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計算機專業圖像處理,圖像處理技術

《圖像處理技術》課程介紹

《圖像處理技術》是計算機科學與技術專業的專業選修課,是為滿足數字圖像處理領域的人才需求而設定的。該課程是一門多學科交叉、理論性和實踐性都很強的綜合性課程。

本課程的目的是使學生系統掌握圖像處理的基本概念,基本原理以及實作方法和技術,了解圖像處理基本應用和目前國内外的發展方向,熟練使用數字圖像處理程式設計的基本工具。通過學習此課程,學生将具備應用圖像處理知識解決實際問題的初步能力,為以後從事圖像相關領域的研究與應用打下基礎。

本課程主要内容包括:數字圖像基礎,包括圖像的感覺和擷取,圖像的表示,圖像的幾何變換,空間域的圖像增強,頻率域的圖像增強,彩色圖像處理技術,圖像編碼,MATLAB圖像處理程式設計。

本課程計劃學時32,先修課為:高等數學、線性代數,計算方法,機率論與數理統計。

The introduction of course---Image Processing Technology

Image processing technology is an elective course for specialty of Computer Science and Technology. This course is provided for the demand for talents of digital image processing field. The course is a compositive one involved multidisciplinary knowledge and has strong academic and practicality.

The course is aim to help students to understand the basic concepts, basic principles and implementation methods and techniques on digital image processing, to understand its basic applications and development directions, to expertly use the basic tool in programming. Through the study of the course, students will possess elementary ability to solve practical problems by applying digital image processing knowledge, build base for further research and application in image-related field.

The main contents of the course include image sensing and acquisition, image geometrical transform, image enhancement in the spatial domain, image enhancement in the frequency domain, color image processing, image compressing and image processing programming using MATLAB.

The course includes 32 hours. Its prerequisite courses include calculus, linear algebra, computational method, and probability statistics.