| TSBB52 | Image Analysis, 5 ECTS credits. /Bildanalys/ |
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Prel. scheduled
hours: 60 |
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Area of Education: Technology Subject area: Electrical Engineering/Computer Engineering |
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| Advancement level
(A-D): D
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| Aim: To provide a systematic description about methods and tools for digital image processing. |
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| Prerequisites: (valid for students admitted to programmes within which the course is offered) TSDT25 Signals and systems (D program), or TSDT78 Signals and systems (I,Ii,Y program). 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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| Supplementary courses: TSBB35 Multidimensional signalanalysis, TSBB02 Computer Vision, TSBK02 Image and audio coding, TBMI26 Classification, Learning and Neural Nets, TBMT45 Medical imaging, TSBB50 Image processing project course. TFSB05 Image reconstruktion and computer tomography |
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| Organisation: The course consists of lectures, classroom lectures and computer exercises. |
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| Course contents: Orientation about optics and microscopy. Cameras and camera calibration. Shading correction. Range cameras. Short repetition about 2D signal processing basics: 2D fourier transform and sampling, convolution kernels. Histogram and thresholding. Binary image processing. Image restoration with wiener filter. Matched filters and pattern recognition. Non-linear filters. 3D signal processing: 3D-volumes and optical flow. Edge and line detection. Computer exercices: 1) Binary image procession 2) Optical character recognition 3) Automatic counting of blod cells 4) Image restoration. Hough transform. Non-linear filters. 5) Network camera and range camera. 6) Optical flow. Improvement of finger prints. |
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| Course literature: Compendium |
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| Examination: | |||
| A written examination Laboratory work |
2,5 p 1 p |
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Course language is Swedish. Department offering the course: ISY. Director of Studies: Klas Nordberg Examiner: Maria Magnusson Seger, Ingemar Ragnemalm Course Syllabus in Swedish |
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