研究生: |
游晉鑑 Yu, Ching-Cheng |
---|---|
論文名稱: |
電腦合成斷層影像去殘影技術之比較性研究 Comparative studies on deblurring techniques of computer tomography |
指導教授: |
彭明輝
Perng, Ming-Hwei |
口試委員: | |
學位類別: |
碩士 Master |
系所名稱: |
工學院 - 動力機械工程學系 Department of Power Mechanical Engineering |
論文出版年: | 2010 |
畢業學年度: | 98 |
語文別: | 中文 |
論文頁數: | 84 |
中文關鍵詞: | 斷層影像 、去殘影 |
外文關鍵詞: | tomography, deblur |
相關次數: | 點閱:1 下載:0 |
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目前市面上半導體產業採用的主流自動光學檢測(Automatic Optical Inspection)法,是為X-射線斷層影像合成法(X-ray computed Tomosynthesis)。比較起其它的影像重建法,X-射線斷層影像合成法有相對簡單、計算量小的優點。但X-射線斷層影像合成法在本質上存在一些缺點,如常見的:採用「位移疊加」(shift & add)而產生的殘影效應(Shadow effect)。而在此研究中將殘影效應分為兩類:1. 「連續體殘影效應」、2. 「遮蔽物殘影效應」。
本研究針對殘影效應使用三種改善的方法。
第一:使用醫學影像處理領域中改善殘影效應的技術:「斷層影像濾波合成法(Ectomography)」。
第二:兼具「位移疊加法(shift-and-add)」及「位移取最大值法(shift-and-maximum)」特性的「整合型斷層影像合成術(Hybrid-tomosynthesis)」。
第三:針對投影取像架構的轉換函數(Transfer function),推導出濾波方程式進行濾波去殘影效應的「逆反濾波法(Inverse filtering)」。
本論文從理論出發,介紹上述三種方法,並電腦模擬實際工業光學檢測環境下的三種去殘影技術的結果,並分析給出使用建議。
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