SUBJECT
Image processing software development
practical
master
3
Semester 2/4
Spring semester
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Theoretical summary (color models, color depth, intensity transformations, simple functions)
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Mathematical basis of some image processing functions (time and frequency domain, Fourier-transformation, convolution integral)
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Theory of the digital filters, and practical filters • Some image data format, including satellite image formats (ArcInfo BIL, ENVI BIL, DDM)
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Software development tools for image processing (Bitmap, BitmapData, LockBitmap, Marscal.Interop.Copy, etc.)
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Bitmap to byte array conversion, and vice versa • Binary elevation file reading and displaying
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Samples #1: Develop a raster viewer program, which reads and displays large satellite (BIL) and 3D (DDM) datasets
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Samples #2: Develop a filter program, which contains many filter functions (color inversion, grayscale conversion, low and high pass filters, median filter, edge detectors, and so on)
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Consultation of course work
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Smith: Digital Signal Processing
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Bagdanov A: Style Characterization of Machine Printed Texts, University of Amsterdam, 2004
Suggested literature:
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Farid Hany: Fundamentals of Image Processing