Learning to Segment Blob-like Objects by Image-Level Counting

There is a high demand for manually annotated data in many of the segmentation tasks based on neural networks. Selecting objects pixel by pixel not only takes much time, but it can also lead to inattentiveness and to inconsistencies due to changing annotators for different datasets and monotonous wo...

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Bibliographic Details
Main Authors: Konstantin Wüstefeld, Robin Ebbinghaus, Frank Weichert
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/13/22/12219