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Fakultät für Luftfahrt, Raumfahrt und Geodäsie
Technische Universität München

 

Contents of the module

    • Introduction
      • MotivationApplications
      • Separation of image processing
      • Image- and scene description
      • Processing layers

 

  • Digital images
    • Pixels
    • Sampling
    • Quantization
    • Storage of digital Images
    • Mean, variance, and standard deviation
    • Histogram
    • Entropy
    • Co-occurrence matrix
    • Covariance
    • Correlation coefficient
  • Point Processing
    • Characteristic Curves
    • Probability Density Function
    • Probability Distribution Function
    • Histogram Operations
    • Color Correction
  • Local Image Operators
    • Digital filter
    • Convolution
    • Averaging
    • Gradient operator
    • Laplace operator
    • Laplace of Gaussian and Difference of Gaussian
    • Effects of linear convolution operators
    • Computation effort for convolution
    • Morphological operators
  • Global Image Operators
    • Algebraic transformations
    • Correlated and uncorrelated noise
    • Noise reduction
    • Geometric operators
    • Geoemtric transformation
    • Nearest neighbor
    • Bilinear interpolation
  • Segmentation
    • Pixel based procedures with different threshold methods
    • Region based procedures
    • Model based procedures
    • Hough transformation
    • Binary image processing
    • Vectorization
    • Feature extraction basics

Professur für Photogrammetrie und Fernerkundung

Prof. Dr.-Ing. Uwe Stilla

Technische Universität München
Arcisstr. 21
80333 München

Tel.: +49.89.289.22671
Fax: +49.89.289.23202

pf.bgu@tum.de

Leonhard Obermeyer Center
Fakultät für Luftfahrt, Raumfahrt und Geodäsie

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