Home > Teaching > IMAGE PROCESSING

 

 

Reference

SEC401

Lectured in

Fourth year Fall semester

Theory

42 hours (3 hours per week)

Exercises/Labs

-

ECTS Credits

3

Lecturer

Murat Ekinci

Status

Optional

Department

Computer Engineering

Co-lecturers

 

Language of instruction

Turkish

 

Key Words

 Digital image processing, computer vision, digital image filtering, image compression.  

Objectives

 To learn basic image processing processes for computer vision deals with the processing of image data for use by a computer and  to understand to the major applications areas of computer vision and image processing: image analysis, image restoration, image enhancement, and image compression.

Contents

1.      Introduction to image processing, 2.      Imaging geometry, 3.      Preprocessing, 4.      Edge/Line detection, 5.      Segmentation, 6.      Discrete transform (Fourier, Cosine, Walsh-Hadamard, Wavelet, etc. )7.      Feature extraction and Analysis, 8.      Image Restoration, 9.      Image Enhancement, 10.  Image Compression.   

Course Material

      “Computer Vision &Imp; Image Processing”,  Scott E. Umbaugh, Prentice Hall, 1998. 

      Lecture Notes (HIPR)

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    References

    1)      Sonka, Hlavac, Boyle, “Image Processing, Analysis, and Machine Vision”, An International Thomson Publishing Company, 1999,

    2)      R. C. Gonzales, R. E. Woods. “Digital Image Processing”, Addison-Wesley Publishing Company, 1992,

    3)      Bernd Jahne, “Digital Image Processing” Springer, 1997

    4)      M. Ghanbari,“ Video Coding, an Introduction to standart codecs“,  The Institution of Electrical Engineering, 1999.

    5)      A. Drozdek,” Elements of Data Compression”, Brooks/cole Thomson  Learning, 2002.

     

    Teaching Methods

    Lectures and PC-based practical exercises. 

    Evaluation Methods

     One examinations in the course period, One semester project and one examination at the end of the course 

    Examination Methods

     Written  

    Prerequisites

     

    None

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    ekinci@ktu.edu.tr, February 2005