DASC 6050 - Digital Image Analysis and Understanding

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P: Enrolled in the master of science in data science program or consent of instructor. Mathematical techniques and algorithms for extracting knowledge from images. Algorithms and tools for knowledge extraction include image sampling, quantization, intensity transformations, and spatial filtering. Frequency domain filters for image restoration and reconstruction. Techniques for color imaging, wavelets, morphological processing, segmentation, and scene description.