Year 2024

• Floodsar: Automatic mapping of river flooding extent from multitemporal SAR imagery

  Publication

  • T. E. Berezowski (formerly: T. Berezowski)
  • S. Niemiec
  • A. Chybicki

  - SoftwareX - Year 2024

  Floodsar is an open-source tool for automatic mapping of the flood extent from a time series of synthetic aperture radar (SAR) imagery. Floodsar is unsupervised, however, it requires defining the parameters search space, geographical area of interest, and some river gauge observations (e.g. water levels or discharges) time series that overlap temporarily with the SAR imagery. Applications of Floodsar are mainly in real-time monitoring...

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Year 2023

• AffecTube — Chrome extension for YouTube video affective annotations

  Publication

  • D. Kulas
  • M. Wróbel

  - SoftwareX - Year 2023

  The shortage of emotion-annotated video datasets suitable for training and validating machine learning models for facial expression-based emotion recognition stems primarily from the significant effort and cost required for manual annotation. In this paper, we present AffecTube as a comprehensive solution that leverages crowdsourcing to annotate videos directly on the YouTube platform, resulting in ready-to-use emotion-annotated...

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