Agata M. Wijata

According to our database, Agata M. Wijata authored at least 29 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Red Teaming Models for Hyperspectral Image Analysis Using Explainable AI.

Vladimir Zaigrajew, Hubert Baniecki, Lukasz Tulczyjew, Agata M. Wijata, Jakub Nalepa, Nicolas Longépé, Przemyslaw Biecek

CoRR, 2024

Detection of Bare Soil in Hyperspectral Images Using Quantum-Kernel Support Vector Machines.

Agata M. Wijata, Artur Miroszewski, Bertrand Le Saux, Nicolas Longépé, Bogdan Ruszczak, Jakub Nalepa

Proceedings of the IGARSS 2024, 2024

Designing (Not Only) Lunar Space Data Centers.

Agata M. Wijata, Alicja Musial, Dawid Lazaj, Michal Gumiela, Mateusz Przeliorz, Jonas Weiss, Patricia Sagmeister, Thomas Morf, Martin L. Schmatz, Nicolas Longépé, Pierre-Philippe Mathieu, Jakub Nalepa

Proceedings of the IGARSS 2024, 2024

Intuition-1: Toward In-Orbit Bare Soil Detection Using Spectral Vegetation Indices.

Agata M. Wijata, Tomasz Lakota, Marcin Cwiek, Bogdan Ruszczak, Michal Gumiela, Lukasz Tulczyjew, Andrzej Bartoszek, Nicolas Longépé, Krzysztof Smykala, Jakub Nalepa

Proceedings of the IGARSS 2024, 2024

Soil Analysis with Very Few Labels Using Semi-Supervised Hyperspectral Image Classification.

Bartosz Grabowski, Agata M. Wijata, Lukasz Tulczyjew, Bertrand Le Saux, Jakub Nalepa

Proceedings of the IGARSS 2024, 2024

Estimating Soil Parameters from Hyperspectral Imagesusing Ensembles of Classic and Deep Machine Learning Models.

Wiktor Gacek, Lukasz Tulczyjew, Agata M. Wijata, Nicolas Longépé, Bertrand Le Saux, Jakub Nalepa

Proceedings of the IGARSS 2024, 2024

Predicting the MGMT Promoter Methylation Status in T2-FLAIR Magnetic Resonance Imaging Scans Using Machine Learning.

Martyna Kurbiel, Agata M. Wijata, Jakub Nalepa

Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024

Selecting Image Features for Biopsy Needle Detection in Ultrasound Images Using Genetic Algorithms.

Agata M. Wijata, Bartlomiej Pycinski, Jakub Nalepa

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

CANNIBAL Unveils the Hidden Gems: Hyperspectral Band Selection via Clustering of Weighted Variable Interaction Graphs.

Lukasz Tulczyjew, Michal Przewozniczek, Renato Tinós, Agata M. Wijata, Jakub Nalepa

Proceedings of the Genetic and Evolutionary Computation Conference, 2024

Particle Swarm Optimization Meets Deep Learning for Estimating Root-Zone Soil Moisture from Hyperspectral Images.

Bogdan Ruszczak, Michal Myller, Lukasz Tulczyjew, Agata Wijata, Jakub Nalepa

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

2023

Toward On-Board Methane Detection in Hyperspectral Images.

Agata M. Wijata, Michel-François Foulon, Yves Bobichon, Nicolas Longépé, Roberto Camarero, Raffaele Vitulli, Marco Celesti, Gianluigi Di Cosimo, Ferran Gascon, Jens Nieke, Jakub Nalepa

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Benchmarking Space-Based Data Center Architectures.

Michal Gumiela, Alicja Musial, Agata M. Wijata, Dawid Lazaj, Jonas Weiss, Patricia Sagmeister, Thomas Morf, Martin L. Schmatz, Jakub Nalepa

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Machine Learning Detects a Biopsy Needle in Ultrasound Images.

Agata M. Wijata, Jakub Nalepa

Proceedings of the IEEE International Conference on Image Processing, 2023

Estimating Chlorophyll Content from Hyperspectral Data Using Gradient Features.

Bogdan Ruszczak, Agata M. Wijata, Jakub Nalepa

Proceedings of the Computational Science - ICCS 2023, 2023

On the Impact of Noisy Labels on Supervised Classification Models.

Rafal Dubel, Agata M. Wijata, Jakub Nalepa

Proceedings of the Computational Science - ICCS 2023, 2023

2022

Unbiasing the Estimation of Chlorophyll from Hyperspectral Images: A Benchmark Dataset, Validation Procedure and Baseline Results.

Bogdan Ruszczak, Agata M. Wijata, Jakub Nalepa

Remote. Sens., 2022

Unbiased Validation of the Algorithms for Automatic Needle Localization in Ultrasound-Guided Breast Biopsies.

Agata M. Wijata, Jakub Nalepa

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021

Automated size-specific dose estimates using deep learning image processing.

Jan Maria Juszczyk, Pawel Badura, Joanna Czajkowska, Agata Wijata, Jacek Andrzejewski, Pawel Bozek, Michal Smolinski, Marta Biesok, Agata Sage, Marcin Rudzki, Wojciech Wieclawek

Medical Image Anal., 2021

Chronic wounds multimodal image database.

Michal Krecichwost, Joanna Czajkowska, Agata Wijata, Jan Maria Juszczyk, Bartlomiej Pycinski, Marta Biesok, Marcin Rudzki, Jakub Majewski, Jacek Kostecki, Ewa Pietka

Comput. Medical Imaging Graph., 2021

Wound 3D Geometrical Feature Estimation Using Poisson Reconstruction.

Jan Maria Juszczyk, Agata Wijata, Joanna Czajkowska, Michal Krecichwost, Marcin Rudzki, Marta Biesok, Bartlomiej Pycinski, Jakub Majewski, Jacek Kostecki, Ewa Pietka

IEEE Access, 2021

2019

Evaluation of Methods for Volume Estimation of Chronic Wounds.

Jan Maria Juszczyk, Agata M. Wijata, Joanna Czajkowska, Marta Biesok, Bartlomiej Pycinski, Ewa Pietka

Proceedings of the Information Technology in Biomedicine, 2019

An Automatic Method of Chronic Wounds Segmentation in Multimodal Images.

Joanna Czajkowska, Marta Biesok, Jan Maria Juszczyk, Agata M. Wijata, Bartlomiej Pycinski, Michal Krecichwost, Ewa Pietka

Proceedings of the Information Technology in Biomedicine, 2019

2018

Prediction of menarcheal status of girls using voice features.

Marcin D. Bugdol, Monika N. Bugdol, Anna M. Lipowicz, Andrzej W. Mitas, Maria J. Bienkowska, Agata M. Wijata

Comput. Biol. Medicine, 2018

Preliminary Development of an Automatic Breast Tumour Segmentation Algorithm from Ultrasound Volumetric Images.

Wojciech Wieclawek, Marcin Rudzki, Agata Wijata, Marta Galinska

Proceedings of the Information Technology in Biomedicine, 2018

Image Guided Core Needle Biopsy of the Breast.

Bartlomiej Pycinski, Jan Maria Juszczyk, Agata Wijata, Marta Galinska, Joanna Czajkowska, Ewa Pietka

Proceedings of the Information Technology in Biomedicine, 2018

Evaluation of Puberty in Girls by Spectral Analysis of Voice.

Marcin D. Bugdol, Maria J. Bienkowska, Monika N. Bugdol, Anna M. Lipowicz, Andrzej W. Mitas, Agata Wijata

Proceedings of the Information Technology in Biomedicine, 2018

2016

Impact of Music on the Effectiveness of Performing Mathematical-Logical Tasks.

Andrzej W. Mitas, Anna M. Lipowicz, Agata M. Wijata, Maria J. Bienkowska

Proceedings of the Information Technologies in Medicine - 5th International Conference, 2016

Pre and Post Menarche - Girls' Bodies Parameters Comparison.

Anna M. Lipowicz, Andrzej W. Mitas, Marcin D. Bugdol, Monika N. Bugdol, Maria J. Bienkowska, Agata M. Wijata, Dariusz Danel

Proceedings of the Information Technologies in Medicine - 5th International Conference, 2016

Longitudinal Voice Study (LoVoiS) Methodology and Preliminary Research Results.

Marcin D. Bugdol, Monika N. Bugdol, Anna M. Lipowicz, Andrzej W. Mitas, Maria J. Bienkowska, Agata M. Wijata, Dariusz Danel

Proceedings of the Information Technologies in Medicine - 5th International Conference, 2016