Naslov
Application for Wound Image Analysis

Autori
Filko, Damir ; Antonić, Davor ; Huljev, Dubravko

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of 26th International Conference Science in Practice / Martinović, Goran ; Ivanović, Milan - Osijek : Faculty of Electrical Engineering, Josip Juraj Strossmayer University of Osijek, 2008, 167-170

ISBN
978-953-6032-62-4

Skup
26th International Conference Science in Practice, SiP 2008

Mjesto i datum
Osijek, Hrvatska, 05.05.2008. - 07.05.2008

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
wound; tissue; image analysis; segmentation

Sažetak
Wound characterization is important task in chronic wounds treatment, because changes of the wound size and tissue types are indicators of the healing progress. Developed color image processing software analyze digital wound image and based on learned tissue samples performs tissue classification. Implemented statistical pattern recognition algorithm classifies individual pixels of the wound image based on color information. Classification parameters were learned from examples presented to the application during the learning process. Results of the analysis contain the wound image represented in pseudo colors as well as percentage of tissue types within the wound area.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika, Računarstvo, Kliničke medicinske znanosti

POVEZANOST RADA