3D model

Multi-View Data Augmentation to Improve Wound Segmentation on 3D Surface Model by Deep Learning

Wound area segmentation really progressed with the emergence of deep learning, due to its robustness in uncontrolled lighting and no need to design hand-crafted features but two limits have still to be overcome. Firstly, its performance relies on the …

Multimodal and Multiview Wound Monitoring with Mobile Devices

In this study, we propose the use of commercial devices, such as mobile devices and portable thermography, to integrate information from different wavelengths onto the surface of a 3D model. Thermal and color 3D models were successfully created for six patients with multiple views from a low-cost commercial device.

Combined thermal and color 3D model for wound evaluation from handheld devices

A methodology is proposed for multimodal wound monitoring in the hospital environment with a simple hand-held shooting protocol. The methodology we present is able to generate color and thermal 3D models by using portable devices; and was used efficiently with 5 patients on wounds of various sizes and types.