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SGN-3016 DIGITAL IMAGE PROCESSING I, 5 cr
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Person responsible
Prof. Moncef Gabbouj
Lecturers
Moncef Gabbouj, Professor, room TF406, moncef.gabbouj@tut.fi
Lecture room and time
Per I: Monday 12 - 14, TB215
Per I: Monday 12 - 14, TB223
Per I: Wednesday 10 - 12, TB223
Implementation rounds
Implementation 1
| Period 1 | Period 2 | Period 3 | Period 4 | Period 5 | Summer | Language of instruction | |
| Lecture | 4 h/week | - | - | - | - | - | In English only |
| Exercise | 4 h/week | - | - | - | - | - | In English only |
| Exam | In English only | ||||||
Objectives
Fundamentals of digital image processing.
Contents
| Content | Core content | Complementary knowledge | Specialist knowledge |
| 1. | Fundamentals of digital image processing are discussed. | Sampling theorem and theory of quantization. | Nonlinear filtering. |
| 2. | Image formation, sampling, quantization and the human visual system. | Fourier Transforms. | Image analysis and segmentation. |
| 3. | Image Enhancement in spatial and frequency domains. | Imputlse response and frequency response of Linear Filters. | |
| 4. | Image restoration in spatial and frequency domains. | Theory of transforms. | |
| 5. | Color spaces and color image processing. | Colorimetry. |
Requirements for completing the course
Exercises, project work and final exam.
Assessment criteria
Grading is on the scale of 1-5. In order to pass the course, students must collect at least half the points from the final exam and half the points from the exercises.
Study material
| Type | Name | Author | ISBN | URL, edition, availablitity... | Exam material | Language |
| Book | "Digital Image Processing" | R. Gonzalez and R. Woods | http://www.imageprocessingplace.com/, 2. painos, Prentice-Hall, New Jersey, 2002 | Yes | English |
Prerequisites
| Number | Name | Credits | M/R |
| OHJ-1100 | Programming I | 4 | Recommendable |
| OHJ-1106 | Programming I | 4 | Recommendable |
| SGN-1106 | Introductory Signal Processing | 3 | Mandatory |
| SGN-1200 | Signal Processing Methods | 4 | Mandatory |
Additional information related to prequisites
Either SGN-1106 or SGN-1200 is required.
Other comments
Courses SGN-3016 and SGN-3010 are mutually exclusive. Only one can be taken.
Correspondence of content
8002103 Digital Image Processing
| Last modified | 29.08.2005 |
| Modified by | Moncef Gabbouj |