Title :
Combined hyperspectral and 3D characterization of non-healing skin ulcers
Author :
Randeberg, Lise Lyngsnes ; Denstedt, Martin ; Paluchowski, Lukasz ; Milanic, Matija ; Pukstad, Brita S.
Author_Institution :
Dept. of Electron. & Telecommun., Norwegian Univ. of Sci. & Technol., Trondheim, Norway
Abstract :
Current diagnosis of chronic wounds is based on visual inspection, collection of biopsies and analysis of extracted wound fluid. These methods are expensive, invasive, time consuming and often subjective. In this study a hyperspectral imaging system and a stereo vision system were combined to characterize and classify venous ulcers. It was shown that the combination of 2D imaging spectroscopy and 3D stereo-photogrammetry can provide valuable diagnostic information based on the optical properties of the tissue and the surface geometry of the wound.
Keywords :
biological tissues; cellular biophysics; diseases; hyperspectral imaging; image classification; medical image processing; photogrammetry; spectra; stereo image processing; 2D imaging spectroscopy; 3D characterization; 3D stereo-photogrammetry; chronic wound diagnosis; hyperspectral imaging system; nonhealing skin ulcers; stereo vision system; tissue optical properties; venous ulcer classification; wound surface geometry; Absorption; Hyperspectral imaging; Optical surface waves; Reflectivity; Skin; Three-dimensional displays; Wounds; Hyperspectral imaging; chronic wounds; diagnostics; image processing; skin ulcers;
Conference_Titel :
Colour and Visual Computing Symposium (CVCS), 2013
Conference_Location :
Gjovik
DOI :
10.1109/CVCS.2013.6626271
