dr inż. Magdalena Mazur-Milecka
Employment
- Assistant professor at Department of Biomedical Engineering
Business contact
- Location
- Al. Zwycięstwa 27, 80-219 Gdańsk
- Phone
- +48 58 348 62 62
- biznes@pg.edu.pl
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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Smart city and fire detection using thermal imaging
In this paper, we summarize the results obtained from fire experiments. The aim of the work was to develop new methods of fire detection using IR thermal imaging cameras and dedicated image processing. We conducted 4 experiments in different configurations and with the use of different objects. The conducted experiments have shown the great usefulness of infrared cameras for detecting the seeds of a fire. Even cheap low-resolution...
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Sperm segmentation and abnormalities detection during the ICSI procedure using machine learning algorithms
(1) About 15-20% of couples struggle with the problem of infertility. 30 to 40% of these cases are caused by abnormalities in the structure and motility of sperm. Sometimes the only possibility for such people is to use the procedure of artificial insemination. CASA systems are used to increase the efficiency of this procedure by selecting the appropriate sperm cell. (2) This paper presents an approach to the sperm classification...
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