In-domain versus out-of-domain transfer learning in plankton image classification
Plankton microorganisms play a huge role in the aquatic food web. Recently, it has been
proposed to use plankton as a biosensor, since they can react to even minimal perturbations …
proposed to use plankton as a biosensor, since they can react to even minimal perturbations …
Efficient unsupervised learning of biological images with compressed deep features
Abstract Machine learning has significantly impacted the analysis of biological images and
is now an important part of many biological data analysis pipelines. A variety of biological …
is now an important part of many biological data analysis pipelines. A variety of biological …
Survey of automatic plankton image recognition: challenges, existing solutions and future perspectives
T Eerola, D Batrakhanov, NV Barazandeh… - Artificial Intelligence …, 2024 - Springer
Planktonic organisms including phyto-, zoo-, and mixoplankton are key components of
aquatic ecosystems and respond quickly to changes in the environment, therefore their …
aquatic ecosystems and respond quickly to changes in the environment, therefore their …
[HTML][HTML] Computer vision and deep learning meet plankton: Milestones and future directions
Planktonic organisms play a pivotal role within aquatic ecosystems, serving as the
foundation of the aquatic food chain while also playing a critical role in climate regulation …
foundation of the aquatic food chain while also playing a critical role in climate regulation …
Anomaly detection in feature space for detecting changes in phytoplankton populations
Plankton organisms are fundamental components of the earth's ecosystem. Zooplankton
feeds on phytoplankton and is predated by fish and other aquatic animals, being at the core …
feeds on phytoplankton and is predated by fish and other aquatic animals, being at the core …
The response of microalgae and plankton to climate change and human activities
This special Research Topic is dedicated to exploring the responses of microalgae and
plankton to climate change and human-induced environmental alterations. Encompassing …
plankton to climate change and human-induced environmental alterations. Encompassing …
Creating a Microstructure Latent Space with Rich Material Information for Multiphase Alloy Design
X Ma, Y Zhang, C Wang, M Wang, M Huang… - ar** approaches
aimed at enhancing the efficiency and precision of image classification in the domain of …
aimed at enhancing the efficiency and precision of image classification in the domain of …
Knowledge Transferability for Data-Efficient Deep Learning
A Maracani - 2024 - tesidottorato.depositolegale.it
Deep Learning has demonstrated remarkable progress in various Computer Vision tasks.
However, its effectiveness often relies on the availability of large, well-annotated datasets. In …
However, its effectiveness often relies on the availability of large, well-annotated datasets. In …