Unsupervised machine learning based SEM image denoising for robust contour detection
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Magdy Bayoumi | Germain Fenger | Sandip Halder | Kasem Khalil | Philippe Leray | Kiarash Ahi | Bappaditya Dey | Samir Bhamidipati | Stewart Wu | Sayantan Das | Mark Pereira
[1] Florian Jug,et al. Noise2Void - Learning Denoising From Single Noisy Images , 2018, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).
[2] Kevin W Eliceiri,et al. NIH Image to ImageJ: 25 years of image analysis , 2012, Nature Methods.
[3] Magdy Bayoumi,et al. Machine Learning-Based Approach for Hardware Faults Prediction , 2020, IEEE Transactions on Circuits and Systems I: Regular Papers.
[4] Sergey Ioffe,et al. Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift , 2015, ICML.
[5] Chris A. Mack,et al. Analytical linescan model for SEM metrology , 2015, Advanced Lithography.
[6] Takumichi Sutani,et al. LER and LWR measurements used for monitoring wiggling and stochastic-failure (Conference Presentation) , 2019, Metrology, Inspection, and Process Control for Microlithography XXXIII.
[7] Hiroyuki Shindo,et al. A CD-gap-free contour extraction technique for OPC model calibration , 2011, Advanced Lithography.
[8] Thomas Brox,et al. U-Net: Convolutional Networks for Biomedical Image Segmentation , 2015, MICCAI.
[9] Patrick Schiavone,et al. Investigating SEM-contour to CD-SEM matching , 2021, Advanced Lithography.
[10] V. Farys,et al. Framework for SEM contour analysis , 2017, Advanced Lithography.
[11] Sandip Halder,et al. Unsupervised machine learning based CD-SEM image segregator for OPC and process window estimation , 2020 .
[12] Khaled Shaalan,et al. Speech Recognition Using Deep Neural Networks: A Systematic Review , 2019, IEEE Access.
[13] Miin-Shen Yang,et al. Unsupervised K-Means Clustering Algorithm , 2020, IEEE Access.
[14] Kasem Khalil,et al. Intelligent Fault-Prediction Assisted Self-Healing for Embryonic Hardware , 2020, IEEE Transactions on Biomedical Circuits and Systems.
[15] William Stafford Noble,et al. Support vector machine , 2013 .
[16] Magdy A. Bayoumi,et al. A Novel Reconfigurable Hardware Architecture of Neural Network , 2019, 2019 IEEE 62nd International Midwest Symposium on Circuits and Systems (MWSCAS).
[17] Matthijs Douze,et al. Deep Clustering for Unsupervised Learning of Visual Features , 2018, ECCV.
[18] Magdy A. Bayoumi,et al. SEM image denoising with unsupervised machine learning for better defect inspection and metrology , 2021, Advanced Lithography.
[19] Martha I. Sanchez,et al. Metrology, Inspection, and Process Control for Microlithography XXXI , 2017 .
[20] Magdy Bayoumi,et al. Economic LSTM Approach for Recurrent Neural Networks , 2019, IEEE Transactions on Circuits and Systems II: Express Briefs.
[21] Shrikanth S. Narayanan,et al. Machine learning and natural language processing in psychotherapy research: Alliance as example use case. , 2020, Journal of counseling psychology.
[23] Yuan Yu,et al. TensorFlow: A system for large-scale machine learning , 2016, OSDI.
[24] S. V. Sreenivasan,et al. Metrology, Inspection, and Process Control for Microlithography XXIX , 2015 .