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Topic
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Reading
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Introduction: What is image processing? Areas related to image
processing. Computer imaging systems. Human eye. Resolution concerns.
Image formats
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Chapter 1
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Image digitization, image properties, noise in images
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Chapter 2.2-2.3
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Data structures for image analysis:
image data structures, relational structures, hierarchical structures
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Chapter 3
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Unitary transforms: cosine and sine, Hadamard, Haar, Sampling and the FT.
Hadamard, Walsh, transforms.
Discrete cosine transform. Hotelling (Karhunen-Loeve) transform. Linear
systems
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2.1, chapter 12, handout
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Image Pre-processing: pixel brightness transformation, geometric
transformations, local filtering using masks (Neighborhood operations),
edge detection, Image restoration
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chapter 4
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Image segmentation: threshold based, edge-based, region based,
matching
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Chapter 5 |
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Shape representation and description
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Chapter 6
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Mathematical morphology
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Chapter 11
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Texture
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Chapter 14
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Image data compression
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Chapter 13
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