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An overview of cs 519 – signal & image processing course offered at oregon state university. The course covers digital image processing, prerequisites, assignments, grading, academic dishonesty, and more. Students will learn level operations, algebraic and logical operations, geometric transformations, filtering, sampling, restoration, color processing, and compression. Applications include multimedia, image editing, medical imaging, compression, document processing, and image libraries.
Typology: Quizzes
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Friday 10:00 – 11:
Rafael C. Gonzalez and Richard E. Woods
C++ Qt (multi-platform windowing and graphical user environment library)
Calculus Complex numbers/arithmetic Statistics Linear system theory Algebra Linear algebra
Qt & Histograms Histogram Equalization, Image Rotation, Convolution Fourier Transform Filtering, Color Spaces, Compression Maybe one other
Programming projects 50% Midterm 20% Final 30%
Audio Radio/Television Images
f ( t ): voice, music, nerve impulses, radar
f ( x , y ): images (grayscale, color, multi-spectral) f ( x , y , z ): medical scans (CT, MRI, PET)
f ( x , y , t ): video/movies
Modems/Networks/Wireless Audio
Restoration/Cleanup Enhancement Storage/Retrieval/Searching Manipulation
Signal Æ Function conveying information Image Æ Signal with (at least) 2 spatial dimensions
Image Description
Image Processing
Computer Vision
Computer Graphics
Tracking and segmenting objects in a movie Modeling object boundary edges
Generate 3-D models of objects from video or multiple images Render the models with original image texture from new viewpoints under different lighting conditions
