syllabus - a. Histogram Analysis and Modification, point...

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CMPEN/EE 455: Digital Image Processing I Fall 2009 Syllabus 1. a. Image Processing Overview b. Elements of Visual Perception c. Digital Image Model, Sampling and Quantization d. Basic Relationships between Pixels: connectivity, adjacency, connected components 2. (3 weeks) Image Transforms, Image Enhancement in the Frequency Domain - chapter 4 a. 1-D and 2-D Fourier Transform and Properties b. Sampling of 2-D quantities; relationship between spatial and frequency domains c. Discrete Fourier Transform (DFT) and Properties; Fast Fourier Transform (FFT) d. Filtering using transforms, convolution 3. (3.5 weeks) Image Enhancement in the Spatial Domain - chapter 3
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Unformatted text preview: a. Histogram Analysis and Modification, point processing b. Linear and Nonlinear Filters, mask operators c. Sharpening Techniques 4. (2.5 weeks) Image Analysis and Segmentation chapters 9 and 10 a. Ch. 10: Feature Detection: points, lines, edges b. Ch. 10: Thresholding c. Ch. 9: Morphological Image Processing: erosion, dilation, and basic operations 5. (1 week) Color Image Processing chapter 6 a. Color Fundamentals and Models b. Basic Color Image Processing 6. (2 weeks) Image Compression chapter 8; review papers a. Encoder/Decoder Model, Shannons theorem b. Variable-length Codes (run-length, Huffman) c. JPEG, MPEG...
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