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Plankton recognition from imaging flow cytometer data using convolutional neural networks
(2018)
Research on plankton populations is bottlenecked by the ability to obtain species-level information within a required time frame. Recent technological advances in imaging hardware have made it possible to obtain large ...
Improving the performance of Bayesian deep model training for artery-vein segmentation
(2020)
Retinal images are an important tool for diagnosis of ocular diseases. Automating the process of screening the retinal images would allow wider screening and make diagnosing of patients’ swifter. The possibility of performing ...
Determination of resolution, repeatability, and detection capability improvements of automatic optical inspection in micro-electro-mechanical systems manufacturing
(2022)
Automatic optical inspection (AOI) is a quality monitoring system used in many industries. In semiconductor industry, it is used to detect anomalies, inter alia, defects in wafers and micro-electro-mechanical systems (MEMS). ...
Geometric verification for Saimaa ringed seal re-identification
(2023)
Ongoing conservation efforts of the Saimaa ringed seal (Pusa hispida saimensis) utilize an image-based re-identification, but the re-identification is mostly done manually. Due to enlarging image data sets of seals, the ...