Title :
Digital holographic microscopy and CNN based image processing for biohazard detection
Author :
Tökés, Szabolcs ; Szabó, Vilmos ; Orzó, László ; Divós, Péter ; Krivosija, Zoltán
Author_Institution :
CSWCL, CARI-HAS, Budapest
Abstract :
A new digital holographic microscope is developed and used to detect and identify microscopic organisms. Our demonstration setup shows the efficiency of this new kind of microscopy and provides insight how CNN can be used as an image processing framework to preprocess the gained data.
Keywords :
biohazards; biomedical optical imaging; cellular neural nets; holography; image processing; microorganisms; optical microscopy; biohazard detection; cellular neural network; digital holographic microscopy; image processing; microscopic organism; Biohazards; Cellular neural networks; Focusing; Holography; Image processing; Image reconstruction; Microscopy; Monitoring; Object detection; Organisms;
Conference_Titel :
Cellular Neural Networks and Their Applications, 2008. CNNA 2008. 11th International Workshop on
Conference_Location :
Santiago de Compostela
Print_ISBN :
978-1-4244-2089-6
Electronic_ISBN :
978-1-4244-2090-2
DOI :
10.1109/CNNA.2008.4588639
