{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,17]],"date-time":"2025-11-17T08:12:28Z","timestamp":1763367148062,"version":"3.41.0"},"reference-count":30,"publisher":"Springer Science and Business Media LLC","issue":"10","license":[{"start":{"date-parts":[[2015,8,15]],"date-time":"2015-08-15T00:00:00Z","timestamp":1439596800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Med Syst"],"published-print":{"date-parts":[[2015,10]]},"DOI":"10.1007\/s10916-015-0286-3","type":"journal-article","created":{"date-parts":[[2015,8,14]],"date-time":"2015-08-14T05:21:20Z","timestamp":1439529680000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":30,"title":["Fall Down Detection Under Smart Home System"],"prefix":"10.1007","volume":"39","author":[{"given":"Li-Hong","family":"Juang","sequence":"first","affiliation":[]},{"given":"Ming-Ni","family":"Wu","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2015,8,15]]},"reference":[{"key":"286_CR1","first-page":"572","volume":"3","author":"BA Golomb","year":"1990","unstructured":"Golomb, B. A., Lawrence, D. T., and Sejnowski, T. J., Sex Net: A neural network identifies sex from human faces. Proc Conf. Advances in Neural Information Processing Systems 3:572\u2013577, 1990.","journal-title":"Proc Conf. Advances in Neural Information Processing Systems"},{"key":"286_CR2","doi-asserted-by":"crossref","unstructured":"A. Jain and J. Huang, Integrating independent components and linear discriminant analysis for gender classification, in Proc. 6th IEEE Int. Conf. Automatic Face and Gesture Recognition, pp. 159\u2013163, 2004.","DOI":"10.1109\/AFGR.2004.1301524"},{"key":"286_CR3","doi-asserted-by":"crossref","first-page":"575","DOI":"10.3758\/BF03198740","volume":"21","author":"LT Kozlowski","year":"1977","unstructured":"Kozlowski, L. T., and Cutting, J. E., Recognizing the sex of a walker from a dynamic point-light display, Percpt. Psychophys 21:575\u2013580, 1977.","journal-title":"Psychophys"},{"key":"286_CR4","doi-asserted-by":"crossref","unstructured":"J.W. Davis and H.Gao, Gender recognition from walking movements using adaptive three-mode PCA,in Proc. Conf. Computer Vision and Pattern Recognition Workshop,Washington, DC, vol. 1, p. 9, 2004.","DOI":"10.1109\/CVPR.2004.354"},{"issue":"5","key":"286_CR5","doi-asserted-by":"crossref","first-page":"371","DOI":"10.1167\/2.5.2","volume":"2","author":"NF Troje","year":"2002","unstructured":"Troje, N. F., Decomposing biological motion: A framework for anal-ysis and synthesis of human gait patterns. Journal of Vision 2(5):371\u2013387, 2002.","journal-title":"Journal of Vision"},{"key":"286_CR6","doi-asserted-by":"crossref","unstructured":"G. Mather and L. Murdoch,Gender discrimination in biological mo-tion displays based on dynamic cues,in Proc. Biological Sciences B, pp. 273\u2013279, 1994.","DOI":"10.1098\/rspb.1994.0173"},{"key":"286_CR7","doi-asserted-by":"crossref","first-page":"2904","DOI":"10.1016\/j.patcog.2010.03.011","volume":"43","author":"Z Xue","year":"2010","unstructured":"Xue, Z., Ming, D., Song, W., Wan, B., and Jin, S., Infrared gait recognition based on wavelet transform and support vector machine. Pattern Recognition 43:2904\u20132910, 2010.","journal-title":"Pattern Recognition"},{"issue":"2","key":"286_CR8","doi-asserted-by":"crossref","first-page":"162","DOI":"10.1109\/TPAMI.2005.39","volume":"27","author":"S Sarkar","year":"2005","unstructured":"Sarkar, S., Phillips, P. J., Liu, Z., Vega, I. R., Grother, P., and Bowyer, K. W., The human ID gait challenge problem: data sets, performance, and analysis. IEEE Transactionson Pattern Analysis and Machine Intelligence 27(2):162\u2013177, 2005.","journal-title":"IEEE Transactionson Pattern Analysis and Machine Intelligence"},{"issue":"2","key":"286_CR9","doi-asserted-by":"crossref","first-page":"93","DOI":"10.1049\/ip-vis:19990187","volume":"146","author":"PS Huang","year":"1999","unstructured":"Huang, P. S., Harris, C. J., and Nixon, M. S., Human gait recognition in canonical spaceusing temporal templates. IEE Proceedings\u2014Vision, Image, and Signal Processing 146(2):93, 1999.","journal-title":"IEE Proceedings\u2014Vision, Image, and Signal Processing"},{"issue":"12","key":"286_CR10","doi-asserted-by":"crossref","first-page":"1505","DOI":"10.1109\/TPAMI.2003.1251144","volume":"25","author":"L Wang","year":"2003","unstructured":"Wang, L., Tan, T., Ning, H., and Hu, W., Silhouette analysis-based gait recognition forhuman identification. IEEE Transactions on Pattern Analysis and Machine Intelligence 25(12):1505\u20131518, 2003.","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"286_CR11","doi-asserted-by":"crossref","first-page":"973","DOI":"10.1016\/j.patcog.2010.10.011","volume":"44","author":"HW Toby","year":"2011","unstructured":"Toby, H. W., and Lam, K. H., Cheung and James N.K. Liu, Gait flow image: A silhouette-based gait representation for human identification. Pattern Recognition 44:973\u2013987, 2011.","journal-title":"Pattern Recognition"},{"key":"286_CR12","doi-asserted-by":"crossref","first-page":"977","DOI":"10.1016\/j.patrec.2009.04.012","volume":"30","author":"C Chen","year":"2009","unstructured":"Chen, C., Liang, J., Zhao, H., Hu, H., and Tian, J., Frame difference energy image for gait recognition with incomplete silhouettes. Pattern Recognition Letters 30:977\u2013984, 2009.","journal-title":"Pattern Recognition Letters"},{"key":"286_CR13","unstructured":"S. R. Gunn, Support Vector machines for classification and regression, Technical Report University of Southampton, 1998."},{"key":"286_CR14","doi-asserted-by":"crossref","unstructured":"L. Lee and W. E. L.Grimson,Gait analysis for recognition and clas-sification,in Proc. 5th IEEE Int. Conf. Automatic Face and Gesture Recognition, Washington, DC, May, pp. 155\u2013162, 2002.","DOI":"10.1109\/AFGR.2002.1004148"},{"key":"286_CR15","doi-asserted-by":"crossref","unstructured":"G. Huang and Y. Wang,Gender classification based on fusion of multi-view gait sequences,in Proc. 8th Asian Conf. Computer Vision, pp. 462\u2013471, 2007.","DOI":"10.1007\/978-3-540-76386-4_43"},{"issue":"2","key":"286_CR16","doi-asserted-by":"crossref","first-page":"145","DOI":"10.1109\/TSMCC.2007.913886","volume":"38","author":"X Li","year":"2008","unstructured":"Li, X., Maybank, S. J., Yan, S., Tao, D., and Xu, D., Gait components and their application to gender recognition. IEEE Trans. Syst., Man, Cybern. C, Appl. Rev 38(2):145\u2013155, 2008.","journal-title":"IEEE Trans. Syst., Man, Cybern. C, Appl. Rev"},{"key":"286_CR17","doi-asserted-by":"crossref","first-page":"1905","DOI":"10.1109\/TIP.2009.2020535","volume":"18","author":"S Yu","year":"2009","unstructured":"Yu, S., Tan, T., Huang, K., Jia, K., and Wu, X., A Study on Gait-Based Gender Classification. IEEE Transactions on Image Processing 18:1905\u20131910, 2009.","journal-title":"IEEE Transactions on Image Processing"},{"key":"286_CR18","doi-asserted-by":"crossref","first-page":"108","DOI":"10.1016\/j.imavis.2006.10.004","volume":"27","author":"C Bauckhage","year":"2009","unstructured":"Bauckhage, C., Tsotsos, J. K., and Bunn, F. E., Automatic detection of abnormal gait. Image and Vision Computing Archive 27:108\u2013115, 2009.","journal-title":"Image and Vision Computing Archive"},{"key":"286_CR19","first-page":"423","volume":"1","author":"AF Bobick","year":"2001","unstructured":"Bobick, A. F., and Johnson, A. Y., Gait Recognition Using Static, Activity-Specific Parameters. Computer Vision and Pattern Recognition 1:423\u2013430, 2001.","journal-title":"Computer Vision and Pattern Recognition"},{"key":"286_CR20","unstructured":"G. Diraco, A. Leone, and P. Siciliano, An Active Vision System for Fall Detection and Posture Recognition in Elderly Healthcare, Design, Automation & Test in Europe Conference & Exhibition, pp. 1536\u20131541, March 2010."},{"key":"286_CR21","doi-asserted-by":"crossref","unstructured":"L. Hazelho, J. G. Han, and P. H. N. Dewith, Video-Based Fall Detection in the Home Using Principal Component Analysis, Proceedings of the 10th International Conference on Advanced Concepts for Intelligent Vision Systems Principal, Vol. 5259, pp. 298 \u2013 309, October, 2008.","DOI":"10.1007\/978-3-540-88458-3_27"},{"key":"286_CR22","doi-asserted-by":"crossref","first-page":"3931","DOI":"10.1109\/TIE.2009.2017557","volume":"56","author":"CF Juang","year":"2009","unstructured":"Juang, C. F., and Hsu, C. H., Reinforcement Ant Optimized Fuzzy Controller for Mobile-Robot Wall-Following Control. IEEE Transactions on Industrial Electronics 56:3931\u20133940, 2009.","journal-title":"IEEE Transactions on Industrial Electronics"},{"key":"286_CR23","first-page":"302","volume":"2","author":"A Mittal","year":"2004","unstructured":"Mittal, A., and Paragios, N., Motion Based Background Subtraction using Adaptive Kernel Density Estimation. Computer Vision and Pattern Recognition 2:302\u2013309, 2004.","journal-title":"Computer Vision and Pattern Recognition"},{"key":"286_CR24","doi-asserted-by":"crossref","first-page":"809","DOI":"10.1109\/34.868683","volume":"22","author":"I Haritaoglu","year":"2000","unstructured":"Haritaoglu, I., Harwood, D., and Davis, L. S., Real-Time Surveillance of People and Their Activities. IEEE Transactions on Pattern Analysis and Machine Intelligence 22:809\u2013830, 2000.","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"286_CR25","doi-asserted-by":"crossref","unstructured":"J. Zhang and Z. Liu, \u201cDetecting Abnormal Motion of Pedestrian in Video,\u201d Information and Automation, 2008. ICIA 2008. International Conference, pp.81-85, June 2008.","DOI":"10.1109\/ICINFA.2008.4607972"},{"key":"286_CR26","doi-asserted-by":"crossref","unstructured":"Y. Chen, G. Liang, K. K. Lee and Y. Xu, \u201cAbnormal Behavior Detection by Multi-SVM-based Bayesian Network\u201d, in proc. int. conf. Information Acquisition, pp. 298\u2013303, 2007.","DOI":"10.1109\/ICIA.2007.4295746"},{"key":"286_CR27","first-page":"246","volume":"2","author":"C Stauffer","year":"1999","unstructured":"Stauffer, C., and Grimson, W., Adaptive Background Mixture Models for Real-time Tracking. Int. Conf. Compjuter Vision of Pattern Recognition 2:246\u2013252, 1999.","journal-title":"Int. Conf. Compjuter Vision of Pattern Recognition"},{"key":"286_CR28","first-page":"384","volume":"48","author":"XH Fang","year":"2006","unstructured":"Fang, X. H., Xiong, W., Hu, B. J., and Wang, L. T., A Moving Object Detection Algorithm Based on Color Information. Journal of Physics 48:384\u2013387, 2006.","journal-title":"Journal of Physics"},{"key":"286_CR29","unstructured":"F. Jean, R. Bergevin and A. B. Albu, \u201cBody Tracking in Human Walk from Monocular Video Sequences,\u201d Proc. Computer and Robot Vision, 2005."},{"key":"286_CR30","doi-asserted-by":"crossref","first-page":"2936","DOI":"10.1016\/j.patcog.2009.05.006","volume":"42","author":"F Jean","year":"2009","unstructured":"Jean, F., Albu, A. B., and Bergevin, R., Towards View-invariant Gait Modeling: Computing View-normalized Body Part Trajectories. Pattern Recognition 42:2936\u20132949, 2009.","journal-title":"Pattern Recognition"}],"container-title":["Journal of Medical Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10916-015-0286-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10916-015-0286-3\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10916-015-0286-3","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,30]],"date-time":"2025-05-30T00:18:40Z","timestamp":1748564320000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10916-015-0286-3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,8,15]]},"references-count":30,"journal-issue":{"issue":"10","published-print":{"date-parts":[[2015,10]]}},"alternative-id":["286"],"URL":"https:\/\/doi.org\/10.1007\/s10916-015-0286-3","relation":{},"ISSN":["0148-5598","1573-689X"],"issn-type":[{"type":"print","value":"0148-5598"},{"type":"electronic","value":"1573-689X"}],"subject":[],"published":{"date-parts":[[2015,8,15]]},"article-number":"107"}}