Benefiting from Quantum? A Comparative Study of Q-Seg, Quantum-Inspired Techniques, and U-Net for Crack Segmentation

Authors: Srinivasan, Akshaya, Geng, Alexander, Macaluso, Antonio, Kiefer-Emmanouilidis, Maximilian, Moghiseh, Ali

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Condensed Matter - Disordered Systems and Neural Networks, Electrical Engineering and Systems Science - Image and Video Processing

Access URL: http://arxiv.org/abs/2410.10713

LLM-Generated Tips Rival Expert-Created Tips in Helping Students Answer Quantum-Computing Questions

Authors: Krupp, Lars, Bley, Jonas, Gobbi, Isacco, Geng, Alexander, Müller, Sabine, Suh, Sungho, Moghiseh, Ali, Medina, Arcesio Castaneda, Bartsch, Valeria, Widera, Artur, Ott, Herwig, Lukowicz, Paul, Karolus, Jakob, Kiefer-Emmanouilidis, Maximilian

Subject Terms: Computer Science - Human-Computer Interaction

Access URL: http://arxiv.org/abs/2407.17024

Variational Quantum Linear Solver enhanced Quantum Support Vector Machine

Authors: Yi, Jianming, Suresh, Kalyani, Moghiseh, Ali, Wehn, Norbert

Subject Terms: Quantum Physics, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2309.07770

Hybrid quantum transfer learning for crack image classification on NISQ hardware

Authors: Geng, Alexander, Moghiseh, Ali, Redenbach, Claudia, Schladitz, Katja

Subject Terms: Quantum Physics, Computer Science - Artificial Intelligence, Electrical Engineering and Systems Science - Image and Video Processing, Mathematics - Statistics Theory

Access URL: http://arxiv.org/abs/2307.16723

Improved Anisotropic Gaussian Filters

Authors: Keilmann, Alex, Godehardt, Michael, Moghiseh, Ali, Redenbach, Claudia, Schladitz, Katja

Source: Image Analysis and Stereology, 43(2024), 9-22

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2303.13278

Deep learning for image based shelve inventories

Authors: Muller, Oliver, Fend, Chiara, Moghiseh, Ali, Schladitz, Katja, Stephani, Henrike, Weibel, Thomas

Source: 2020 10th International Symposium on Signal, Image, Video and Communications (ISIVC) Signal, Image, Video and Communications (ISIVC), 2020 10th International Symposium on. :1-6 Apr, 2021

Relation: 2020 10th International Symposium on Signal, Image, Video and Communications (ISIVC)

Assessing cloudiness in nonwovens

Authors: Godehardt, Michael, Moghiseh, Ali, Oetjen, Christine, Ohser, Joachim, Ringger, Simon, Schladitz, Katja, Windschiegel, Ingo

Source: FILTECH 2022 - 8-10 March - Cologne - Germany - Conference Proceedings - ISBN: 978-3-941655-19-5

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, 62M40, 62P30, I.4.7, I.4.9

Access URL: http://arxiv.org/abs/2204.06275

A hybrid quantum image edge detector for the NISQ era

Authors: Geng, Alexander, Moghiseh, Ali, Redenbach, Claudia, Schladitz, Katja

Subject Terms: Quantum Physics, Computer Science - Artificial Intelligence, Electrical Engineering and Systems Science - Image and Video Processing

Access URL: http://arxiv.org/abs/2203.12072

An unambiguous cloudiness index for nonwovens

Authors: Godehardt, Michael, Moghiseh, Ali, Oetjen, Christine, Ohser, Joachim, Schladitz, Katja

Source: Journal of Mathematics in Industry, 2022

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Electrical Engineering and Systems Science - Image and Video Processing, 62M40, 62P30, I.4.7, I.4.9

Access URL: http://arxiv.org/abs/2201.02011

Improved FRQI on superconducting processors and its restrictions in the NISQ era

Authors: Geng, Alexander, Moghiseh, Ali, Redenbach, Claudia, Schladitz, Katja

Subject Terms: Quantum Physics, Computer Science - Machine Learning, Electrical Engineering and Systems Science - Image and Video Processing

Access URL: http://arxiv.org/abs/2110.15672

Hybrid quantum transfer learning for crack image classification on NISQ hardware.

Authors: Geng, Alexander^1,2 (AUTHOR) alexander.geng@itwm.fraunhofer.de, Moghiseh, Ali¹ (AUTHOR) ali.moghiseh@itwm.fraunhofer.de, Redenbach, Claudia² (AUTHOR) claudia.redenbach@rptu.de, Schladitz, Katja¹ (AUTHOR) katja.schladitz@itwm.fraunhofer.de

Source: AIP Conference Proceedings. 2025, Vol. 3182 Issue 1, p1-11. 11p.

LLM-generated tips rival expert-created tips in helping students answer quantum-computing questions.

Authors: Krupp, Lars^1,2, kruppl@rptu.de, Bley, Jonas³, jonas.bley@rptu.de, Gobbi, Isacco⁴, isacco.gobbi@itwm.fraunhofer.de, Geng, Alexander⁴, alexander.geng@itwm.fraunhofer.de, Müller, Sabine⁴, sabine.mueller@itwm.fraunhofer.de, Suh, Sungho², sungho.suh@dfki.de, Moghiseh, Ali⁴, ali.moghiseh@itwm.fraunhofer.de, Castaneda Medina, Arcesio⁴, arcesio.castaneda.medina@itwm.fraunhofer.de, Bartsch, Valeria⁵, valeria.bartsch@cml.fraunhofer.de, Widera, Artur³, widera@rhrk.uni-kl.de, Ott, Herwig³, ott@physik.uni-kl.de, Lukowicz, Paul^1,2, paul.lukowicz@dfki.de, Karolus, Jakob^1,2, jakob.karolus@dfki.de, Kiefer-Emmanouilidis, Maximilian^1,2,3, maxkiefer@physik.uni-kl.de

Source: EPJ Quantum Technology; 3/4/2025, Vol. 12 Issue 1, p1-23, 23p

Improved FRQI on superconducting processors and its restrictions in the NISQ era.

Authors: Geng, Alexander¹ (AUTHOR) alexander.geng@itwm.fraunhofer.de, Moghiseh, Ali¹ (AUTHOR), Redenbach, Claudia² (AUTHOR), Schladitz, Katja¹ (AUTHOR)

Source: Quantum Information Processing. Feb2023, Vol. 22 Issue 2, p1-22. 22p.

Quantum image processing on real superconducting and trapped-ion based quantum computers.

Authors: Geng, Alexander¹, alexander.geng@itwm.fraunhofer.de, Moghiseh, Ali¹, ali.moghiseh@itwm.fraunhofer.de, Redenbach, Claudia², redenbach@mathematik.uni-kl.de, Schladitz, Katja¹, katja.schladitz@itwm.fraunhofer.de

Source: Technisches Messen; Jul2023, Vol. 90 Issue 7/8, p445-454, 10p

Challenges and approaches when realizing online surface inspection systems with deep learning algorithms.

Authors: Stephani, Henrike¹, henrike.stephani@itwm.fraunhofer.de, Weibel, Thomas¹, Rösch, Ronald¹, Moghiseh, Ali¹

Source: Discover Data; 2023, Vol. 1 Issue 1, p1-9, 9p

This result is not displayed to guests.
Login for full access.

Analysis of the package diameter in winding processes by image analysis and a linear regression model.

Authors: Gramsch, Simone, Bell, Erik Gordon, Moghiseh, Ali, Schmeißer, Andre

Source: Journal of Engineered Fabrics & Fibers (JEFF); 2022, Vol. 17, p1-10, 10p

Subject Terms: IMAGE analysis, REGRESSION analysis, LINEAR statistical models, DIAMETER, DIGITAL twin, MANUFACTURING processes

Comparing optimization methods for deep learning in image processing applications.

Authors: Geng, Alexander¹, alexander.geng@itwm.fraunhofer.de, Moghiseh, Ali¹, ali.moghiseh@itwm.fraunhofer.de, Redenbach, Claudia², redenbach@mathematik.uni-kl.de, Schladitz, Katja¹, katja.schladitz@itwm.fraunhofer.de

Source: Technisches Messen; Jul2021, Vol. 88 Issue 7/8, p443-453, 11p

This result is not displayed to guests.
Login for full access.

This result is not displayed to guests.
Login for full access.