메뉴 건너뛰기




Volumn 66, Issue , 2015, Pages 1-10

Automated visual inspection in the semiconductor industry: A survey

Author keywords

Automated visual inspection; LED; Semiconductor industry; TFT LCD; Wafer

Indexed keywords

AUTOMATION; COMPUTATIONAL EFFICIENCY; INSPECTION; LIGHT EMITTING DIODES; LIQUID CRYSTAL DISPLAYS; OPTICAL DATA PROCESSING; SEMICONDUCTOR DEVICE MANUFACTURE; SEMICONDUCTOR DIODES; SILICON WAFERS; THIN FILM TRANSISTORS;

EID: 84915731798     PISSN: 01663615     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compind.2014.10.006     Document Type: Review
Times cited : (270)

References (60)
  • 2
    • 0023980279 scopus 로고
    • Automated visual inspection: 1981 to 1987
    • R. Chin Automated visual inspection: 1981 to 1987 Computer Vision Graphics Image Processing 41 3 1987 346 381
    • (1987) Computer Vision Graphics Image Processing , vol.41 , Issue.3 , pp. 346-381
    • Chin, R.1
  • 5
    • 79960164328 scopus 로고    scopus 로고
    • Graphic supervisory control of an automatic optical inspection for LED properties
    • R.F. Fung, C.Y. Yang, and C.T. Lai Graphic supervisory control of an automatic optical inspection for LED properties Measurement 44 2011 1349 1360
    • (2011) Measurement , vol.44 , pp. 1349-1360
    • Fung, R.F.1    Yang, C.Y.2    Lai, C.T.3
  • 7
    • 0028751410 scopus 로고
    • Patterned wafer inspection by high resolution spectral estimation techniques
    • B.H. Khalaj, H.K. Aghajan, and T. Kailath Patterned wafer inspection by high resolution spectral estimation techniques Machine Vision Applications 7 3 1994 178 185
    • (1994) Machine Vision Applications , vol.7 , Issue.3 , pp. 178-185
    • Khalaj, B.H.1    Aghajan, H.K.2    Kailath, T.3
  • 8
    • 79951578819 scopus 로고    scopus 로고
    • Mean shift-based defect detection in multicrystalline solar wafer surfaces
    • D.-M. Tsai, and J.-Y. Luo Mean shift-based defect detection in multicrystalline solar wafer surfaces IEEE Transactions on Industrial Informatics 7 1 2011 125 135
    • (2011) IEEE Transactions on Industrial Informatics , vol.7 , Issue.1 , pp. 125-135
    • Tsai, D.-M.1    Luo, J.-Y.2
  • 9
    • 79951579742 scopus 로고    scopus 로고
    • Defect inspection in low-contrast LCD images using Hough transform-based nonstationary line detection
    • W.-C. Li, and D.-M. Tsai Defect inspection in low-contrast LCD images using Hough transform-based nonstationary line detection IEEE Transactions on Industrial Informatics 7 1 2011 136 147
    • (2011) IEEE Transactions on Industrial Informatics , vol.7 , Issue.1 , pp. 136-147
    • Li, W.-C.1    Tsai, D.-M.2
  • 13
    • 0033336322 scopus 로고    scopus 로고
    • Boundary extraction of brightness unevenness on LCD display using genetic algorithm based on perceptive grouping actors
    • F. Saitoh Boundary extraction of brightness unevenness on LCD display using genetic algorithm based on perceptive grouping actors Proceedings of the International Conference on Image Processing 2 1999 308 312
    • (1999) Proceedings of the International Conference on Image Processing , vol.2 , pp. 308-312
    • Saitoh, F.1
  • 14
    • 84862908191 scopus 로고    scopus 로고
    • Directional textures auto-inspection using discrete cosine transform
    • D.-B. Perng, and S.-H. Chen Directional textures auto-inspection using discrete cosine transform International Journal of Production Research 49 23 2011 7171 7187
    • (2011) International Journal of Production Research , vol.49 , Issue.23 , pp. 7171-7187
    • Perng, D.-B.1    Chen, S.-H.2
  • 15
    • 80052962655 scopus 로고    scopus 로고
    • Wavelet-based defect detection in solar wafer images with inhomogeneous texture
    • W.-C. Li, and D.-M. Tsai Wavelet-based defect detection in solar wafer images with inhomogeneous texture Pattern Recognition 45 2012 742 756
    • (2012) Pattern Recognition , vol.45 , pp. 742-756
    • Li, W.-C.1    Tsai, D.-M.2
  • 16
    • 0034245675 scopus 로고    scopus 로고
    • A neural-network approach to recognize defect spatial pattern in semiconductor fabrication
    • F.-L. Chen, and S.-F. Liu A neural-network approach to recognize defect spatial pattern in semiconductor fabrication IEEE Transactions on Semiconductor Manufacturing 13 3 2000 366 373
    • (2000) IEEE Transactions on Semiconductor Manufacturing , vol.13 , Issue.3 , pp. 366-373
    • Chen, F.-L.1    Liu, S.-F.2
  • 17
    • 0006774198 scopus 로고    scopus 로고
    • Automatic surface inspection using wavelet reconstruction
    • D.-M. Tsai, and B. Hsiao Automatic surface inspection using wavelet reconstruction Pattern Recognition 34 2001 1285 1305
    • (2001) Pattern Recognition , vol.34 , pp. 1285-1305
    • Tsai, D.-M.1    Hsiao, B.2
  • 18
    • 0035476317 scopus 로고    scopus 로고
    • A digital image-based measurement system for a LCD backlight module
    • C.S. Lin, W.Z. Wu, Y.L. Lay, and M.W. Chang A digital image-based measurement system for a LCD backlight module Optics & Laser Technology 33 7 2001 499 505
    • (2001) Optics & Laser Technology , vol.33 , Issue.7 , pp. 499-505
    • Lin, C.S.1    Wu, W.Z.2    Lay, Y.L.3    Chang, M.W.4
  • 19
  • 20
    • 0037402075 scopus 로고    scopus 로고
    • Automatic b selection for wavelet reconstruction in the application of defect detection
    • D.-M. Tsai, and C.-H. Chiang Automatic b selection for wavelet reconstruction in the application of defect detection Image and Vision Computing 21 2003 413 431
    • (2003) Image and Vision Computing , vol.21 , pp. 413-431
    • Tsai, D.-M.1    Chiang, C.-H.2
  • 21
    • 0142063407 scopus 로고    scopus 로고
    • Novelty detection: A review - Part 1: Statistical approaches
    • M. Markou, and S. Singh Novelty detection: a review - Part 1: Statistical approaches Signal Processing 83 2003 2481 2497
    • (2003) Signal Processing , vol.83 , pp. 2481-2497
    • Markou, M.1    Singh, S.2
  • 22
    • 0142126712 scopus 로고    scopus 로고
    • Novelty detection: A review - Part 2: Neural network based approaches
    • M. Markou, and S. Singh Novelty detection: a review - Part 2: Neural network based approaches Signal Processing 83 2003 2481 2497
    • (2003) Signal Processing , vol.83 , pp. 2481-2497
    • Markou, M.1    Singh, S.2
  • 26
    • 19844374398 scopus 로고    scopus 로고
    • Fuzzy recognition of the defect of TFT-LCD
    • Y. Zhang, and J. Zhang Fuzzy recognition of the defect of TFT-LCD Proceedings of SPIE 5637 2005 233 240
    • (2005) Proceedings of SPIE , vol.5637 , pp. 233-240
    • Zhang, Y.1    Zhang, J.2
  • 28
    • 15344344368 scopus 로고    scopus 로고
    • Defect detection on semiconductor wafer surfaces
    • N.G. Shankara, and Z.W. Zhong Defect detection on semiconductor wafer surfaces Microelectronic Engineering 77 2005 337 346
    • (2005) Microelectronic Engineering , vol.77 , pp. 337-346
    • Shankara, N.G.1    Zhong, Z.W.2
  • 29
    • 31844451550 scopus 로고    scopus 로고
    • Automatic defect inspection of patterned thin film transistor-liquid crystal display (TFT-LCD) panels using one-dimensional Fourier reconstruction wavelet decomposition
    • D.-M. Tsai, and C.-Y. Hung Automatic defect inspection of patterned thin film transistor-liquid crystal display (TFT-LCD) panels using one-dimensional Fourier reconstruction wavelet decomposition International Journal of Production Research 43 21 2005 4589 4607
    • (2005) International Journal of Production Research , vol.43 , Issue.21 , pp. 4589-4607
    • Tsai, D.-M.1    Hung, C.-Y.2
  • 30
    • 27844501085 scopus 로고    scopus 로고
    • Liquid crystal display surface uniformity defect inspection using analysis of variance exponentially weighted moving average techniques
    • B.C. Jiang, C.C. Wang, and H.C. Liu Liquid crystal display surface uniformity defect inspection using analysis of variance exponentially weighted moving average techniques International Journal of Production Research 43 1 2005 67 80
    • (2005) International Journal of Production Research , vol.43 , Issue.1 , pp. 67-80
    • Jiang, B.C.1    Wang, C.C.2    Liu, H.C.3
  • 31
    • 18144408060 scopus 로고    scopus 로고
    • Automatic optical inspection for detecting defects on printed circuit board inner layers
    • H. Rau, and C.H. Wu Automatic optical inspection for detecting defects on printed circuit board inner layers International Journal of Advanced Manufacturing Technology 25 9-10 2005 940 946
    • (2005) International Journal of Advanced Manufacturing Technology , vol.25 , Issue.910 , pp. 940-946
    • Rau, H.1    Wu, C.H.2
  • 32
    • 33746087241 scopus 로고    scopus 로고
    • Defect detection in textile fabric images using wavelet transforms independent component analysis
    • A. Serdaroglu, A. Ertuzun, and A. Ercil Defect detection in textile fabric images using wavelet transforms independent component analysis Pattern Recognition Image Analysis 16 1 2006 61 64
    • (2006) Pattern Recognition Image Analysis , vol.16 , Issue.1 , pp. 61-64
    • Serdaroglu, A.1    Ertuzun, A.2    Ercil, A.3
  • 33
    • 34548249604 scopus 로고    scopus 로고
    • Detection of pinhole defects on chips wafers using DCT enhancement in computer vision system
    • H.-D. Lin, and D.-C. Ho Detection of pinhole defects on chips wafers using DCT enhancement in computer vision system International Journal of Advanced Manufacturing Technology 34 2007 567 583
    • (2007) International Journal of Advanced Manufacturing Technology , vol.34 , pp. 567-583
    • Lin, H.-D.1    Ho, D.-C.2
  • 34
    • 33846448161 scopus 로고    scopus 로고
    • A neural-network approach for an automatic LED inspection system
    • W.-C. Chen, and S.-W. Hsu A neural-network approach for an automatic LED inspection system Expert Systems with Applications 33 2007 531 537
    • (2007) Expert Systems with Applications , vol.33 , pp. 531-537
    • Chen, W.-C.1    Hsu, S.-W.2
  • 35
    • 34248569228 scopus 로고    scopus 로고
    • An adaptive level-selecting wavelet transform for texture defect detection
    • Y. Han, and P. Shi An adaptive level-selecting wavelet transform for texture defect detection Image and Vision Computing 25 2007 1239 1248
    • (2007) Image and Vision Computing , vol.25 , pp. 1239-1248
    • Han, Y.1    Shi, P.2
  • 36
    • 34547297326 scopus 로고    scopus 로고
    • Automated visual inspection of ripple defects using wavelet characteristics based multivariate statistical approach
    • H. Lin Automated visual inspection of ripple defects using wavelet characteristics based multivariate statistical approach Image and Vision Computing 25 2007 1785 1801
    • (2007) Image and Vision Computing , vol.25 , pp. 1785-1801
    • Lin, H.1
  • 37
    • 33847035619 scopus 로고    scopus 로고
    • One-dimensional-based automatic defect inspection of multiple patterned TFT-LCD panels using Fourier image reconstruction
    • D.-M. Tsai, S.-T. Chuang, and Y.-H. Tseng One-dimensional-based automatic defect inspection of multiple patterned TFT-LCD panels using Fourier image reconstruction International Journal of Production Research 45 6 2007 1297 1321
    • (2007) International Journal of Production Research , vol.45 , Issue.6 , pp. 1297-1321
    • Tsai, D.-M.1    Chuang, S.-T.2    Tseng, Y.-H.3
  • 38
    • 33947673392 scopus 로고    scopus 로고
    • Clustered defect detection of high quality chips using self-supervised multilayer perceptron
    • C.J. Huang Clustered defect detection of high quality chips using self-supervised multilayer perceptron Expert Systems with Applications 33 3 2007 996 1003
    • (2007) Expert Systems with Applications , vol.33 , Issue.3 , pp. 996-1003
    • Huang, C.J.1
  • 40
    • 44649125341 scopus 로고    scopus 로고
    • Defect detection in periodically patterned surfaces using independent component analysis
    • D.-M. Tsai, and S.-C. Lai Defect detection in periodically patterned surfaces using independent component analysis Pattern Recognition 41 2008 2812 2832
    • (2008) Pattern Recognition , vol.41 , pp. 2812-2832
    • Tsai, D.-M.1    Lai, S.-C.2
  • 41
    • 42249112102 scopus 로고    scopus 로고
    • Independent component analysis-based defect detection in patterned liquid crystal display surfaces
    • C.J. Lu, and D.-M. Tsai Independent component analysis-based defect detection in patterned liquid crystal display surfaces Image and Vision Computing 26 2008 955 970
    • (2008) Image and Vision Computing , vol.26 , pp. 955-970
    • Lu, C.J.1    Tsai, D.-M.2
  • 42
    • 38349079017 scopus 로고    scopus 로고
    • Computer-vision-based fabric defect detection: A survey
    • A. Kumar Computer-vision-based fabric defect detection: a survey IEEE Transactions on Industrial Electronics 55 1 2008 348 363
    • (2008) IEEE Transactions on Industrial Electronics , vol.55 , Issue.1 , pp. 348-363
    • Kumar, A.1
  • 43
    • 62949147809 scopus 로고    scopus 로고
    • A review of recent advances in surface defect detection using texture analysis techniques
    • X. Xie A review of recent advances in surface defect detection using texture analysis techniques Electronic Letters on Computer Vision Image Analysis 7 3 2008 1 22
    • (2008) Electronic Letters on Computer Vision Image Analysis , vol.7 , Issue.3 , pp. 1-22
    • Xie, X.1
  • 44
    • 37449022393 scopus 로고    scopus 로고
    • Recognition of semiconductor defect patterns using spatial filtering spectral clustering
    • C.H. Wang Recognition of semiconductor defect patterns using spatial filtering spectral clustering Expert Systems with Applications 34 3 2008 1914 1923
    • (2008) Expert Systems with Applications , vol.34 , Issue.3 , pp. 1914-1923
    • Wang, C.H.1
  • 47
    • 56649124420 scopus 로고    scopus 로고
    • Separation of composite defect patterns on wafer bin map using support vector clustering
    • C.-H. Wang Separation of composite defect patterns on wafer bin map using support vector clustering Expert Systems with Applications 36 2009 2554 2561
    • (2009) Expert Systems with Applications , vol.36 , pp. 2554-2561
    • Wang, C.-H.1
  • 48
    • 58349083057 scopus 로고    scopus 로고
    • Applying wavelets transform, rough set theory support vector machine for copper clad laminate defects classification
    • T.-S. Li Applying wavelets transform, rough set theory support vector machine for copper clad laminate defects classification Expert Systems with Application 36 2009 5822 5829
    • (2009) Expert Systems with Application , vol.36 , pp. 5822-5829
    • Li, T.-S.1
  • 51
    • 77956393367 scopus 로고    scopus 로고
    • Automatic detection of Mura defect in TFT-LCD based on regression diagnostics
    • S.-K.S. Fan, and Y.-C. Chuang Automatic detection of Mura defect in TFT-LCD based on regression diagnostics Pattern Recognition Letters 31 2010 2397 2404
    • (2010) Pattern Recognition Letters , vol.31 , pp. 2397-2404
    • Fan, S.-K.S.1    Chuang, Y.-C.2
  • 52
    • 70449699697 scopus 로고    scopus 로고
    • Micro-crack inspection in heterogeneously textured solar wafers using anisotropic diffusion
    • D.-M. Tsai, C.-C. Chang, and S.-M. Chao Micro-crack inspection in heterogeneously textured solar wafers using anisotropic diffusion Image and Vision Computing 28 2010 491 501
    • (2010) Image and Vision Computing , vol.28 , pp. 491-501
    • Tsai, D.-M.1    Chang, C.-C.2    Chao, S.-M.3
  • 53
    • 77349091330 scopus 로고    scopus 로고
    • Experimental verification of super-resolution optical inspection for semiconductor defect by using sting wave illumination shift
    • S. Usuki, H. Nishioka, S. Takahashi, and K. Takamasu Experimental verification of super-resolution optical inspection for semiconductor defect by using sting wave illumination shift International Journal of Advanced Manufacturing Technology 46 2010 863 875
    • (2010) International Journal of Advanced Manufacturing Technology , vol.46 , pp. 863-875
    • Usuki, S.1    Nishioka, H.2    Takahashi, S.3    Takamasu, K.4
  • 56
    • 84915781692 scopus 로고    scopus 로고
    • A novel defect detection and identification method in optical inspection
    • L. Xie, R. Huang, N. Gu, and Z. Cao A novel defect detection and identification method in optical inspection Neural Computing and Applications 2013 1 10
    • (2013) Neural Computing and Applications , pp. 1-10
    • Xie, L.1    Huang, R.2    Gu, N.3    Cao, Z.4
  • 58
    • 84912032946 scopus 로고    scopus 로고
    • Automatic inspection system of LED chip using two-stages back-propagation neural network
    • C.F.J. Kuo, C.T.M. Hsu, Z.X. Liu, and H.C. Wu Automatic inspection system of LED chip using two-stages back-propagation neural network Journal of Intelligent Manufacturing 2014 1 9
    • (2014) Journal of Intelligent Manufacturing , pp. 1-9
    • Kuo, C.F.J.1    Hsu, C.T.M.2    Liu, Z.X.3    Wu, H.C.4
  • 60
    • 84876284448 scopus 로고    scopus 로고
    • A novel defect inspection method for semiconductor wafer based on magneto-optic imaging
    • Z. Pan, L. Chen, W. Li, G. Zhang, and P. Wu A novel defect inspection method for semiconductor wafer based on magneto-optic imaging Journal of Low Temperature Physics 170 5-6 2013 436 441
    • (2013) Journal of Low Temperature Physics , vol.170 , Issue.56 , pp. 436-441
    • Pan, Z.1    Chen, L.2    Li, W.3    Zhang, G.4    Wu, P.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.