Low-cost uncalibrated video-based tool for tridimensional reconstruction oriented to assessment of chronic wounds

Leslie Casas, Sylvie Treuillet, Braulio Valencia, Alejandro Llanos, Benjamín Castañeda

Producción científica: Capítulo del libro/informe/acta de congresoContribución a la conferenciarevisión exhaustiva

6 Citas (Scopus)

Resumen

Chronic wounds are a major problem worldwide which mainly affects to the geriatric population or patients with limited mobility. In tropical countries, Cutaneous Leishmaniasis(CL)s is also a cause for chronic wounds, being endemic in Peru in the 75% of the country. Therefore, the monitoring of these wounds represents a big challenge due to the remote location of the patients. This papers aims to develop a low-cost user-friendly technique to obtain a 3D reconstruction for chronic wounds oriented to clinical monitoring and assessment. The video is taken using a commercial hand-held video camera without the need of a rig. The algorithm has been specially designed for skin wounds which have certain characteristics in texture where techniques used in regular SFM applications with undefined edges wouldn't work. In addition, the technique has been developed using open source libraries. The 3D cloud point estimated allows the computation of metrics as volume, depth, superficial area which recently have been used by CL specialists showing good results in clinical assessment. Initial results in cork phantoms and CL wounds show an average distance error of less than 1mm when compared against models obtained with a industrial 3D laser scanner.

Idioma originalInglés
Título de la publicación alojada10th International Symposium on Medical Information Processing and Analysis
EditoresEduardo Romero, Natasha Lepore
EditorialSPIE
ISBN (versión digital)9781628413625
DOI
EstadoPublicada - 2015
Evento10th International Symposium on Medical Information Processing and Analysis - Cartagena de Indias, Colombia
Duración: 14 oct. 201416 oct. 2014

Serie de la publicación

NombreProgress in Biomedical Optics and Imaging - Proceedings of SPIE
Volumen9287
ISSN (versión impresa)1605-7422

Conferencia

Conferencia10th International Symposium on Medical Information Processing and Analysis
País/TerritorioColombia
CiudadCartagena de Indias
Período14/10/1416/10/14

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