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Detection of gel and lids using histogram matching along with contour area and shape-based constraints:
Posts by Collection
portfolio
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Diameter detection of the hole in adapters accurately to the tenth of a millimeter using a Raspberry Pi and a Pi camera:
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Classification of metal diaphragms and their visual explanations using Grad-CAM and RISE:
Code Paper
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State of the art deep learning anomaly detection methods augmented with traditional computer vision to detect defects on the borders and in the critical region with (close to) pixel perfect acccuracy:
Code
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Inference using custom calssifer and fine-tuned feature extractor to identify defects on patches/tiles of dynamically processed video frames in challenging (for AI) enviroments:
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Estimating distortions in the Fourier ptychographic microscopy experimental setup using vignetting circles corresponding to different LED illuminations:
Code
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Modeling scalar wave propagation through thin scatterers to analyze speckle fields and optimize phase masks for coded wavefront sensing:
Code
publications
Published in Proc. Korea Information and Communications Society (KICS) Summer Conference, 2020
Recommended citation: S. M. Kazim, A. Farooq, J. ur Rehman, and H. Shin, "Applied Bayesian Qubit State Tomography," Proc. Korea Information and Communications Society (KICS) Summer Conference, pp. 190-192 Korea, Aug. 2020.
Published in Proc. Korea Information and Communications Society (KICS) Winter Conference, 2021
Recommended citation: S. M. Kazim, J. ur Rehman, and H. Shin, "Adaptive Optimal Basis Tomography for Qubits," Proc. Korea Information and Communications Society (KICS) Winter Conference, pp. 395-396 Korea, Feb. 2021.
Published in Quantum Inf. Process., 2021
Recommended citation: S. M. Kazim, A. Farooq, J. ur Rehman, and H. Shin, "Adaptive quantum state tomography with iterative particle filtering," Quantum Inf. Process., Sep. 2021 https://link.springer.com/article/10.1007/s11128-021-03267-x
Published in Proc. Korea Information and Communications Society (KICS) Winter Conference, 2022
Recommended citation: S. M. Kazim, J. ur Rehman, and H. Shin, "Robust Ground State Tomography with Neural Networks," Proc. Korea Information and Communications Society (KICS) Winter Conference, Feb. 2022
Published in , 2022
Recommended citation: S. M. Kazim, J. Tayyub, M. Sarmad, and Patrick Werner, "Metal Diaphragm Seal Defect Detection Using Convolutional Neural Networks," Feb. 2022
Published in Transactions on Machine Learning Research, 2024
Recommended citation: K. Baeuerle, P. Mueller, S. M. Kazim, I. Ihrke, and M. Keuper, "Learning the essential in less than 2k additional weights- a simple approach to improve image classification stability," Transactions on Machine Learning Research, Jun. 2024
Published in Opt. Continuum, 2024
Recommended citation: J. Meshreki, S. M, Kazim, and I. Ihrke, "Optical system characterization in Fourier ptychographic microscopy," Opt. Continuum, Nov. 2024 https://opg.optica.org/optcon/fulltext.cfm?uri=optcon-3-11-2218&id=563306
Direct Image Classification from Fourier Ptychography Microscopy Measurements without Reconstruction
Published in International Symposium on Computational Sensing (ISCS), 2025
Recommended citation: N. S. Agarwal, J. P. Schneider, K. V. Gandikota†, S. M. Kazim, J. Meshreki, I. Ihrke, and M. Moeller, "Direct image classification from Fourier ptychographic microscopy measurements without reconstruction," International Symposium on Computational Sensing (ISCS), Mar. 2025
Published in International Symposium on Computational Sensing (ISCS), 2025
Recommended citation: S. M. Kazim, F. Strasser, M. Løvmo, A. Nehrych, S. Moser, M. Ziemczonok, W. Heidrich, I. Ihrke, and M. Ritsch-Marte, "Performance validation of coded wavefront sensing for quantitative phase imaging of static and dynamic Specimens using digital holographic microscopy," International Symposium on Computational Sensing (ISCS), Mar. 2025
Published in Opt. Express, 2025
Recommended citation: S. M. Kazim, F. Strasser, M. Løvmo, A. Nehrych, S. Moser, M. Ziemczonok, W. Heidrich, I. Ihrke, and M. Ritsch-Marte, "Coded wavefront sensing for video-rate quantitative phase imaging and tomography: validation with digital holographic microscopy," Optica Open, May. 2025 https://doi.org/10.1364/opticaopen.28936898
talks
Published:
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teaching
Undergraduate course, University 1, Department, 2014
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Workshop, University 1, Department, 2015
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