dr inż. Magdalena Mazur-Milecka
Employment
- Assistant professor at Department of Biomedical Engineering
Social media
Contact
- magmilec@pg.edu.pl
Assistant professor
- Workplace
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Budynek A Elektroniki
room EA 106 open in new tab - Phone
- (58) 348 62 94
- magmilec@pg.edu.pl
Publication showcase
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Deep learning based thermal image segmentation for laboratory animals tracking
Automated systems for behaviour classification of laboratory animals are an attractive alternative to manual scoring. However, the proper animals separation and tracking, especially when they are in close contact, is the bottleneck of the behaviour analysis systems. In this paper, we propose a method for the segmentation of thermal images of laboratory rats that are in close contact during social behaviour tests. For this, we are...
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Deep Instance Segmentation of Laboratory Animals in Thermal Images
In this paper we focus on the role of deep instance segmentation of laboratory rodents in thermal images. Thermal imaging is very suitable to observe the behaviour of laboratory animals, especially in low light conditions. It is an non-intrusive method allowing to monitor the activity of animals and potentially observe some physiological changes expressed in dynamic thermal patterns. The analysis of the recorded sequence of thermal...
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Automatic analysis of the aggressive behavior of laboratory animals using thermal video processing
The bite detection is very important but difficult element of the social interaction analysis. Standard observation methods like human observer or a camcorder of visible light frequencies fail in this case. However, it is possible to discern cooler spots on the rodent's body that appear after body contact with another individual, and vanish after short time. These spots are assumed to be a saliva trace left on fur after bite. In...
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