Image Processing
     Peter Schelkens
Image Processing in Flanders


 Business Communications Company Inc. has estimated
  the worldwide market for ‘Digital Imaging’ to be
  approximately 260 Billion € in 2005.
 Within specific niche markets Flemish players were able to
  evolve to world leaders.
 The Flemish companies involved in the preparation of this
  extension represented 25.000 employees and a turn-over
  of 6 Billion €.
 The Flemish Government decided to add to the IBBT
  portfolio a recurrent budget of 4.2 Million € tot support
  image processing research in Flanders
 Approx. 250 IBBT researchers are active in this domain

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Image Processing
           Acquisition                                        Management




                         Surveillance                Industrial
                         & Security                Applications




                           Medical                   Visual
                           Imaging          Communication
                                              & Interaction




                                                                  Visualisation




  Transformation                        Analysis

                                                                                  3
Classification of Image Processing Techniques




                                           4
Acquisition
Video-based Media: multi-camera set-up




                                         5
Acquisition
Video-based Media: multi-camera set-up




                                         6
Acquisition
Video-based Media: multi-cam video processing




                                                7
Acquisition
Imaging systems

                      Milimeterwave imaging   Computer Tomography




        Nuclear Imaging
                                3D Time-of-flight cameras




                                                                    8
Transformations
    Restoration




©Max Planck Institute for Biophysical Chemistry




                                                  9
Transformation
    Registration




                                                Ictal EEG-SPECT-MR
                                                co-registration

Registration of cervical spine for
mobility assessment

                       Example: registration
                          of cardiac MRI for
                        quantitative analysis

                                                                     10
Analysis
Biomedical Image Processing and Analysis


   Diffusion Tensor MRI

                                   4D Liver segmentation




                 Functional MRI




                                                           11
Analysis
  Recognition and Classification

Classification of remote sensed images




                                         Cancer Cell Classification




                                                                      12
Analysis
Pedestrian tracking in real traffic scenes




                                             13
Analysis
Robot navigation




                   14
Visualisation
3D reconstruction from uncalibrated photographs




                                                  15
IBBT Your Partner in Image Processing
            Acquisition                                        Management




                          Surveillance                Industrial
                          & Security                Applications




                            Medical                   Visual
                            Imaging          Communication
                                               & Interaction




                                                                   Visualisation




   Transformation                        Analysis

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Brokerage 2007 presentation image