Applications of Image Processing

Outline

• What YOU are going to learn• Image Processing in use

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What YOU are going to learn

Course Structure

• Introduction to Images• Basic Operations in Intensity Transformation• Spatial Filtering and Edge Detection• Noise Removal Techniques• Histogram and its Operations• Morphological Operations• Image/Video Compression• Water Marking• Image Segmentation• Machine Learning and Data Analysis

What is an Image?

Intensity Transformations

Noise Removal

Image Compression

• Basic Aim : Save Space!• 12,12,12,12,244,244,244• 4 - 12s, 3 – 244s• JPG, PNG, etc.

Water-Marking

Image Segmentation

Machine Intelligence

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Applications

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Image Compression

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Efficient storage of movies

Skype uses video compression

Video Surveillance and Tracking

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Video Surveillancehttp://www.youtube.com/watch?v=x32TGROYbdU

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Vehicle Classificationhttp://www.youtube.com/watch?v=1wxg4nUQ_DA

Applications in Medicine

Beta-cells detection

Beta-cells detection

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Marked boundary by humanAutomatically marked boundaries

Detection and Grading of Cancer Tissues

Image Processing in Astronomy

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Making of False Colour Images of Celestial Objects

Robotic Vision – Mars Rover

Satellite Imagery

Google Maps

Cadastral Systems

Global Warming Analysis

Weather Predictions

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Other Miscellaneous Applications

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Smile Detection in Digital Camera

Detection of Swine Flu. 2009

Airport Security

Image Mosaic

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Image Mosaic – Animation

http://www.youtube.com/watch?v=D86vW9Kwp3g

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Physics Simulationshttp://physbam.stanford.edu/~fedkiw/

You Are Limited Only By Your Imagination

Thanks