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ORCIDAgata M. Wijata
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2020 – today
- 2024
[c23]Bogdan Ruszczak
, Michal Myller, Lukasz Tulczyjew, Agata Wijata, Jakub Nalepa:
Particle Swarm Optimization Meets Deep Learning for Estimating Root-Zone Soil Moisture from Hyperspectral Images. GECCO Companion 2024: 695-698- [c22]Lukasz Tulczyjew, Michal Przewozniczek, Renato Tinós, Agata M. Wijata, Jakub Nalepa:
CANNIBAL Unveils the Hidden Gems: Hyperspectral Band Selection via Clustering of Weighted Variable Interaction Graphs. GECCO 2024 - [c21]Agata M. Wijata, Bartlomiej Pycinski, Jakub Nalepa:
Selecting Image Features for Biopsy Needle Detection in Ultrasound Images Using Genetic Algorithms. GECCO Companion 2024: 703-706 - [c20]Martyna Kurbiel, Agata M. Wijata, Jakub Nalepa:
Predicting the MGMT Promoter Methylation Status in T2-FLAIR Magnetic Resonance Imaging Scans Using Machine Learning. ICPRAM 2024: 872-879 - [c19]Bartosz Grabowski, Agata M. Wijata, Lukasz Tulczyjew, Bertrand Le Saux, Jakub Nalepa:
Soil Analysis with Very Few Labels Using Semi-Supervised Hyperspectral Image Classification. IGARSS 2024: 407-411 - [c18]Wiktor Gacek, Lukasz Tulczyjew, Agata M. Wijata, Nicolas Longépé, Bertrand Le Saux, Jakub Nalepa:
Estimating Soil Parameters from Hyperspectral Imagesusing Ensembles of Classic and Deep Machine Learning Models. IGARSS 2024: 412-416 - [c17]Agata M. Wijata, Artur Miroszewski, Bertrand Le Saux, Nicolas Longépé, Bogdan Ruszczak, Jakub Nalepa:
Detection of Bare Soil in Hyperspectral Images Using Quantum-Kernel Support Vector Machines. IGARSS 2024: 817-822 - [c16]Agata M. Wijata, Tomasz Lakota, Marcin Cwiek, Bogdan Ruszczak, Michal Gumiela, Lukasz Tulczyjew, Andrzej Bartoszek, Nicolas Longépé, Krzysztof Smykala, Jakub Nalepa:
Intuition-1: Toward In-Orbit Bare Soil Detection Using Spectral Vegetation Indices. IGARSS 2024: 1708-1712 - [c15]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:
Designing (Not Only) Lunar Space Data Centers. IGARSS 2024: 6104-6108 - [i1]Vladimir Zaigrajew, Hubert Baniecki, Lukasz Tulczyjew, Agata M. Wijata, Jakub Nalepa, Nicolas Longépé, Przemyslaw Biecek:
Red Teaming Models for Hyperspectral Image Analysis Using Explainable AI. CoRR abs/2403.08017 (2024) - 2023
- [c14]Rafal Dubel, Agata M. Wijata, Jakub Nalepa:
On the Impact of Noisy Labels on Supervised Classification Models. ICCS (2) 2023: 111-119 - [c13]Bogdan Ruszczak, Agata M. Wijata, Jakub Nalepa:
Estimating Chlorophyll Content from Hyperspectral Data Using Gradient Features. ICCS (2) 2023: 196-203 - [c12]Agata M. Wijata, Jakub Nalepa:
Machine Learning Detects a Biopsy Needle in Ultrasound Images. ICIP 2023: 3548-3552 - [c11]Michal Gumiela, Alicja Musial, Agata M. Wijata, Dawid Lazaj, Jonas Weiss, Patricia Sagmeister, Thomas Morf, Martin L. Schmatz, Jakub Nalepa:
Benchmarking Space-Based Data Center Architectures. IGARSS 2023: 4970-4973 - [c10]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:
Toward On-Board Methane Detection in Hyperspectral Images. IGARSS 2023: 5866-5869 - 2022
- [j5]Bogdan Ruszczak, Agata M. Wijata, Jakub Nalepa:
Unbiasing the Estimation of Chlorophyll from Hyperspectral Images: A Benchmark Dataset, Validation Procedure and Baseline Results. Remote. Sens. 14(21): 5526 (2022) - [c9]Agata M. Wijata, Jakub Nalepa:
Unbiased Validation of the Algorithms for Automatic Needle Localization in Ultrasound-Guided Breast Biopsies. ICIP 2022: 3571-3575 - 2021
- [j4]Jan Maria Juszczyk, Agata Wijata, Joanna Czajkowska, Michal Krecichwost, Marcin Rudzki, Marta Biesok, Bartlomiej Pycinski, Jakub Majewski, Jacek Kostecki, Ewa Pietka:
Wound 3D Geometrical Feature Estimation Using Poisson Reconstruction. IEEE Access 9: 7894-7907 (2021) - [j3]Michal Krecichwost, Joanna Czajkowska, Agata Wijata, Jan Maria Juszczyk, Bartlomiej Pycinski, Marta Biesok, Marcin Rudzki, Jakub Majewski, Jacek Kostecki, Ewa Pietka:
Chronic wounds multimodal image database. Comput. Medical Imaging Graph. 88: 101844 (2021) - [j2]Jan Maria Juszczyk, Pawel Badura, Joanna Czajkowska, Agata Wijata, Jacek Andrzejewski, Pawel Bozek, Michal Smolinski, Marta Biesok, Agata Sage, Marcin Rudzki, Wojciech Wieclawek:
Automated size-specific dose estimates using deep learning image processing. Medical Image Anal. 68: 101898 (2021)
2010 – 2019
- 2019
- [c8]Joanna Czajkowska, Marta Biesok, Jan Maria Juszczyk, Agata M. Wijata, Bartlomiej Pycinski, Michal Krecichwost, Ewa Pietka:
An Automatic Method of Chronic Wounds Segmentation in Multimodal Images. ITIB 2019: 249-257 - [c7]Jan Maria Juszczyk, Agata M. Wijata, Joanna Czajkowska, Marta Biesok, Bartlomiej Pycinski, Ewa Pietka:
Evaluation of Methods for Volume Estimation of Chronic Wounds. ITIB 2019: 258-267 - 2018
- [j1]Marcin D. Bugdol, Monika N. Bugdol, Anna M. Lipowicz, Andrzej W. Mitas, Maria J. Bienkowska, Agata M. Wijata:
Prediction of menarcheal status of girls using voice features. Comput. Biol. Medicine 100: 296-304 (2018) - [c6]Wojciech Wieclawek, Marcin Rudzki, Agata Wijata, Marta Galinska:
Preliminary Development of an Automatic Breast Tumour Segmentation Algorithm from Ultrasound Volumetric Images. ITIB 2018: 77-88 - [c5]Bartlomiej Pycinski, Jan Maria Juszczyk, Agata Wijata, Marta Galinska, Joanna Czajkowska, Ewa Pietka:
Image Guided Core Needle Biopsy of the Breast. ITIB 2018: 160-171 - [c4]Marcin D. Bugdol, Maria J. Bienkowska, Monika N. Bugdol, Anna M. Lipowicz, Andrzej W. Mitas, Agata Wijata:
Evaluation of Puberty in Girls by Spectral Analysis of Voice. ITIB 2018: 243-250 - 2016
- [c3]Marcin D. Bugdol, Monika N. Bugdol, Anna M. Lipowicz, Andrzej W. Mitas, Maria J. Bienkowska, Agata M. Wijata, Dariusz Danel:
Longitudinal Voice Study (LoVoiS) Methodology and Preliminary Research Results. ITIB (1) 2016: 389-397 - [c2]Anna M. Lipowicz, Andrzej W. Mitas, Marcin D. Bugdol, Monika N. Bugdol, Maria J. Bienkowska, Agata M. Wijata, Dariusz Danel:
Pre and Post Menarche - Girls' Bodies Parameters Comparison. ITIB (1) 2016: 399-408 - [c1]Andrzej W. Mitas, Anna M. Lipowicz, Agata M. Wijata, Maria J. Bienkowska:
Impact of Music on the Effectiveness of Performing Mathematical-Logical Tasks. ITIB (1) 2016: 409-420
Coauthor Index
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