Nighttime in-home action monitoring for eldercare
作者： Zhongna Zhou , E. E. Stone , M. Skubic , J. Keller , Zhihai He
DOI: 10.1109/IEMBS.2011.6091311
关键词:
摘要: In this work, we develop a system to automatically monitoring actions of elderly people at home for safety enhancement and health monitoring. We use an Infrared camera embedded in living environment capture images. study the characteristics different clothing images efficient silhouette extraction method (IR) using spatio-temporal filtering. recognize human action supervised learning methods. Our experimental results demonstrate that our proposed is efficient.
sci-hub.se 参考文章(9)
Arie Hans Nasution, Sabu Emmanuel, Intelligent Video Surveillance for Monitoring Elderly in Home Environments multimedia signal processing. pp. 203- 206 ,(2007) , 10.1109/MMSP.2007.4412853
E.G. McFarland, W.W. Carr, D.S. Sarma, J.L. Dorrity, Effects of Moisture and Fiber Type on Infrared Absorption of Fabrics Textile Research Journal. ,vol. 69, pp. 607- 615 ,(1999) , 10.1177/004051759906900810
Derek Anderson, Robert H. Luke, James M. Keller, Marjorie Skubic, Marilyn Rantz, Myra Aud, Linguistic summarization of video for fall detection using voxel person and fuzzy logic Computer Vision and Image Understanding. ,vol. 113, pp. 80- 89 ,(2009) , 10.1016/J.CVIU.2008.07.006
Zhongna Zhou, Wenqing Dai, J. Eggert, J.T. Giger, J. Keller, M. Rantz, Zhihai He, A real-time system for in-home activity monitoring of elders international conference of the ieee engineering in medicine and biology society. ,vol. 2009, pp. 6115- 6118 ,(2009) , 10.1109/IEMBS.2009.5334915
Karen Zita Haigh, Valerie Guralnik, Janet Myers, John Phelps, Liana M. Kiff, Christopher W. Geib, Tom Wagner, The Independent LifeStyle Assistant ,(2004)
Fengjun Lv, Ramakant Nevatia, Single View Human Action Recognition using Key Pose Matching and Viterbi Path Searching computer vision and pattern recognition. pp. 1- 8 ,(2007) , 10.1109/CVPR.2007.383131
N. Noury, A. Fleury, P. Rumeau, A.K. Bourke, G. O Laighin, V. Rialle, J.E. Lundy, Fall detection - Principles and Methods international conference of the ieee engineering in medicine and biology society. ,vol. 2007, pp. 1663- 1666 ,(2007) , 10.1109/IEMBS.2007.4352627
Janet Myers, Karen Zita Haight, Liana M. Kiff, Kathleen E Krichbaum, The Independent LifeStyle Assistant™ (I.L.S.A.): Deployment lessons learned national conference on artificial intelligence. ,(2004)
H. Blum, A transformation for extracting new descriptors of shape Models for the preception of speech and visual form. ,(1967)