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來源文獻資料
引文資料
題名:
Feature Extraction for Defect Classification and Yield Enhancement in Color Filter and Micro-Lens Manufacturing: An Empirical Study
書刊名:
工業工程學刊
作者:
Chen, Ying-jen
/
Lin, Tzu-hsiang
/
Chang, Kuo-hao
/
Chien, Chen-fu
出版日期:
2013
卷期:
30:8
頁次:
頁510-517
主題關鍵詞:
Surface defect detection
;
Color filter and micro-lens processes
;
Classification and regression tree
;
Fature extraction
;
Yield enhancement
原始連結:
連回原系統網址
相關次數:
被引用次數:期刊(
2
) 博士論文(0) 專書(0) 專書論文(0)
排除自我引用:
2
共同引用:0
點閱:5
期刊論文
1.
Chauhan, S. S.、Proth, J. M.(2005)。Analysis of a supply chain partnership with revenue sharing。International Journal of Production Economics,97,44-51。
2.
Canny, J.(1986)。A computational approach to edge detection。IEEE Transactions on Pattern Analysis and Machine Intelligence,8,679-698。
3.
Chien, C.-F.、Chen, Y.-J.、Hsu, C.-Y.、Wang, H.-K.。Overlay error compensation using advanced process control with dynamically adjusted proportional-integral R2R controller。IEEE Transactions on Automation Science and Engineering。
4.
Chien, C.-F.、Hsu, S.-C.、Chen, Y.-J.(2013)。A System for online detection and classification of wafer bin map defect patterns for manufacturing intelligence。International Journal of Production Research,51,2324-2338。
5.
Jiang, B. C.、Wang, C. C.、Chen, P. L.(2004)。Logistic regression tree applied to classify PCB golden finger defects。The International Journal of Advanced Manufacturing Technology,24,496-502。
6.
Jiang, B. C.、Wang, C.-C.、Liu, H.-C.(2005)。Liquid crystal display surface uniformity defect inspection using analysis of variance and exponentially weighted moving average techniques。International Journal of Production Research,43,67-80。
7.
Kuo, C.-F.、Hsu, C.-T. M.、Fang, C.-H.、Chao, S.-M.、Lin, Y.-D.(2013)。Automatic defect inspection system of colour filters using Taguchi-based neural network。International Journal of Production Research,51,1464-1476。
8.
Li, W.-C.、Tsai, D.-M.(2012)。Wavelet-based defect detection in solar wafer images with inhomogeneous texture。Pattern Recognition,45,742-756。
9.
Liu, C.-W.、Chien, C.-F.(2013)。An intelligent system for wafer bin map defect diagnosis: An empirical study for semiconductor manufacturing。Engineering Applications of Artificial Intelligence,26(5/6),1479-1486。
10.
Tsai, D.-M.、Luo, J.-Y.(2011)。Mean shift-based defect detection in multicrystalline solar wafer surfaces。IEEE Transactions on Industrial Informatics,7,125-135。
11.
Tsai, D.-M.、Tsai, H.-Y.(2011)。Low-contrast surface inspection of mura defects in liquid crystal displays using optical flow-based motion analysis。Machine Vision and Applications,22,629-649。
12.
Tsai, D.-M.、Wu, S.-C.、Chiu, W.-Y.(2013)。Defect detection in solar modules using ICA basis images。IEEE Transactions on Industrial Informatics,9,122-131。
13.
Tsai, D.-M.、Wu, S.-C.、Li, W.-C.(2012)。Defect detection of solar cells in electroluminescence images using Fourier image reconstruction image reconstruction。Solar Energy Materials & Solar Cells,99,250-262。
14.
Tseng, D.-C.、Chung, I.-L.、Tsai, P.-L.、Chou, C.-M.(2011)。Defect classification for LCD color filters using neural-network decision tree classifier。International Journal of Innovative Computing Information and Control,7,3695-3707。
15.
Xie, X.(2008)。A review of recent advances in surface defect detection using texture analysis techniques。Electronic Letters on Computer Vision and Image Analysis,7,1-22。
16.
Chou, P. B.、Rao, A. R.、Sturzenbecker, M. C.、Wu, F. Y.、Brecher, V. H.(1997)。Automatic defect classification for semiconductor manufacturing。Machine Vision and Applications,9,201-214。
17.
Hsu, S.-C.、Chien, C.-F.(2007)。Hybrid data mining approach for pattern extraction from wafer bin map to improve yield in semiconductor manufacturing。International Journal of Production Economics,107,88-103。
18.
Kuo, C.-J.、Chien, C.-F.、Chen, C.-D.(2011)。Manufacturing intelligence to exploit the value of production and tool data to reduce cycle time。IEEE Transactions on Automation Science and Engineering,8(1),103-111。
19.
Li, W.-C.、Tsai, D.-M.(2011)。Defect inspection in low-contrast LCD images using Hough transform-based nonstationary line detection。IEEE Transactions on Industrial Informatics,7(1),136-147。
會議論文
1.
Hani, A. F. M.、Malik, A. S.、Kamil, R.、Thong, C.-M.(2012)。A Review of SMD-PCB Defects and Detection Algorithms。SPIE,1-7。
2.
Tasi, D.-M.(2012)。Automatic visual inspection for surface defects。2012 International Symposium on Semiconductor Manufacturing Intelligence (ISMI2012) & 2012 Decision Analysis Symposium (DAS2012)。Hsinchu。
圖書
1.
Breiman, L.、Freidman, J. H.、Olshen, R. A.、Stone, C. J.(1984)。Classification and Regression Trees。Pacific Grove, CA:Wadsworth & Brooks/Cole Advanced Books & Softward。
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