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Course Contents

Advanced Image Processing investigates algorithms and techniques for a variety of imaging applications. This course explores major areas of digital image processing at an advanced level. Topics include image representation, denoising, restoration, object identification, classification, compression, video modelling, video compression and digital data hiding.

Course Synopsis

• Understanding of standard advanced image processing algorithms. • Understanding of image processing system development. • Understanding of team design techniques. • Experience in algorithm development and testing.

Course Learning Outcomes

The student has insight into state of the art algorithms for image processing. The student is able to read, discuss, summarize and comment on scientific journal and conference papers in this area.


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Book Title : Digital Video Processing
Author : AM Tekalp
Edition :
Publisher :
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Book Title : Fundamentals of Digital Image Processing
Author : AK Jain
Edition :
Publisher :
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Book Title : Handbook of Image and Video Processing
Author : Al Bovik
Edition :
Publisher :
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Book Title : Digital Image Processing
Author : S. Jayaraman, S. Esakkirajan and T. Veerakumar
Edition :
Publisher :



Book Title : Handbook of Image Video Processing
Author : A.Bovik
Edition :
Publisher : Academic Press



Book Title : Fundamentals of Digital Image Processing
Author : A.K.Jain
Edition :
Publisher : Prentice-Hall



Book Title : Digital Video Processing
Author : A.M.Tekalp
Edition :
Publisher : Prentice-Hall



Book Title : Vector Quantization and Signal Compression
Author : A.Gersho and R.M.Gray
Edition :
Publisher : Kluwer



Book Title : Wavelets and Subband Coding
Author : M.Vetterli and J.Kovacevic
Edition :
Publisher : Prentice-Hall







Title : Introduction Contd.
Type : Presentation

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Title : Image Restoration / Deblurring
Type : Presentation

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Title : Introduction
Type : Presentation

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Title : Image Interpolation
Type : Presentation

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Title : Image Interpolation Contd.
Type : Presentation

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Title : Image Enhancement
Type : Presentation

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Title : Image Enhancement Contd.
Type : Presentation

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Title : Image Enhancement Contd..
Type : Presentation

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Title : Image Filters
Type : Presentation

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Title : Image Filters Contd.
Type : Presentation

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Title : Image Filters Contd..
Type : Presentation

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Title : Image Denoising
Type : Presentation

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Title : Image Denoising Contd.
Type : Presentation

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Title : Image Denoising Contd..
Type : Presentation

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Title : Image Denoising Contd...
Type : Presentation

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Title : Edge Detection
Type : Presentation

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Title : Edge Detection Contd.
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Title : Object Detection
Type : Presentation

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Title : Object Detection Contd.
Type : Presentation

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Title : Object Detection Contd..
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Title : Object Detection Contd...
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Title : Image Segmentation
Type : Presentation

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Title : Image Segmentation Contd.
Type : Presentation

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Title : Feature Identification / Image Classification
Type : Presentation

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Title : Feature Identification / Image Classification Contd.
Type : Presentation

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Title : Feature Identification / Image Classification Contd..
Type : Presentation

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Title : Feature Identification / Image Classification Contd...
Type : Presentation

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Title : Image Compression
Type : Presentation

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Title : Video Modeling
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Title : Video Modeling Contd.
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Title : Video Modeling Contd..
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Title : Video Modeling Contd...
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Title : Video Compression / Segmentation
Type : Presentation

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Title : Layered Video / Watermarking / Streaming
Type : Presentation

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