Presentation + Paper
15 February 2021 Combined thermal and color 3D model for wound evaluation from handheld devices
Author Affiliations +
Abstract
Color, shape (size and volume), and temperature are important clinical features for chronic wound monitoring that could impact diagnosis and treatment. Noninvasive 3D measurement are better and more accurate than those in 2D, but expensive equipment and complexity of the setup prevent their use at hospitals. Therefore, the use of affordable and lightweight devices with straightforward protocol to acquire images for evaluations is fundamental to provide a functional and useful evaluation of the wound. In this work, an automated methodology to generate color and thermal 3D models is presented by using portable devices: a commercial mobile device with a connected portable thermal camera. The 3D model of the wound surface is estimated from a series of color images using structure-from-motion (SfM) while thermal information is overlaid to the ulcer’s relief for multimodal wound evaluation. The proposed methodology contributes with a proof of concept for multimodal wound monitoring in the hospital environment with a simple hand-held shooting protocol. The system was used efficiently with 5 patients on wounds of various sizes and types.
Conference Presentation
© (2021) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Evelyn Gutierrez, Benjamin Castañeda, Sylvie Treuillet, and Yves Lucas "Combined thermal and color 3D model for wound evaluation from handheld devices", Proc. SPIE 11601, Medical Imaging 2021: Imaging Informatics for Healthcare, Research, and Applications, 1160108 (15 February 2021); https://doi.org/10.1117/12.2580669
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KEYWORDS
3D modeling

Thermal modeling

Instrument modeling

3D acquisition

3D image processing

Motion models

Image segmentation

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