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Machine Vision Group
Department of Automatics and Robotics – Computer Vision Lab
Faculty of Electrical Engineering, Automatics, Computer Science and Biomedical Engineering
AGH University of Science and Technology
The Machine Vision Research Group (MVG Group) focuses on interdisciplinary research problems from the field of machine vision and medicine. The problems are solved using methods of digital image processing and analysis, machine learning and deep learning.
Team
| Joanna Jaworek-Korjakowska, Associate professor (dr hab. inż., prof. Uczelni) | Paweł Kłeczek, PhD | Anna Wójcicka, PhD |
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| Dariusz Kucharski, MSc PhD student | Andrzej Brodzicki, MSc PhD student | Michał Piekarski, MSc PhD student | Aleksander Kostuch, MSc PhD student | Maciej Aleksandrowicz, MSc PhD student | Filip Noworolnik, MSc PhD student |
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Contact
- e-mail: mdig@agh.edu.pl
- building: B-1, room: 314a
Aktualności
[2023-12-27] Our first DeepRL publication
We are delighted to announce that our first work in the field of Deep Reinforcement Learning (DeepRL) entitled "Metrics for Assessing Generalization of Deep Reinforcement Learning in Parameterized Environments" has been published at Journal of Artificial Intelligence and Soft Computing Research (IF 2.8). This work of Maciej and Joanna is the beginning of the DeepRL series. It is also worth emphasizing that this is the Maciej's first article as the first author.
The article links: Paper | GitHub repository
[2023-06-20] ICRA 2023 attendance
One of our team member, Maciej, participated in ICRA 2023 (International Conference on Robotics and Automation), one of the most important robotics conferences worldwide, organized by the prestigious IEEE RAS. During this amazing event, Maciej had the opportunity to gather incredible knowledge and learn about the latest trends in robotics and methods of using artificial intelligence to solve various manipulation and navigation problems. We look forward to seeing how Maciej will apply the experience he has accumulated to our new research projects.
Read it on Computer Vision Laboratory social media: LinkedIn (EN), Facebook (PL)
[2023-04-28] PP-RAI 2023
On begging of this week (24-26 April) Andrzej, Michał, Maciej and Aleksander participated in the 4th PP-RAI 2023 (Polish Conference on Artificial Intelligence) in Lodz, where they presented a poster entitled “Transformers neural networks applications in different computer vision tasks” (authors: Andrzej Brodzicki, Michał Piekarski, Aleksander Kostuch, Filip Noworolnik, Maciej Aleksandrowicz, Anna Wójcicka, Joanna Jaworek-Korjakowska). They listened to many interesting talks and viewed dozens of inspiring posters. They also took part in networking activities: a tour of Lodz, a reception and a gala dinner.
Read it on Computer Vision Laboratory social media: LinkedIn (EN), Facebook (PL)
[2022-12-31] Prestigious Conferences in 2022
Last year, members of our team attended three well-ranked conferences. In September, Joanna, Dariusz and Andrzej took part in MICCAI 2022 in Singapore, where they participated in Diabetic Foot Ulcer Challenge. In October, Anna represented our team during ECCV 2022 in Tel Aviv, where she presented our own dataset that can be used for artefact removal. Finally, in December Michał took part in another conference in Singapore - ICARCV 2022.
[2022-01-04] Scholarship at Stanford University for Joanna Jaworek-Korjakowska
Another great success in our team! Dr hab. inż. Joanna Jaworek-Korjakowska recieved a scholarship in the IV Edition of a Bekker Programme run by NAWA (Polish National Agency for Academic Exchange). She will be doing a three-month long research project in one of the most prestigious institutions in the wold - Stanford University, USA. You can read more about the Bekker Programme here
