View independent human posture identification using Kinect

• Published in: 2012 5th International Conference on Biomedical Engineering and Informatics pp. 1590 - 1593
• Main Authors: Liu, Yuanning, Zhang, Zequn, Li, Ao, Wang, Minghui
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.10.2012
• Subjects: Accuracy; Data models; Estimation; Feature extraction; Human computer interaction; Kinect; PCA; posture identification; Principal component analysis; Skeleton; Support vector machines; SVM; Training; Vectors; viewpoint idependent

As an important part of human computer interaction (HCI) system, posture identification has been extensively studied over last years. Recently, Microsoft Kinect Senor has become a hot spot for posture identification because it is efficient in acquiring body joint location information. In this study,...