Applications of AI

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Applications of AI

• Image Processing

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What is an Image?

• A Two Dimensional Data Structure made up from
  picture elements (pixels).

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Image Processing Operations
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1. Image Coding

• Image coding reduces the storage requirement for
  an image by removing redundant information
• Applications of Image Coding
• Digital Cameras.
• CDROM MPEG Movies.
• Video on Demand.
• Video-phones.
• Video-conferencing.
• Hypermedia Documents.

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2. Image Enhancement

• An image may need to be processed so that it may
  be viewed.
• Applications of Image Enhancement
• Medical Imaging.
• Scientific Visualisation.
• Publishing.
• Astronomy.
• Microscopy.
• Particle Physics

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3. Image Restoration

• If an image has known faults then these may often
  be corrected. A blurred image may be 'deblurred'
  or a noisy image may have noise removed.

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4. Image Segmentation

• Sometimes similar areas in an image must be
  identified, for example from an aerial photograph
  the land and the sea may need to be segmented.

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5. Feature detection

• Often, only part of an image is of interest.
  Feature detection creates an image that contains
  information about the presence of certain types
  of features. Edges are common features

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Applications of Restoration, Segmentation,
Feature Detection.

1. Remote Sensing.
2. Medical Imaging.
3. Character Recognition.
4. Data Analysis.
5. Computational Vision.
6. Feature Location.
7. Gesture recognition.

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Convolution Masks