Michał Romaszewski, PhD

Email: 

Orcid ID: 

0000-0002-8227-929X

Position: 

assistant professor
Research groups

Room: 

1

Phone: 

+48 32 2317319 w.201

Interests: 

Image and time series processing, machine learning, large language models.
 

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Publications
Biblio RSS

2018

26. 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.
27. 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.

2016

28. 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.
29. 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.

2014

30. 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.
31. 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

32. 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.
33. 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.
34. Romaszewski, M., P. Gawron, and S. Opozda, "Compression of animated 3D models using HO-SVD", arXiv:1310.1240, 2013.

2012

35. Kosiedowski, M., E. Kuśmierek, A. Stroiński, M. Cholewa, P. Głomb, S. Opozda, M. Romaszewski, A. Sochan, A. Bęben, and P. Krawiec, "Aplikacje sieci świadomej treści", Przegląd telekomunikacyjny, no. 8-9, pp. 1491–1502, 2012.
36. Głomb, P., M. Romaszewski, S. Opozda, and A. Sochan, "Choosing and Modeling the Hand Gesture Database for a Natural User Interface", Gesture and Sign Language in Human-Computer Interaction and Embodied Communication, Lecture Notes in Artificial Intelligence: Springer Berlin Heidelberg, 2012.

2011

37. Romaszewski, M., and P. Głomb, "The Effect of Multiple Training Sequences on HMM Classification of Motion Capture Gesture Data", Computer Recognition Systems, vol. 4: Springer, pp. 365–373, 2011.
38. Sochan, A., P. Głomb, K. Skabek, M. Romaszewski, and S. Opozda, "Virtual Museum as an Example of 3D Content Distribution in the Architecture of a Future Internet", Computer Networks 2011. Communications in Computer and Information Science 160., pp. 459–464, 2011.
39. Romaszewski, M., P. Gawron, and P. Głomb, Towards a natural gesture interface: LDA-based gesture separability, 2011.
40. Głomb, P., M. Romaszewski, A. Sochan, and S. Opozda, "Unsupervised Parameter Selection for Gesture Recognition with Vector Quantization and Hidden Markov Models", Lecture Notes in Computer Science, Human-Computer Interaction – INTERACT, vol. 6949, 2011.
41. Głomb, P., M. Romaszewski, S. Opozda, and A. Sochan, "Choosing and modeling hand gesture database for natural user interface", GW 2011: the 9th International Gesture in Embodied Communication and Human-Computer InteractionWorkshop, 2011.

2010

42. Romaszewski, M., and S. Opozda, "Optimization of a Vector Quantizer's Quality for 3D Mesh Applications", Theoretical and Applied Informatics, vol. 22, no. 2, pp. 131–140, 9, 2010.

2009

43. Romaszewski, M., S. Opozda, and P. Głomb, "3D Mesh Identification Using Random Walks and Hidden Markov Models", Image Processing & Communications Challenges: Academy Publishing House EXIT, pp. 302–308, 2009.
44. Romaszewski, M., and P. Głomb, "3D Mesh Approximation Using Vector Quantization", Advances in Soft Computing, vol. 57/2009, pp. 71–78, V, 2009.

Pages

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