課程名稱 |
基礎生醫影像處理技術 Fundamentals of Biomedical Image Processing |
開課學期 |
111-1 |
授課對象 |
工學院 醫學工程學研究所 |
授課教師 |
鄒奇軒 |
課號 |
DBME5018 |
課程識別碼 |
528 U0400 |
班次 |
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學分 |
3.0 |
全/半年 |
半年 |
必/選修 |
選修 |
上課時間 |
星期一A,B,C(18:25~21:05) |
上課地點 |
普505 |
備註 |
本課程中文授課,使用英文教科書。 限學士班三年級以上 總人數上限:20人 外系人數限制:1人 |
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課程簡介影片 |
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核心能力關聯 |
核心能力與課程規劃關聯圖 |
課程大綱
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課程概述 |
Image processing is a basic tool for biomedical image analysis. Ranging from contrast enhancement to stereotatic surgery, image processing provides various levels of assistance to the biomedical researches and clinical applications. As an introductory course to the biomedical image processing, the aim of this course is to offer the entry-level graduate students the fundamental image processing techniques. The scope of this course will cover the basic transformation techniques, properties of various medical images, image acquisition, processing and rendering. In addition to the regular lectures, the students are required to exploit advanced techniques independently to reinforce learning. It will include one term project and a couple of paper studies.
Actual implementation of the image processing algorithms on the biomedical images will be emphasized in this course. There will be about three homework for practice. One exam will be given toward the middle of the class. The students will be asked to demonstrate the result of the term project by an oral presentation and a written report. |
課程目標 |
Getting acquainted with the fundamental image processing techniques for medical images |
課程要求 |
Calculus, Linear Algebra, Matlab/C/C++/Python |
預期每週課後學習時數 |
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Office Hours |
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指定閱讀 |
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參考書目 |
Digital Image Processing (3rd Edition), R. C. Gonzalez, R. E. Woods, Prentice-Hall, 2008.
Digital Image Processing using Matlab (2nd Edition), R. C. Gonzalez, R. E. Woods, Prentice-Hall, 2009. |
評量方式 (僅供參考) |
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