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Obrazowanie hiperspektralne, przetwarzanie obrazów, uczenie maszynowe

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Publikacje

In Press

1. 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, Lecce, Italy, Springer, 05/2022, In Press.

2021

2020

4. Głomb, P., and M. Romaszewski, "Anomaly detection in hyperspectral remote sensing images", Hyperspectral Remote Sensing: Theory & Applications: Elsevier, 2020.
5. 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.

2019

9. 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.
10. 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.
11. 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

13. 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.
14. 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

15. 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.
16. 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

17. 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.
18. 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.

2013

19. 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.
21. 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.

2012

22. 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

24. 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.
25. 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.

Strony