Automated analysis of nursing home observations

被引:32
作者
Hauptmann, AG [1 ]
Gao, J
Yan, R
Qi, YJ
Yang, J
Wactlar, HD
机构
[1] Carnegie Mellon Univ, Dept Comp Sci, Pittsburgh, PA 15213 USA
[2] Carnegie Mellon Univ, Inst Robot, Pittsburgh, PA 15213 USA
[3] Carnegie Mellon Univ, Sch Comp Sci, Language Technol Inst, Pittsburgh, PA 15213 USA
[4] Carnegie Mellon Univ, Human Comp Interact Inst, Pittsburgh, PA 15213 USA
基金
美国国家科学基金会;
关键词
D O I
10.1109/MPRV.2004.1316813
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The pervasive activity monitoring in a skilled-nursing facility for the accurate assessment and evaluation of behavioral problems for the elderly is analyzed. The pervasive activity monitoring with long-term observation of the elderly in nursing homes can effectively track people over long periods of time. It can identify individuals in tracked events with minimal human help. Pervasive activity monitoring can characterize detailed human activity such as eating or personal hygiene motions.
引用
收藏
页码:15 / 21
页数:7
相关论文
共 20 条
[1]  
ALLIN AJ, 2003, P 5 INT C UB COMP UB
[2]   PERFORMANCE OF OPTICAL-FLOW TECHNIQUES [J].
BARRON, JL ;
FLEET, DJ ;
BEAUCHEMIN, SS .
INTERNATIONAL JOURNAL OF COMPUTER VISION, 1994, 12 (01) :43-77
[3]  
Bharucha A, 2003, INT PSYCHOGERIATR, V15, P47
[4]   Support vector machines for histogram-based image classification [J].
Chapelle, O ;
Haffner, P ;
Vapnik, VN .
IEEE TRANSACTIONS ON NEURAL NETWORKS, 1999, 10 (05) :1055-1064
[5]  
CHRISTEL M, 2001, J AUDIO ENG SOC, V49
[6]  
Comaniciu D, 2000, PROC CVPR IEEE, P142, DOI 10.1109/CVPR.2000.854761
[7]   RANDOM SAMPLE CONSENSUS - A PARADIGM FOR MODEL-FITTING WITH APPLICATIONS TO IMAGE-ANALYSIS AND AUTOMATED CARTOGRAPHY [J].
FISCHLER, MA ;
BOLLES, RC .
COMMUNICATIONS OF THE ACM, 1981, 24 (06) :381-395
[8]  
GAO J, 2004, P 6 INT C AUT FAC GE
[9]   THE ROLE OF MENTAL MORBIDITY IN THE NURSING-HOME EXPERIENCE [J].
GERMAN, PS ;
ROVNER, BW ;
BURTON, LC ;
BRANT, LJ ;
CLARK, R .
GERONTOLOGIST, 1992, 32 (02) :152-158
[10]  
Hauptmann AG, 1997, INT CONF ACOUST SPEE, P195, DOI 10.1109/ICASSP.1997.599599