基于深度学习的单帧人体体型测量

Single Frame Body Shape Measurement Based on Deep Learning

介绍一种基于单帧RGBD的全身扫描和人体体型测量算法的设计实现,利用该算法能够在较短时间内测量出较高精度的人体体型参数。实测结果表明,该算法在测量人体体型参数过程中能够达到5.8 mm的平均精度值,当增加扫描次数时测量精度值更高。

The design and implementation of a whole body scanning and body shape measurement algorithm based on single frame RGBD are introduced,which can measure body shape parameters with high precision in a short time.Experiments showed that the measurement accuracy could averagely reach 5.8 mm and might be higher for more scan times.