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Obrazowanie hiperspektralne, przetwarzanie obrazów, uczenie maszynowe

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Publikacje

2019

1. 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.

2018

4. 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.
5. 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

6. 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.
7. 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

8. 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.
9. 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

10. 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.
11. 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.

2012

13. 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

15. 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.
16. 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.
17. 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.
18. 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.

2010

20. 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

21. Romaszewski, M., and P. Głomb, "3D Mesh Approximation Using Vector Quantization", Advances in Soft Computing, vol. 57/2009, pp. 71–78, V, 2009.
22. 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.