Image Analysis and Processing

/Image Analysis and Processing
Image Analysis and Processing2020-02-04T13:43:57+00:00

Part 1 – Image Processing

  1. Image Sensing and Representation
  2. Spatial Domain Filtering
  3. Filtering in the Frequency domain
  4. Edge Detection
  5. Key Point Detection
  6. Morphological Image Processing

Part 2 – Image Analysis

  1. Image analysis in general
  2. Textural features of image regions of interest
  3. Descriptive statistics background
  4. Statistical pattern recognition using parametric and non-parametric statistical hypothesis testing
  5. Parametric and non-parametric normality & correlation tests
  6. Data preprocessing: Dimensionality reduction, Class separability enhancement
  7. Applications

Link to Eclass