Image Processing 2017

No. | Topic | Handouts |
---|---|---|

1. | Computer vision and applications. Vision system structure and functions. Image acquisition systems | .zip |

2. | Image formation and sensing. Camera model. | .zip |

3. | Binary image processing: Tresholding. | .zip |

4. | Binary image processing: Simple Geometric Properties. | .zip |

5. | Binary image processing: Labeling, Contour Tracing, Polygonal Approximation. | .zip |

6. | Binary image processing: Mathematical Morphology. | .zip |

7. | Grayscale image processing: Mathematical methods for grayscale image processing, Statistic features of the grayscale images, Histogram processing, Point Processing. | .zip |

8. | Gray scale image processing: Convolution and Fourier Transform. | .zip |

9. | Gray scale image processing: Noise in images. | .zip |

10. | Gray scale image processing: Digital Filtering I. | .zip |

11. | Gray scale image processing: Digital Filtering II. | .zip |

12. | Gray scale image segmentation: Edge based segmentation (first order differential methods). | .zip |

13. | Gray scale image segmentation: Edge based segmentation (second order differential methods, edge linking, contour closing). | .zip |

14. | Stereo-vision basics, Epipolar geometry, Depth computation. | - |

- Digital image formats: JPG, GIF, TIF etc
- Advanced segmentation methods based on intensity, color, edges
- Advanced methods for 2D image analysis
- Binocular and trinocular stereo-vision. 3D Reconstruction
- Image aquisition systems

- R. C. Gonzales, R. E. Woods, "Digital Image Processing-Second Edition",3rd Edition, Prentice Hall, 2008
- R. C. Gonzalez, R. E. Woods, S. L. Eddins, "Digital Image Processing Using MATLAB", 2nd ed., Gatesmark Publishing, 2009.
- E. Trucco, A. Verri, "Introductory Techniques for 3-D Computer Vision", Prentice Hall, 1998.
- G. X.Ritter, J.N. Wilson, "Handbook of computer vision algorithms in image algebra", CRC Press, 2001.
- S. Nedevschi, T. Marita, R. Danescu, F. Oniga, R. Brehar, I. Giosan, S. Bota, A. Ciurte, V. Andrei, "Image Processing - Laboratory Guide", UTPRES, Cluj-Napoca, 2016