Przemyslaw Glomb

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 26

Top Topics

Hyperspectral Image Classification

Convolutional Neural Networks

Top Venues

VISIGRAPP (3: VISAPP)

Publications

Michal Cholewa, Michal Romaszewski, Przemyslaw Glomb, Katarzyna Kolodziej, Michal Gorawski, Jakub Koral, Wojciech Koral, Andrzej Madej, Kryspin Musiol
'Just One More Sensor is Enough' - Iterative Water Leak Localization with Physical Simulation and a Small Number of Pressure Sensors. CoRR (2024)
Kamil Ksiazek, Wilhelm Masarczyk, Przemyslaw Glomb, Michal Romaszewski, Iga Stoklosa, Piotr Scislo, Pawel Debski, Robert Pudlo, Krisztián Búza, Piotr Gorczyca, Magdalena Piegza
Assessment of symptom severity in psychotic disorder patients based on heart rate variability and accelerometer mobility data. Comput. Biol. Medicine 176 (2024)
Michal Romaszewski, Przemyslaw Sekula, Przemyslaw Glomb, Michal Cholewa, Katarzyna Kolodziej
Through the Thicket: A Study of Number-Oriented LLMs derived from Random Forest Models. CoRR (2024)
Anna Strzoda, Krzysztof Grochla, Przemyslaw Glomb, Andrzej Madej
Link failure prediction in LoRa networks. IWCMC (2023)
Bartlomiej Gardas, Przemyslaw Glomb, Przemyslaw Sadowski, Zbigniew Puchala, Konrad Jalowiecki, Lukasz Pawela, Orphee Faucoz, Pierre-Marie Brunet, Piotr Gawron, Matthijs van Waveren, Mickael Savinaud, Guillaume Pasero, Véronique Defonte
Hyper-Spectral Image Classification Using Adiabatic Quantum Computation. IGARSS (2023)
Krisztián Búza, Kamil Ksiazek, Wilhelm Masarczyk, Przemyslaw Glomb, Piotr Gorczyca, Magdalena Piegza
A Simple and Effective Classifier for the Detection of Schizophrenia and Bipolar Disorder based on Heart Rate Variability Time Series. ITAT (2023)
Przemyslaw Glomb, Michal Cholewa, Pawel Foszner, Jakub Bularz
Continual learning of a time series model using a mixture of HMMs with application to the IoT fuel sensor verification. FedCSIS (2023)
Kamil Ksiazek, Przemyslaw Glomb, Michal Romaszewski, Michal Cholewa, Bartosz Grabowski, Krisztián Búza
Improving Autoencoder Training Performance for Hyperspectral Unmixing with Network Reinitialisation. ICIAP (1) (2022)
Krzysztof Grochla, Anna Strzoda, Rafal Marjasz, Przemyslaw Glomb, Kamil Ksiazek, Zbigniew Laskarzewski
Energy-Aware Algorithm for Assignment of Relays in LP WAN. ACM Trans. Sens. Networks 18 (4) (2022)
Bartosz Grabowski, Przemyslaw Glomb, Kamil Ksiazek, Krisztián Búza
Improving Autoencoders Performance for Hyperspectral Unmixing Using Clustering. ACIIDS (Companion) (2022)
Bartosz Grabowski, Przemyslaw Glomb, Wojciech Masarczyk, Pawel Plawiak, Özal Yildirim, U. Rajendra Acharya, Ru San Tan
Classification and Self-Supervised Regression of Arrhythmic ECG Signals Using Convolutional Neural Networks. CoRR (2022)
Kamil Ksiazek, Przemyslaw Glomb, Michal Romaszewski, Michal Cholewa, Bartosz Grabowski
Stable training of autoencoders for hyperspectral unmixing. CoRR (2021)
Michal Cholewa, Michal Romaszewski, Przemyslaw Glomb
Heuristical choice of SVM parameters. CoRR (2021)
Kamil Ksiazek, Michal Romaszewski, Przemyslaw Glomb, Bartosz Grabowski, Michal Cholewa
Blood Stain Classification with Hyperspectral Imaging and Deep Neural Networks. Sensors 20 (22) (2020)
Wojciech Masarczyk, Przemyslaw Glomb, Bartosz Grabowski, Mateusz Ostaszewski
Effective Training of Deep Convolutional Neural Networks for Hyperspectral Image Classification through Artificial Labeling. Remote. Sens. 12 (16) (2020)
Michal Romaszewski, Przemyslaw Glomb, Arkadiusz Sochan, Michal Cholewa
A Dataset for Evaluating Blood Detection in Hyperspectral Images. CoRR (2020)
Wojciech Masarczyk, Przemyslaw Glomb, Bartosz Grabowski, Mateusz Ostaszewski
Effective transfer learning for hyperspectral image classification with deep convolutional neural networks. CoRR (2019)
Michal Cholewa, Przemyslaw Glomb, Michal Romaszewski
A Spatial-Spectral Disagreement-Based Sample Selection With an Application to Hyperspectral Data Classification. IEEE Geosci. Remote. Sens. Lett. 16 (3) (2019)
Przemyslaw Glomb, Krzysztof Domino, Michal Romaszewski, Michal Cholewa
Band selection with Higher Order Multivariate Cumulants for small target detection in hyperspectral images. CoRR (2018)
Michal Romaszewski, Przemyslaw Glomb, Michal Cholewa
Adaptive, Hubness-Aware Nearest Neighbour Classifier with Application to Hyperspectral Data. ISCIS (2018)
Michal Cholewa, Piotr Gawron, Przemyslaw Glomb, Dariusz Kurzyk
Quantum hidden Markov models based on transition operation matrices. Quantum Inf. Process. 16 (4) (2017)
Michal Cholewa, Przemyslaw Glomb
Two Stage SVM Classification for Hyperspectral Data. ICPRAM (2016)
Michal Romaszewski, Przemyslaw Glomb
Parameter Estimation for HOSVD-based Approximation of Temporally Coherent Mesh Sequences. VISIGRAPP (3: VISAPP) (2016)
Przemyslaw Glomb, Michal Cholewa
Performance of Interest Point Descriptors on Hyperspectral Images. VISIGRAPP (3: VISAPP) (2016)
Michal Cholewa, Przemyslaw Glomb
Natural human gestures classification using multisensor data. ACPR (2015)
Przemyslaw Glomb, Michal Cholewa
Experimental Evaluation of Selected Approaches to Covariance Matrix Regularization. ICAISC (2015)
Przemyslaw Sporysz, Przemyslaw Glomb
Improving the quality of mesh simplification with texture saliency measurement. IPTA (2014)
Przemyslaw Glomb, Arkadiusz Sochan
Surface Mixture Models for the Optimization of Object Boundary Representation. ICAISC (1) (2014)
Michal Romaszewski, Przemyslaw Glomb, Piotr Gawron
Natural hand gestures for human identification in a Human-Computer Interface. IPTA (2014)
Michal Cholewa, Przemyslaw Glomb
Estimation of the number of states for gesture recognition with Hidden Markov Models based on the number of critical points in time sequence. Pattern Recognit. Lett. 34 (5) (2013)
Marcin Blachnik, Przemyslaw Glomb
Do We Need Complex Models for Gestures? A Comparison of Data Representation and Preprocessing Methods for Hand Gesture Recognition. ICAISC (1) (2012)
Piotr Gawron, Przemyslaw Glomb, Jaroslaw Adam Miszczak, Zbigniew Puchala
Eigengestures for natural human computer interface CoRR (2011)
Przemyslaw Glomb, Michal Romaszewski, Sebastian Opozda, Arkadiusz Sochan
Choosing and Modeling the Hand Gesture Database for a Natural User Interface. Gesture Workshop (2011)
Michal Cholewa, Przemyslaw Glomb
Deciding of HMM parameters based on number of critical points for gesture recognition from motion capture data CoRR (2011)
Michal Romaszewski, Piotr Gawron, Przemyslaw Glomb
Towards a natural gesture interface: LDA-based gesture separability CoRR (2011)
Piotr Gawron, Przemyslaw Glomb, Jaroslaw Adam Miszczak, Zbigniew Puchala
Eigengestures for Natural Human Computer Interface. ICMMI (2011)
Przemyslaw Glomb, Michal Romaszewski, Arkadiusz Sochan, Sebastian Opozda
Unsupervised Parameter Selection for Gesture Recognition with Vector Quantization and Hidden Markov Models. INTERACT (4) (2011)
Arkadiusz Sochan, Przemyslaw Glomb, Krzysztof Skabek, Michal Romaszewski, Sebastian Opozda
Virtual Museum as an Example of 3D Content Distribution in the Architecture of a Future Internet. CN (2011)
Slawomir Nowak, Przemyslaw Glomb
Image Coding with Contourlet/Wavelet Transforms and SPIHT Algorithm - An Experimental Study. IMAGAPP (2009)
Przemyslaw Glomb
Analysis of fGn and http Requests Traces Using Localized Multiscale H Parameter Estimation. SAINT Workshops (2005)