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  • 學位論文

應用於同軸連接器之光學缺陷檢測

Optical Defect Inspection for Coaxial Connector

指導教授 : 孫崇訓

摘要


本論文主要發展一套應用於同軸連接器的自動光學檢測系統(Automatic Optical Inspection)。檢測項目包括缺件檢測、外徑尺寸及形變檢測。缺件利用自適性二值化和水平、垂直投影進行檢測。外徑尺寸及形變採用霍夫圓轉換檢測,且利用投影後的資訊降低運算量。最後實驗驗證自動光學缺陷檢測系統的準確性及演算法的效能。

並列摘要


This thesis develops an Automatic Optical Inspection (AOI) system, which inspects defects of coaxial connectors. Inspected defects include missing, outside dimension and deformation of the coaxial connector. By adaptive thresholding and computing horizontal and vertical projections of images, the missing of coaxial connector can be inspected. Outside dimension and deformation are inspected by using image processing and improved Hough circle transform, which reduces the computation by projection information. Finally, the experimental results demonstrate the effectiveness of the proposed AOI system.

參考文獻


[1] 張元碩,“晶粒表面缺陷自動視覺檢測系統之設計與開發”,國立交通大學工業工程與管理學系,2009
[5] Suzuki, S., be, K.Topological structural analysis of digitized binary images by border following(1985) Computer Vision, Graphics and Image Processing, 30 (1), pp. 32-46.
[6] Ballard, D.H.Generalizing the Hough transform to detect arbitrary shapes(1981) Pattern Recognition, 13 (2), pp. 111-122.
[2] 康茂龍,“視覺檢測系統光源之應用”,
http://www.cepp.gov.tw/TheFiles/publication/287a095d-e481-4e71-8aab-d7d3e3e7ec77.pdf

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