| TSBB03 | Signal and Image Processing, 7 ECTS credits. /Signal- och bildbehandling/ |
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Prel. scheduled
hours: 78 |
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Area of Education: Technology Subject area: Electrical Engineering |
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| Advancement level
(A-D): C
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| Aim: The course intends to give fundamental knowledge about signal and image processing. It is then used to solve problems in medicin and biology. |
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| Prerequisites: (valid for students admitted to programmes within which the course is offered) TSRT01 Introduction in Matlab is recommended. Note: Admission requirements for non-programme students usually also include admission requirements for the programme and threshhold requirements for progression within the programme, or corresponding. |
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| Organisation: The course consists of lectures, laboratory work based on Matlab and a group work based on a literature study or laboratory Matlab work. For the group work, an oral and written presentation is required. |
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| Course contents: 1-D signal processing: Linear systems. Signal and frequency domains.Convolution, correlation, filters, impulse response. Sampling and the sampling theorem. DFT and FFT. Applications: ultrasound, ECG, EEG. 2-D signal processing: Generalization of 1-D results. Images as two-dimensional signals. Filtering of images. Resampling and interpolation. Applications: tomography, magnetic resonance imaging, microscopy, image restoration, image reconstruction, image compression. |
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| Course literature: In swedish: Anders Svärdström: Signaler och system. A swedish compendium about image processing. Alternative litterature: Oppenheim: Signals and systems. Prentice-Hall. |
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| Examination: | |||
| A written examination Laboratory work |
3 p 1,5 p |
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Course language is Swedish. Department offering the course: ISY. Director of Studies: Klas Norberg Examiner: Maria Magnusson Seger Link to the course homepage at the department Course Syllabus in Swedish |
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