Selected Topics in Digital Image Processing
Human visual system. Image sampling and quantization. Image representation. 2-D discrete transforms. Image enhancement. Point operations. Histogram modeling. Spatial operations. Median filter. Random fields. Image restoration. Inverse and pseudoinverse filter. Wiener filter. Image reconstruction from projections. Radon transform. Back-projection operator. Applications in transmission and emission tomography. Image coding. Image compression. Image processing software. Applications in biomedicine.
Postgraduate doctoral study programme
(.), M. Sonka, V. Hlavac, R. Boyle: Image Processing, Analysis, and Machine Vision, 2nd Ed., Brooks/Cole, 1999.,
(.), A. K. Jain: Fundamentals of Digital Image Processing, Prentice Hall, Englewood Cliffs, 1989.,
(.), R. C. Gonzalez, R. E. Woods, Digital Image Processing, 2nd Ed., Prentice Hall, 2001.,
L2 English Level