Course Description

SECH407 Image Processing
Introduction. Digital Image Fundamentals. Image Enhancement in the Spatial Domain. Image Enhancement in the Frequency Domain. Image Restoration. Color Image Processing.  Image Compression. Image processing applications using MATLAB.

SECH407 Görüntü İşleme
Giriş. Sayısal görüntünün temelleri. Uzamsal domende görüntü iyileştirme. Frekans domeninde görüntü iyileştirme. Görüntü onarma. Renkli görüntü işleme. Görüntü sıkıştırma. MATLAB ortamında görüntü işleme uygulamaları.

 
Prerequisites: MATLAB Experience

Instructor: Assist. Prof. Dr. Ali Gangal
Office Tel: +90(462)3772990
E-mail:       ali.gangal@ktu.edu.tr           aligangal@aligangal.com
 

Textbook: 

1- Gonzalez, G. C.,  Woods, R. E., "Digital Image Processing", Prentice Hall, 2002.

2-Power point presentation: www.aligangal.ktu.edu.tr/dersler/image

Recommended Reading: 

1-Gonzalez, G. C., Woods, R. E., Eddins, S. L., “Digital Image Processing using MATLAB”, Prentice Hall, 2004.

Grading:  Midterm-1     30 %
                  Homework    20 %
                   Final              50 %

Make-up Policy:
Only one make-up examination will be given to those who miss any of the midterms or the final. The student who wishes to take the make-up exam must provide a valid excuse after the missed exam.

NG Policy:
NG grade will be given to students who do not attend more than 70% of the course lecture hours, miss the exams and fail.

References

[1] J. C. Russ, "The Image  Processing Handbook", CRC, 2006.

[2] A. McAndrew, "Introduction to Digital Image Processing with MATLAB", Course Technology, 2004.

[3] Jain, A. K., "Fundamentals of Digital Image Processing", Prentice Hall, 1988.

[4]  K. Najarian, R. Splinter, "Biomedical Signal and Image Processing" , CRC, 2005.

[5]  T. Chan, J. Shen, "Image Processing and Analysis: Variational, Pde, Wavelet, and Stochastic Methods", Society for Industrial and Applied Mathematic,2005.

[6]  T. Acharya, A. K. Ray, "Image Processing: Principles and Applications", Wiley-Interscience.

[7]  Fuzzy Filters for Image ProcessingM. Nachtegael, D. Van der Weken, D. Van De Ville, E. E. Kerre, Springer.

[8]  Fuzzy Techniques in Image Processing / eds. Etienne E. Kerre, Mike Nachtegael, Physica-Verlag

[9]  Nonlinear Image Processing, S. K. Mitra, G. L. Sicuranza, Academic Press.

[10]  Nonlinear Signal and Image Processing, K. E. Barner, G. R. Arce, CRC Press

Useful Links

Institute of Electrical and Electronics Engineers