Vít Růžička : Publications

Journal papers

• [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

• [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

• [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

• [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

Conference papers

• [1]

  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)