 |
| | References (supplemental reading) |
| | [1] Fundamentals of Digital Image Processing: Jain |
| | [2] Introduction to Digital Image Processing: Gonzalez and Woods |
| | [3] Three-Dimensional Computer Vision: Faugeras, MIT Press |
| | 5. | COURSE OBJECTIVES |
| | 1. Students learn the mathematical underpinnings of digital image processing. (Criterion 3(a)) |
| | 2. Students learn to develop image processing solutions through computer projects and real image experiments, document |
| | with written reports. (Criteria 3(a),(b),(c),(g),(k)) |
| | 3. Students develop an image processing system to meet a broad set of design specifications, working in teams, and |
| | presenting the results in formal reports. (Criteria 3(a),(b),(c),(d),(e),(g),(k)) |
| | 6. | TOPICS AND (# OF LECTURES) |
| | Camera Models (5) |
| | Camera Calibration (3) |
| | Geometry of Multiple Views and Stereo (5) |
| | Introduction to Structure from Motion (3) |
| | Radiometry, Shadows and Shading (5) |
| | Introduction to Optical Flow and Segmentation (3) |
| | Linear Filters (3) |
| | Data Compression (1) |
| | Projects (2) |
| | 7. | CLASS MEETING PATTERN | (For example, "3cl." means 3 48-min classes per week.) |
| | 3 cl. |
| | Thursday, August 14, 2008 09:19 AM |
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