论文标题

基于RGB-D的框架以获取,可视化和测量人体进行饮食治疗

RGB-D-based Framework to Acquire, Visualize and Measure the Human Body for Dietetic Treatments

论文作者

Fuster-Guilló, Andrés, Azorín-López, Jorge, Saval-Calvo, Marcelo, Castillo-Zaragoza, Juan Miguel, Garcia-DUrso, Nahuel, Fisher, Robert B

论文摘要

这项研究旨在使用最先进的RGB-D传感器和虚拟现实(VR)技术来改善饮食营养治疗。最近的研究表明,使用多媒体技术可以改善对治疗的依从性。但是,为此,很少有研究使用3D数据和VR技术的研究。另一方面,在接受饮食治疗的患者中获得人体的3D测量并随着时间的流逝(4D)进行分析是一个挑战性的领域。这项工作的主要贡献是提供一个框架来研究4D身体模型可视化对遵守肥胖治疗的影响。该系统可以使用低成本技术获得身体的完整3D模型,从而使未来的直接转移具有足够的准确性和现实的可视化,从而使肥胖症治疗过程中形状的演变(4D)分析。 3D主体模型将用于研究可视化对使用2D和VR设备遵守肥胖治疗的影响。此外,我们将使用获得的3D模型来获得身体的测量。已经对提出的使用合成对象和真实对象进行测量的方法的准确性进行了分析。

This research aims to improve dietetic-nutritional treatment using state-of-the-art RGB-D sensors and virtual reality (VR) technology. Recent studies show that adherence to treatment can be improved using multimedia technologies. However, there are few studies using 3D data and VR technologies for this purpose. On the other hand, obtaining 3D measurements of the human body and analyzing them over time (4D) in patients undergoing dietary treatment is a challenging field. The main contribution of the work is to provide a framework to study the effect of 4D body model visualization on adherence to obesity treatment. The system can obtain a complete 3D model of a body using low-cost technology, allowing future straightforward transference with sufficient accuracy and realistic visualization, enabling the analysis of the evolution (4D) of the shape during the treatment of obesity. The 3D body models will be used for studying the effect of visualization on adherence to obesity treatment using 2D and VR devices. Moreover, we will use the acquired 3D models to obtain measurements of the body. An analysis of the accuracy of the proposed methods for obtaining measurements with both synthetic and real objects has been carried out.

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