Browsing by Author "Meissner K."
Now showing items 1-2 of 2
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Benchmark database for fine-grained image classification of benthic macroinvertebrates
Raitoharju J.; Riabchenko E.; Ahmad I.; Iosifidis A.; Gabbouj M.; Kiranyaz S.; Tirronen V.; Ärje J.; Kärkkäinen S.; Meissner K.... more authors ... less authors ( Elsevier Ltd , 2018 , Article)Managing the water quality of freshwaters is a crucial task worldwide. One of the most used methods to biomonitor water quality is to sample benthic macroinvertebrate communities, in particular to examine the presence and ... -
Human experts vs. machines in taxa recognition
Arje J.; Raitoharju J.; Iosifidis A.; Tirronen V.; Meissner K.; Gabbouj M.; Kiranyaz, Mustafa Serkan; Karkkainen S.... more authors ... less authors ( Elsevier B.V. , 2020 , Article)The step of expert taxa recognition currently slows down the response time of many bioassessments. Shifting to quicker and cheaper state-of-the-art machine learning approaches is still met with expert scepticism towards ...