研究生: |
張世勳 Shih-Shun Chung |
---|---|
論文名稱: |
以對焦尋形法為基礎之方法最佳化與量測 Method Optimization and Measurement by Shape-from-Focus(SFF) |
指導教授: |
林士傑
Shin-Chieh Lin |
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: | 89 |
中文關鍵詞: | 對焦尋形法 、位置補償 、錫球高度 |
外文關鍵詞: | Shape-from-Focus, position compensation, solderball height |
相關次數: | 點閱:2 下載:0 |
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本研究中,建構出一套以紅光LED環型燈為光源,針對微小工件量測之顯微量測系統。系統以CCD攝影機為取像裝置,搭配立體顯微鏡,並以步進馬達搭配分釐卡,使移動平台作上下的垂直移動。
本研究中,利用對焦尋形法來求得待測物之三維輪廓資訊。由於光軸與移動平台並不垂直,必須經由位置補償修正其偏移的影像。Sum-Modified-Laplacian(SML)及Sum-Enhanced-Modified-
Laplacian(SEML)運算子可計算出待測物影像在對焦與失焦間的差異,進而得到待測物輪廓之深度變化資訊。在ML及EML運算後,加入高斯平滑濾波可消除影像中的雜訊。中值濾波可消除孤立點並保留影像邊緣輪廓。高斯擬合與內插則可消除雜訊並突顯待測物的高度。藉由自定指標與重建待測物輪廓去判定方法之優劣,以其最佳方法套用至錫球輪廓重建與高度量測上。
In this study, a novel 3D non-contact microscope system is developed. In this system, a CCD camera and microscope system are used to grab object images. A stepping motor is used to move the object vertically.
In this study, the technology of Shape-from-Focus is adopted to estimate the 3D geometry of examined object. The images have a status of the shift that is due to the optic axis and mobility platform are not vertical. We make use of position compensation to correct the shift of the images. Sum-Modified-Laplacian(SML) and Sum-Enhanced-Modified-
Laplacian(SEML) operator are generally used in this approach to identify object in focus. After an operation of ML and EML, we join Gaussian filter to remove noise in the images. Median filter can filter out the isolated points and preserve the edge contour of the images. Gaussian fitting and interpolation can eliminate noise and show the height of the objects. We rebuild the contour and define the index to optimize the method to reach a better result. At last, we adopt the best method to measure the height of the solderballs.
7 參考文獻
[1] 章明, 姚宏宗, 鄭正元, 林宸生, 姚文隆,“逆向工程技術與
系統,” 全華科技圖書股份有限公司,2005.
[2] 馮信榮,“二維影像於三維輪廓重建之研究,”國立台灣大學機
械工程研究所碩士論文, 2001.
[3] Nayar, S. K. and Nakagawa, Y., “Shape from Focus : An
Effective Approach for Rough Surfaces,” Proceedings of
1990 IEEE International Conference on Robotics and
Automation, vol. 2, May 1990, pp.218-225, Cincinnati, USA.
[4] Ens, J. and Lawrence, P., “An Investigation of Methods
for Determining Depth from Focus,” IEEE Transactions on
Pattern Analysis and Machine Intelligence, Vol. 15, No.
2, Feb. 1993, pp.97-108.
[5] 黎家伶, 黃煒展, 張俊隆, “光學影像處理在AOI產業的應用
簡介,” 機械工業雜誌, 第277期, 第74-89頁, 2006年4月.
[6] Noguchi, M. and Nayar, S.K., “Microscopic Shape from
Focus Using Active Illumination,” Proceedings of the 12th
IAPR International Conference on Pattern Recognition,
Vol.1, Oct. 1994, pp.147-152, Jerusalem, Israel.
[7] Jähne, B. and Geißler, P., “Depth from Focus with One
Image,” Proceedings CVPR '94., IEEE Computer Society
Conference on Computer Vision and Pattern Recognition,
June 1994, pp.713-717, Seattle, USA.
[8] Subbarao, M. and Choi, T., “Accurate Recovery of
Three-Dimensional Shape from Image Focus,” IEEE
Transactions on Pattern Analysis and Machine Intelligence,
Vol. 17, No. 3, 1995, pp.266-274.
[9] Ishii, A., “3-D Shape Measurement Using a
Focused-Section Method,” Proceedings of 15th
International Conference on Pattern Recognition, Vol.
4, Sep. 2000, pp.828-832, Barcelona, Spain.
[10] 蘇俊欽,“以Shape-from-Focus(SFF)和Depth-from-Focus
(DFF)為基礎之三次元量測系統,”國立清華大學動力機械工程學系碩士論文, 2004.
[11] 李權,“以對焦尋形法為基礎之三次元量測最佳化,”國立清華
大學動力機械工程學系碩士論文, 2005.
[12] 江明學,“微米級影像三維量測系統開發研究,” 國立台灣大
學機械工程研究所碩士論文, 2005.
[13] 陳舒泓,“利用景深於二維影像重建暨外型量測之研究,” 國
立成功大學機械工程系碩士論文, 2003.
[14] C.J. Tay, S.H Wang, C. Quan, B.W. Lee, K.C. Chan, “Measurement of a micro-solderball height using a laser
projection method,” Optics Communications 234 (2004)
77–86, Elsevier.
[15] C.J. Tay, S.H Wang and C. Quan, “Inspection of a
micro-solderballs on a semiconductor bumped wafer using
optical shadowgraph,” Society of Photo-Optical
Instrumentation Engineers 43(4) 963-970, April 2004.
[16] C.J. Tay, Xiaoyuan He, Xin Kang, C. Quan, H.M. Shang, “Coplanarity study on ball grid array packaging,” Society
of Photo-Optical Instrumentation Engineers 40(8)
1608-1612, August 2001.
[17] Changku Sun, Hongyan Shi, Yu Qiu, Shenghua Ye, “Line-Structured Laser Scanning Measurement System for
BGA Lead Coplanarity,” 2000 IEEE.
[18] Cao Qixin, Jey Lee, Fu Zhuang and Xia Nianjiong,“A
Machine Vision System of Ball Grid Array Inspection on
RT-Linux OS,”International Conference on the Business of
Electronic Product Reliability and Liability, 2004 IEEE.
[19] Cao Qixin, F.L Lewis, Fu Zhuang and Xia Nianjiong, “A
binocular machine vision system for ball grid array
package inspection,” Assembly Automation 25/3(2005)
217-222, Emerald.
[20] Pyunghyun Kim and Sehun Rhee, “Three-Dimensional
Inspection of Ball Grid Array Using Laser Vision System,”
IEEE TRANSACTIONS ON ELECTRONICS PACKAGING
MANUFACTURING, VOL. 22, NO. 2, APRIL 1999.
[21] 顏旭男, “全場光學三維量測技術於表面黏著電子封裝元件
之檢測,” 私立元智大學工業工程與管理學系博士論文,2003.
[22] 易明, “現代幾何光學,” 凡異出版社, 1992.
[23] Jia Li, James Ze Wang, Robert M. Gray, Gio Wiederhold, “Multiresolution Object-of-Interest Detection for Images
with Low Depth of Field,” International Conference on
Image Analysis and Processing, Sep. 1999, pp.32-37,
Venice, Italy.
[24] 台灣三豐儀器股份有限公司, http://www.mitutoyo.com.tw/Mitutoyo_2006_Web/technology/technology_c1.asp
[25] 陳文賢, “逆向工程軟體Imageware使用手冊,”全華科技圖書
股份有限公司, 2006.
[26] 張智星, “MATLAB程式設計,” 清蔚科技、鈦思科技, 2004.
[27] Rafael C. Gonzalez, Richard E. Woods原著, 繆紹剛譯, “數位影像處理,” 普林斯頓國際, 2003.
[28] Rafael C. Gonzalez, Richard E. Woods原著, 繆紹剛譯, “數位影像處理-運用MATLAB,” 東華書局, 2005.