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研究生: 許博彥
Hsu Po-Yen
論文名稱: 應用代數重建演算法於工業自動X光檢測系統
Apply Algebraic Reconstruction Algorithm in Industrial Automatic X-Ray Inspection System
指導教授: 蕭德瑛
Dein Shaw
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: 2008
畢業學年度: 96
語文別: 中文
論文頁數: 88
中文關鍵詞: 代數重建法影像重建
外文關鍵詞: ART, Image Reconstruction
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  • 本研究的目的在於建立一套應用於工業X-ray的非破壞性瑕疵檢測技術。主要藉由X-ray可穿透物質的特性,建立被檢測物的內部結構資訊,以達非破壞性檢測的目的。而為了達成工業檢測對於效率的要求同時確保重建影像具有一定水準的辨識度,因此本研究採用代數重建法作為核心的演算法,並且在有限的投影角度下進行影像重建的工作。另外本研究也以二值代數重建法與混合式代數重建法為基礎,進一步延伸探討多值影像重建、真實影像重建以及三維影像重建等影像重建的工作,期望將本文所進行的研究能應用於工業自動X-ray檢測的領域中。


    The purpose of this study is to set up a non-destructive X-ray defect detection technique which can be applied to industry. The inner material information of the sample to be investigated is established by using the inherent character of X-ray (X-ray can penetrate most of material). The using of X-ray achieves the goal of non-destructive detection. To satisfy the requests for efficiency of industrial detection and ensure the reconstructed image which can possess a good recognition, this study adopts the Algebraic Reconstruction Technique(ART) as the core algorithm to do the X-ray image reconstruction under the limited projection angle. Furthermore, in this study, Multi-Value Image Reconstruction, Real Image Reconstruction and 3D Image Reconstruction which are based on the binary steering ART and the mixed ART. Finally, the techniques proposed by this study are a good candidate which can be applied to the industrial Automatic X-Ray Inspection field.

    摘要 I 目錄 II 圖目錄 IV 第一章 緒論 7 1.1 前言 7 1.2 文獻回顧 10 1.3 研究架構 12 第二章 理論介紹 13 2.1 X-ray基礎理論 13 2.2 X-ray 投影形式 15 2.3 X-ray 成像法 16 2.3.1 X-ray攝影術 16 2.3.2 電腦分層成像法 16 2.3.3 電腦斷層掃描 19 2.4 電腦斷層掃描影像重建理論 20 2.4.1 拉登轉換 20 2.4.2 濾波反投影法 21 2.4.3 代數重建法 23 2.4.5 影像重建品質評估 29 2.5 相關的代數重建法 30 2.5.1 同步疊代重建法 30 2.5.2 同步代數重建法 31 2.5.3 二值夾擊代數重建法 31 2.5.4 混合式代數重建法 34 2.6 權係數矩陣對於代數法之影響 35 2.6.1 掃描路徑長權係數矩陣 35 2.6.2 掃描面積比權係數矩陣 36 第三章 研究方法 37 3.1 重建方法 37 3.2 硬體掃描方式 37 3.3 影像重建探討 39 3.3.1 使用平行光與扇形光束對於重建品質的比較 39 3.3.2 感測器特性對於ART在重建影像上的效應探討 42 3.4 多值影像重建 47 3.4.1 多值夾擊代數重建法 47 3.4.2 在雜訊干擾下對於重建影像造成的影響 51 第四章 真實影像重建 58 4.1 真實影像重建 58 4.1 影像重建流程 59 4.2代數重建法之重建結果 61 4.3 多值代數重建法之重建結果 65 4.4 結論 67 第五章 三維影像重建 68 5.1 三維重建目的 68 5.2 三維重建的流程與方法 68 5.3.1 扇形光束重建結果 71 5.3.2 平行光束重建結果 71 5.4 結論 77 第六章 結論與未來展望 79 6.1 結論 79 6.2 未來展望 81 參考文獻 83

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