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Šifra:
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11308
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ECTS:
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6
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Lecturers in charge:
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Prof. dr. sc.
Sven Lončarić
Bart Bijnens
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English level:
1,1,1
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All teaching activities in the course will be held on English. This level includes courses with multiple groups (i.e., all teaching will be held strictly in Croatian for Croatian groups, and strictly in English for English groups).
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Description:
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Analysis of two-dimensional and three-dimensional images. Image feature extraction. Texture features. Principal component analysis. Edge detection. Gradient and compass operators. Boundary extraction. Image segmentation. Hough transform. Clustering algorithms. Texture description and analysis. Mathematical morphology. Shape description and analysis. Boundary and region representation. Image registration. Neural networks. Expert systems. Motion detection. Optical flow. Applications.
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Literature:
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- M. Sonka, V. Hlavac, R. Boyle: Image Processing, Analysis, and Machine Vision, 2nd Ed., Brooks/Cole, 1999.
- R. M. Haralick, L. G. Shapiro: Computer and Robot Vision, vol. 1, 2, Addison-Wesley, 1992.
- E. R. Davies: Machine Vision, 2nd Ed., Academic Press, 1996.
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