Foundations of Information Technologies

- FIT 2009 -

June 14-27, 2009, Novi Sad

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Artificial Vision

Gian Luca Foresti and Christian Micheloni

                                                      Abstract

The lecture series will aim to introduce the techniques for developing advanced  artificial vision based systems. From the early stages of image creation to the most advanced techniques for image interpretation the course will propose the state of the art algorithms for detecting objects and understanding their behaviors. The low level processing of advanced artificial vision systems

Outline:

Introduction
Architecture of an artificial vision systems
Low level processing (object segmentation, object detection, etc.)
Image differencing 1h
Frame to Background
Frame by frame
Background Updating
Thresholding
Image registration
Translation
Affine
Perspective
Feature based image registration
Feature tracking
Outlier detection
Transform Computation

 

 

Slides Introduction.                                                           Slides Log. Architecture.           

 

 

Slides Image Registration.                                              Slides Change Detection.