課程介紹

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課程目標

教授數位影像處理的基本知識，涵蓋數位影像處理的原理、演算法和相關應用。

修習條件

主要教本

1.Digital Image Processing, 3rd edition, by R. C. Gonzalez and R. E. Woods, Pearson, 2008.
2.Fundamentals of Digital Image Processing, by A. K. Jain, Prentice-Hall, 1989.
3.Introduction to Machine Learning, 3rd edition, by E. Alpaydin, MIT Press, 2014.
4.Toolbox in MATLAB.

內容大綱

1.Digital image fundamentals.
2.Intensity transformations and spatial filtering.
3.Filtering in the frequency domain.
4.Image restoration and reconstruction.
5.Morphological image processing.
6.Segmentation.
7.Object recognition.