Michał Romaszewski
Information
PhD
Michał
Romaszewski
Status
employee
Position
Adiunkt
Phone
+48 32 2317319 w.201
Orcid ID
Room
1
Research groupMachine Learning Group
Publications
Published
2020
- Głomb P.; Romaszewski M.; Anomaly detection in hyperspectral remote sensing images; Hyperspectral Remote Sensing: Theory & Applications; 2020
2019
- Cholewa M.; Głomb P.; Romaszewski M.; A Spatial-Spectral Disagreement-Based Sample Selection With an Application to Hyperspectral Data Classification; IEEE Geoscience and Remote Sensing Letters; 2019
2018
- Romaszewski M.; Sochan A.; Skabek K.; Matrix and Tensor-Based Approximation of 3D Face Animations from Low-Cost Range Sensors; Computer and Information Sciences; 2018
- Romaszewski M.; Głomb P.; Cholewa M.; Adaptive, Hubness-Aware Nearest Neighbour Classifier with Application to Hyperspectral Data; Computer and Information Sciences; 2018
- Głomb P.; Romaszewski M.; Cholewa M.; Domino K.; Application of hyperspectral imaging and Machine Learning methods for the detection of gunshot residue patterns; Forensic Science International; 2018
2016
- Romaszewski M.; Głomb P.; Cholewa M.; Semi-supervised hyperspectral classification from a small number of training samples using a co-training approach; ISPRS Journal of Photogrammetry and Remote Sensing; 2016
- Romaszewski M.; Głomb P.; 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
- Romaszewski M.; Głomb P.; Gawron P.; Djemal K.; Natural hand gestures for human identification in a Human-Computer Interface; Image Processing Theory Tools and Applications (IPTA), 2014 4th International Conference on; 2014
- Romaszewski M.; Gawron P.; Opozda S.; Dimensionality reduction of dynamic animations using HO-SVD; Lecture Notes in Artificial Intelligence; 2014
2013
- Romaszewski M.; Gawron P.; Opozda S.; Compression of animated 3D models using HO-SVD; arXiv:1310.1240; 2013
- Romaszewski M.; Gawron P.; Opozda S.; Dimensionality Reduction of Dynamic Mesh Animations Using HO-SVD; Journal of Artificial Intelligence and Soft Computing Research; 2013
- Cholewa M.; Głomb P.; Opozda S.; Romaszewski M.; Sochan A.; Kosiedowski M.; Kuśmierek E.; Bęben A.; Krawiec P.; Stroiński A.; Burakowski W.; Krawiec P.; Aplikacje Sieci Świadomej Treści; Inżynieria Internetu przyszłości część 2; 2013
2012
- Kosiedowski M.; Kuśmierek E.; Stroiński A.; Cholewa M.; Głomb P.; Opozda S.; Romaszewski M.; Sochan A.; Bęben A.; Krawiec P.; Aplikacje sieci świadomej treści; Przegląd telekomunikacyjny; 2012
- Głomb P.; Romaszewski M.; Opozda S.; Sochan A.; Choosing and Modeling the Hand Gesture Database for a Natural User Interface; Gesture and Sign Language in Human-Computer Interaction and Embodied Communication; 2012
2011
- Sochan A.; Głomb P.; Skabek K.; Romaszewski M.; Opozda S.; Kwiecień A.; Gaj P.; Stera P.; 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.; 2011
- Romaszewski M.; Głomb P.; The Effect of Multiple Training Sequences on HMM Classification of Motion Capture Gesture Data; Computer Recognition Systems; 2011
- Głomb P.; Romaszewski M.; Opozda S.; Sochan A.; Choosing and modeling hand gesture database for natural user interface; GW 2011: the 9th International Gesture in Embodied Communication and Human-Computer InteractionWorkshop; 2011
- Głomb P.; Romaszewski M.; Sochan A.; Opozda S.; Unsupervised Parameter Selection for Gesture Recognition with Vector Quantization and Hidden Markov Models; Lecture Notes in Computer Science, Human-Computer Interaction – INTERACT; 2011
2010
- Romaszewski M.; Opozda S.; Optimization of a Vector Quantizer's Quality for 3D Mesh Applications; Theoretical and Applied Informatics; 2010
2009
- Romaszewski M.; Opozda S.; Głomb P.; Choraś R.; Zabłudowski A.; 3D Mesh Identification Using Random Walks and Hidden Markov Models; Image Processing & Communications Challenges; 2009
- Romaszewski M.; Głomb P.; 3D Mesh Approximation Using Vector Quantization; Advances in Soft Computing; 2009
Projects
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
Project numberDOB-BIO6/18/102/Project duration-
Additional information
Interests
Image and time series processing, machine learning, large language models.