Digital Image Processing: Applications, Fields, and Signal Types
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Presentation Transcript
Contents • What is Image Processing? • Digital Image Processing • Electromagnetic Spectrum • Steps in Digital Image Processing Chapter 9
What is Image Processing? Chapter 9
Application Area Chapter 9
Image Processing Fields Chapter 9
Image Processing Fields Chapter 9
Digital Image Processing • “Digital Image”? • Digital • Image • “Image Processing”? Chapter 9
Digital Image Processing What is a signal? A signal is a function that maps a set (domain) to another set (range) Chapter 9
Digital Image Processing A signal is a function that maps a set (domain) to another set (range) For each point in time (t), assign a voltage value (y(t)). Domain = time interval Range = voltage interval Chapter 9
Digital Image Processing • Image • An image is a two-dimensional signal A signal is called two-dimensional if the domain is two-dimensional Chapter 9
Digital Image Processing • Image • An image is a two-dimensional signal Chapter 9
Digital Image Processing • Digital Image • Vs Analog image? • Digital vs analog signal Chapter 9
Signal Types • Domain • Range • Countable • Quantized Signal Chapter 9
Digital Signal • A signal is “digital” • if both the domain andthe rangeare countable • I.e., if it is a quantized discrete-time (or -space) signal Chapter 9
Digital Image Processing • Digital Image • A digital image is a two-dimensional signal with a countable domain and a countable range Chapter 9
Digital Image Processing • Digital Image Chapter 9
Digital Signal • How is a digital signal formed? • Discrete domain • Domain is inherently discrete, or • Sample a continuous interval • Discrete range • Range is inherently discrete, or • Sample a continuous interval Chapter 9
Domain and Range • Continuous-time signals • t and y (t) have physical meanings • Digital signals • n and y (n) do not have physical meanings and can be arbitrary Chapter 9
Digital Image Processing Fields Chapter 9
Digital Images: 80 years ago 1921 Range has 5 values! 1922 1929 Chapter 9
1 2 3 4 5 6 7 Electromagnetic Spectrum : EM Chapter 9
1. Gamma-Ray Imaging Chapter 9
2. X-ray Imaging Chapter 9
3. UV Imaging Chapter 9
4. Visible Range Chapter 9
4. Visible Range 1964 Chapter 9
4. Visible Range Chapter 9
4. Multispectral: Visible+Infrared Bands Chapter 9
4. Multispectral: Visible+Infrared Bands Chapter 9
4. Multispectral: Visible+Infrared Bands Chapter 9
4. Multispectral: Visible+Infrared Bands Chapter 9
5. Infrared Range Chapter 9
6. Microwave Imaging: Radar Chapter 9
7. Radio Band Imaging Chapter 9
Electromagnetic Spectrum Chapter 9
Ultrasound Image head head Chapter 9
4 5 6 7 8 3 11 2 9 1 10 Steps in Digital Image Processing Chapter 9
1 Chapter 9
2 Chapter 9
Distorted image Restore image 3 Chapter 9
4 Chapter 9
5 Chapter 9
6 Chapter 9
7 Chapter 9
8 Chapter 9
9 Chapter 9
9 Chapter 9