Vít Růžička : Publications
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[1]
Semantic segmentation of methane plumes with hyperspectral machine learning models
Vít Růžička‚ Gonzalo Mateo−Garcia‚ Luis Gómez−Chova‚ Vaughan Anna‚ Luis Guanter and Andrew Markham
In Scientific Reports. Vol. 13. No. 1. Pages 19999. November, 2023.
Details about Semantic segmentation of methane plumes with hyperspectral machine learning models | BibTeX data for Semantic segmentation of methane plumes with hyperspectral machine learning models | DOI (10.1038/s41598-023-44918-6) | Link to Semantic segmentation of methane plumes with hyperspectral machine learning models
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[2]
Fast model inference and training on−board of Satellites
Vít Růžička‚ Gonzalo Mateo−García‚ Chris Bridges‚ Chris Brunskill‚ Cormac Purcell‚ Nicolas Longépé and Andrew Markham
In IGARSS Session: The Age of AI and Edge Computing in Space Has Come. 2023.
Details about Fast model inference and training on−board of Satellites | BibTeX data for Fast model inference and training on−board of Satellites
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[3]
RaVÆn: unsupervised change detection of extreme events using ML on−board satellites
Vít Růžička‚ Anna Vaughan‚ Daniele De Martini‚ James Fulton‚ Valentina Salvatelli‚ Chris Bridges‚ Gonzalo Mateo−Garcia and Valentina Zantedeschi
In Scientific reports. Vol. 12. No. 1. Pages 16939. 2022.
Details about RaVÆn: unsupervised change detection of extreme events using ML on−board satellites | BibTeX data for RaVÆn: unsupervised change detection of extreme events using ML on−board satellites
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[4]
Deep active learning in remote sensing for data efficient change detection
Vít Růžička‚ Stefano D'Aronco‚ Jan Dirk Wegner and Konrad Schindler
In ECML/PKDD Workshop on Machine Learning for Earth Observation‚ 2020. 2020.
Details about Deep active learning in remote sensing for data efficient change detection | BibTeX data for Deep active learning in remote sensing for data efficient change detection
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[5]
Fast and accurate object detection in high resolution 4K and 8K video using GPUs
Vít Růžička and Franz Franchetti
In 2018 IEEE High Performance extreme Computing Conference (HPEC). Pages 1−7. 2018.
Details about Fast and accurate object detection in high resolution 4K and 8K video using GPUs | BibTeX data for Fast and accurate object detection in high resolution 4K and 8K video using GPUs | DOI (10.1109/HPEC.2018.8547574)