Kaisa Kraft

Towards operational phytoplankton recognition with automated high-throughput imaging, near-real-time data processing, and convolutional neural networks

Kaisa Kraft, Otso Velhonoja, Tuomas Eerola et al. · Frontiers in Marine Science · 2022 · 51 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20

First Application of IFCB High-Frequency Imaging-in-Flow Cytometry to Investigate Bloom-Forming Filamentous Cyanobacteria in the Baltic Sea

Kaisa Kraft, Heidi Hällfors, Sanna Suikkanen et al. · Frontiers in Marine Science · 2021 · 43 citations · Full text

Biology, Bloom-forming Filamentous Cyanobacteria, Engineering +13

Survey of automatic plankton image recognition: challenges, existing solutions and future perspectives

Tuomas Eerola, Daniel Batrakhanov, Nastaran Vatankhah Barazandeh et al. · Artificial Intelligence Review · 2024 · 36 citations · Full text

Future Perspectives, Engineering, Underwater Imaging +16

Brownification affects phytoplankton community composition but not primary productivity in eutrophic coastal waters: A mesocosm experiment in the Baltic Sea

Kristian Spilling, Eero Asmala, Noora Haavisto et al. · The Science of The Total Environment · 2022 · 13 citations

Biogeochemistry, Community Composition, Engineering +7