Hybrid Approach to Colony-Forming Unit Counting Problem Using Multi-Loss U-Net Reformulation

Colony-Forming Unit (CFU) counting is a complex problem without a universal solution in biomedical and food safety domains. A multitude of sophisticated heuristics and segmentation-driven approaches have been proposed by researchers. However, U-Net remains the most frequently cited and used deep lea...

Full description

Bibliographic Details

Published in:	Sensors
Main Authors:	Vilen Jumutc, Artjoms Suponenkovs, Andrey Bondarenko, Dmitrijs Bļizņuks, Alexey Lihachev
Format:	Article
Language:	English
Published:	MDPI AG 2023-10-01
Subjects:	colony-forming unit deep learning U-Net segmentation
Online Access:	https://www.mdpi.com/1424-8220/23/19/8337