ECTS
ECTS Course Catalogue
Course details
Course code: IGN20742o14Semester: 2014/2015 summer
Name: Digital Image Processing
Major: Geodesy and Cartography
Study Type: second cycle
Course type: compulsory
Study Semester: 2
ECTS points: 4
Hours (Lectures / Tutorials / Other): 9 / 18 / 0
Lecturer: dr inż. Przemysław Tymków
Language of instruction: Polish
Learning outcomes: Student has a knowledge and utility to implement digital image processing methods for image correction, improving image perception and classification. Student can use digital image techniques implemented in commercial software uses in photogrammetric, remote sensing, geodesy and cartography.
Competences: Completion of the course gives the utility of using basic digital image processing methods and techniques.
Prerequisites: Computer sciences
Course content: Methods of obtaining digital images. Digital image characteristics – quantization, resolution, spectral characteristics. Storing digital images: file formats, compression methods. Radiometric corrections. Changing resolution, resampling, image pyramids. Digital filtering using convolution matrix. Improving image quality. Feature recognition. Texture analysis. Image correlation. Histogram. PCA method. Classification of images.
Recommended literature: R. Tadeusiewicz, P. Kohorda,: Komputerowa analiza i przetwarzanie obrazów, Wydawnictwo Fundacji Postępu Telekomunikacji, Kraków 1997
J. Adamczyk, K. Będkowski,: Metody cyfrowe w teledetekcji, Wydawnictwo SGGW, Warszawa 2005
Assessment methods: Writing test. Oral exam. Required passing practical course.
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