Michał Romaszewski, PhD Email: Orcid ID: 0000-0002-8227-929XPosition: assistant professorResearch groups Machine Learning Group Room: 1Phone: +48 32 2317319 w.201 Interests: Hyperspectral imaging, image processing, machine learning Horizontal TabsPublications Biblio RSS 2023 1. Głomb, P., M. Cholewa, W. Koral, A. Madej, and M. Romaszewski, "Detection of emergent leaks using machine learning approaches", Water Supply, vol. 23, issue 6, 05/2023. 2. Książek, K., W. Masarczyk, P. Głomb, M. Romaszewski, I. Stokłosa, P. Ścisło, P. Dębski, R. Pudlo, K. Buza, P. Gorczyca, et al., "The analysis of heart rate variability and accelerometer mobility data in the assessment of symptom severity in psychotic disorder patients using a wearable Polar H10 sensor", medXriv, 08/2023. 3. Ciemięga, A., K. Maresz, M. Romaszewski, P. Głomb, P. Krupska-Wolas, and K. Prusik, "Hyperspectral Imaging as a Facile and Non-Destructive Method for Size Analysis of Gold Nanoparticles Deposited on Porous Materials", Particle & Particle Systems Characterization, 2023. 4. Książek, K., W. Masarczyk, P. Głomb, M. Romaszewski, I. Stokłosa, P. Ścisło, P. Dębski, R. Pudlo, P. Gorczyca, and M. Piegza, HRV-ACC: a dataset with R-R intervals and accelerometer data for the diagnosis of psychotic disorders using a Polar H10 wearable sensor, 2023. 2022 5. Książek, K., P. Głomb, M. Romaszewski, M. Cholewa, B. Grabowski, and K. Buza, "Improving Autoencoder Training Performance for Hyperspectral Unmixing with Network Reinitialisation", 21st International Conference on Image Analysis and Processing, vol. 13231, Lecce, Italy, Springer, Cham, 05/2022. 2021 6. Pałka, F., W. Książek, P. Pławiak, M. Romaszewski, and K. Książek, "Hyperspectral Classification of Blood-Like Substances Using Machine Learning Methods Combined with Genetic Algorithms in Transductive and Inductive Scenarios", Sensors, vol. 21, 03/2021. 7. Romaszewski, M., P. Głomb, A. Sochan, and M. Cholewa, "A dataset for evaluating blood detection in hyperspectral images", Forensic Science International, vol. 320, 2021. 2020 8. Romaszewski, M., P. Głomb, A. Sochan, and M. Cholewa, A Dataset for Evaluating Blood Detection in Hyperspectral Images [Data set], 2020. 9. Domino, M., M. Romaszewski, T. Jasiński, and M. Maśko, "Comparison of the Surface Thermal Patterns of Horses and Donkeys in Infrared Thermography Images", Animals, vol. 10, issue 12, pp. 2201, 11/2020. 10. Książek, K., M. Romaszewski, P. Głomb, B. Grabowski, and M. Cholewa, "Blood Stain Classification with Hyperspectral Imaging and Deep Neural Networks", Sensors, vol. 20, issue Recent Advances in Multi- and Hyperspectral Image Analysis, 11/2020. 11. Głomb, P., and M. Romaszewski, "Anomaly detection in hyperspectral remote sensing images", Hyperspectral Remote Sensing: Theory & Applications: Elsevier, 2020. 12. Domino, M., M. Romaszewski, T. Jasiński, and M. Maśko, Comparison of surface thermal patterns of horses and donkeys in IRT images [Data set], 2020. 2019 13. Cholewa, M., P. Głomb, and M. Romaszewski, "A Spatial-Spectral Disagreement-Based Sample Selection With an Application to Hyperspectral Data Classification", IEEE Geoscience and Remote Sensing Letters, vol. 16, pp. 467-471, March, 2019. 14. Głomb, P., K. Domino, M. Romaszewski, and M. Cholewa, "Band selection with Higher Order Multivariate Cumulants for small target detection in hyperspectral images", PP-RAI'2019, Wrocław, Poland, Wroclaw University of Science and Technology, pp. p. 121, 2019. 15. Grabowski, B., P. Głomb, M. Romaszewski, and M. Ostaszewski, "Unsupervised deep learning approach to hyperspectral anomaly detection", PP-RAI'2019, Wrocław, Poland, Wroclaw University of Science and Technology, 2019. 2018 16. Głomb, P., M. Romaszewski, M. Cholewa, and K. Domino, "Application of hyperspectral imaging and Machine Learning methods for the detection of gunshot residue patterns", Forensic Science International, vol. 290, 07/2018. 17. Romaszewski, M., P. Głomb, and M. Cholewa, "Adaptive, Hubness-Aware Nearest Neighbour Classifier with Application to Hyperspectral Data", Computer and Information Sciences: Springer International Publishing, 2018. 18. Romaszewski, M., A. Sochan, and K. Skabek, "Matrix and Tensor-Based Approximation of 3D Face Animations from Low-Cost Range Sensors", Computer and Information Sciences, Cham, Springer International Publishing, 2018. 2016 19. Romaszewski, M., and P. Głomb, "Parameter Estimation for HOSVD-based Approximation of Temporally Coherent Mesh Sequences", Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 2016. 20. Romaszewski, M., P. Głomb, and M. Cholewa, "Semi-supervised hyperspectral classification from a small number of training samples using a co-training approach", ISPRS Journal of Photogrammetry and Remote Sensing, vol. 121, pp. 60 - 76, 2016. 2014 21. Romaszewski, M., P. Głomb, and P. Gawron, "Natural hand gestures for human identification in a Human-Computer Interface", Image Processing Theory Tools and Applications (IPTA), 2014 4th International Conference on: IEEE, pp. 404–409, 10, 2014. 22. Romaszewski, M., P. Gawron, and S. Opozda, "Dimensionality reduction of dynamic animations using HO-SVD", Lecture Notes in Artificial Intelligence, vol. 8467, pp. 757–768, 2014. 2013 23. Cholewa, M., P. Głomb, S. Opozda, M. Romaszewski, A. Sochan, M. Kosiedowski, E. Kuśmierek, A. Bęben, P. Krawiec, and A. Stroiński, "Aplikacje Sieci Świadomej Treści", Inżynieria Internetu przyszłości część 2: Oficyna Wydawnicza PW, 2013. 24. Romaszewski, M., P. Gawron, and S. Opozda, "Dimensionality Reduction of Dynamic Mesh Animations Using HO-SVD", Journal of Artificial Intelligence and Soft Computing Research, vol. 3, no. 4, pp. 277–289, 2013. 25. Romaszewski, M., P. Gawron, and S. Opozda, "Compression of animated 3D models using HO-SVD", arXiv:1310.1240, 2013. Pages12następna ›ostatnia » Projects (POIR.01.01.01-00-1414/20, 2021 - 2023) (POIR.01.01.01-00-0376/17-00, 2017 - 2019) (POIR.01.02.00-00-0307/16, 2017 - 2020) 4. Semantic tensor networks for large data sets analysis (2014/15/B/ST6/05204, 2015 - 2019) 5. Development of system solutions supporting the analysis of crime and accident scenes on the basis of the data acquired by laser scanning and satellite measurement techniques (DOB-BIO6/18/102/, 2014 - 2017) 6. Opracowanie metod implementacji inteligentnego systemu przedpłatowego dla indywidualnych odbiorców gazu (K3/HI3/227945, 2014 - 2016) 7. Badanie i rozwój wdrożeń demonstracyjnych inteligentnego systemu zarządzania stanami paliw i optymalizacji dostaw dla detalistów paliw płynnych (UOD-DEM-1-211/001, 2014 - 2016) 8. The development of mechatronic device for hand rehabilitation (HiTech-159414, 2013 - 2014) 9. Representation of dynamic 3D scenes using the Atomic Shapes Network model (2011/03/D/ST6/03753, 2012 - 2015) 10. Opracowanie i budowa modeli oraz metod implementacji inteligentnych systemów monitorowania liczników gazu (HiTech 182421, 2012 - 2014) 11. Eksperymentalne stanowisko do integracji i prezentacji widoków przestrzennych (N N516 482340, 2011 - 2013) 12. Implementation of a demonstrator of tracking, stabilisation, and panorama building for an airplane vision channel (-, 2010 - 2010) 13. Development of an algorithm prototype, and applications for tracking objects in images from airplane-mounted camera (-, 2010 - 2010) 14. Future Internet Engineering - 3D Internet, digital cinema, UHD (POIG.01.01.02-00-045, 2010 - 2012) 15. User interface based on natural gestures for exploration of virtual 3D spaces (N N516 405137, 2009 - 2011) 16. Development and implementation of filters for receiving, decoding and archiving video streams using the DirectShow architecture (-, 2009 - 2009) 17. Study of binarization algorithms and develope adaptive binarization algorithm for implementation in Virtex IV FPGA (-, 2009 - 2009) 18. Interactive devices for rehabilitation of children and adolescents with impaired mobility (R03 046 02, 2007 - 2010)