{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,8,3]],"date-time":"2024-08-03T06:36:15Z","timestamp":1722666975965},"reference-count":32,"publisher":"World Scientific Pub Co Pte Lt","issue":"02","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Vietnam J. Comp. Sci."],"published-print":{"date-parts":[[2021,5]]},"abstract":"<jats:p> Fall detection is a serious problem in elder people. Constant inspection is important for this fall identification. Currently, numerous methods associated with fall detection are a significant area of research for safety purposes and for the healthcare industries. The objective of this paper is to identify elderly falls. The proposed method introduces keyframe based fall detection in elderly care system. Experiments were conducted on University of Rzeszow (UR) Fall Detection dataset, Fall Detection Dataset and MultiCam dataset. It is substantially proved that the proposed method achieves higher accuracy rate of 99%, 98.15% and 99% for UR Fall detection dataset, Fall Detection Dataset and MultiCam dataset, respectively. The performance of the proposed method is compared with other methods and proved to have higher accuracy rate than those methods. <\/jats:p>","DOI":"10.1142\/s2196888821500081","type":"journal-article","created":{"date-parts":[[2020,9,17]],"date-time":"2020-09-17T03:51:41Z","timestamp":1600314701000},"page":"199-214","source":"Crossref","is-referenced-by-count":7,"title":["Fall Detection in Elderly Care System Based on Group of Pictures"],"prefix":"10.1142","volume":"08","author":[{"given":"S.","family":"Sowmyayani","sequence":"first","affiliation":[{"name":"Department of Computer Science, St. Mary\u2019s College (Autonomous), Thoothukudi, Tamilnadu, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"V.","family":"Murugan","sequence":"additional","affiliation":[{"name":"Department of Computer Science, MSU Constituent College of Arts and Science, Kadayanallur, Tamilnadu, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"J.","family":"Kavitha","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Wavoo Wajeeha Women\u2019s College of Arts and Science, Kayalpatnam, Tamilnadu, India"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"219","published-online":{"date-parts":[[2020,10,22]]},"reference":[{"issue":"4","key":"S2196888821500081BIB001","doi-asserted-by":"crossref","first-page":"194","DOI":"10.1258\/1357633054068946","volume":"11","author":"Lee T.","year":"2005","journal-title":"J. Telemed. Telecare"},{"key":"S2196888821500081BIB002","first-page":"323","volume-title":"Proc. of the 17th IEEE Int. Conf. on Pattern Recognition","author":"Nait-Charif H.","year":"2004"},{"issue":"2","key":"S2196888821500081BIB003","doi-asserted-by":"crossref","first-page":"42","DOI":"10.1109\/MPRV.2004.1316817","volume":"3","author":"Sixsmith A.","year":"2004","journal-title":"IEEE Pervas. Comput."},{"key":"S2196888821500081BIB004","first-page":"6384","volume-title":"Proc. Int. Conf. IEEE Engineering in Medicine and Biology Society","author":"Rougier C.","year":"2006"},{"key":"S2196888821500081BIB005","first-page":"42","volume-title":"Proc. 10th Int. Conf. Health Networking Applications and Services","author":"Yu X.","year":"2008"},{"key":"S2196888821500081BIB006","first-page":"158","volume-title":"6th Int. Symp. High-Capacity Optical Networks and Enabling Technologies","author":"Perry J.","year":"2010"},{"key":"S2196888821500081BIB007","first-page":"1","volume-title":"Proc. Int. Conf. Information and Emerging Technologies","author":"Hijaz F.","year":"2010"},{"issue":"10","key":"S2196888821500081BIB008","doi-asserted-by":"crossref","first-page":"19806","DOI":"10.3390\/s141019806","volume":"14","author":"Delahoz Y.","year":"2014","journal-title":"Sensors"},{"issue":"8","key":"S2196888821500081BIB009","doi-asserted-by":"crossref","first-page":"706","DOI":"10.1007\/s00391-013-0559-8","volume":"46","author":"Schwickert L.","year":"2013","journal-title":"Z. Gerontol. Geriat."},{"key":"S2196888821500081BIB010","first-page":"1","volume-title":"Proc. of the 8th Int. Conf. on Pervasive Technologies Related to Assistive Environments","author":"Zhang Z.","year":"2015"},{"issue":"3","key":"S2196888821500081BIB011","first-page":"173","volume":"13","author":"Sowmyayani S.","year":"2019","journal-title":"World Acad. Sci. Eng. Technol. Int. J. Computer Inf. Eng."},{"issue":"3","key":"S2196888821500081BIB013","doi-asserted-by":"crossref","first-page":"489","DOI":"10.1016\/j.cmpb.2014.09.005","volume":"117","author":"Kwolek B.","year":"2014","journal-title":"Computer Methods Prog. Biomed."},{"key":"S2196888821500081BIB014","doi-asserted-by":"crossref","first-page":"114966","DOI":"10.1109\/ACCESS.2019.2936320","volume":"7","author":"Harrou F.","year":"2019","journal-title":"IEEE Access"},{"key":"S2196888821500081BIB015","first-page":"145","author":"Theodoridis T.","year":"2017","journal-title":"International Conference on Biomedical and Health Informatics"},{"key":"S2196888821500081BIB016","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1155\/2017\/9474806","volume":"2017","author":"N\u00fa\u00f1ez-Marcos A.","year":"2017","journal-title":"Wirel. Commun. Mobile Comput."},{"key":"S2196888821500081BIB017","first-page":"755","volume-title":"Proc. of the IEEE Int. Conf. on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications","volume":"2","author":"Kepski M.","year":"2015"},{"issue":"5","key":"S2196888821500081BIB018","doi-asserted-by":"crossref","first-page":"6405","DOI":"10.1007\/s11042-017-4549-5","volume":"77","author":"Zerrouki N.","year":"2018","journal-title":"Multim. Tools Appl."},{"key":"S2196888821500081BIB019","doi-asserted-by":"crossref","first-page":"44493","DOI":"10.1109\/ACCESS.2020.2978249","volume":"8","author":"Cai X.","year":"2020","journal-title":"IEEE Access"},{"key":"S2196888821500081BIB020","first-page":"1","volume-title":"2019 Second Int. Conf. Advanced Computational and Communication Paradigms (ICACCP)","author":"Kalita S.","year":"2019"},{"key":"S2196888821500081BIB021","first-page":"1","volume-title":"2019 Second Int. Conf. Advanced Computational and Communication Paradigms (ICACCP)","author":"Soni P. K.","year":"2019"},{"key":"S2196888821500081BIB022","doi-asserted-by":"crossref","first-page":"242","DOI":"10.1016\/j.patrec.2018.08.031","volume":"130","author":"Feng Q.","year":"2020","journal-title":"Pattern Recognit. Lett."},{"issue":"5","key":"S2196888821500081BIB023","doi-asserted-by":"crossref","first-page":"611","DOI":"10.1109\/TCSVT.2011.2129370","volume":"21","author":"Caroline R.","year":"2011","journal-title":"IEEE Trans. Circ. Syst. Video Technol."},{"key":"S2196888821500081BIB024","first-page":"3280","volume-title":"IEEE Int. Conf. Image Processing (ICIP)","author":"Yixiao Y.","year":"2015"},{"issue":"6","key":"S2196888821500081BIB025","doi-asserted-by":"crossref","first-page":"1915","DOI":"10.1109\/JBHI.2014.2304357","volume":"18","author":"Xin M.","year":"2014","journal-title":"IEEE J. Biomed. Health Informatics"},{"issue":"1","key":"S2196888821500081BIB027","doi-asserted-by":"crossref","first-page":"868","DOI":"10.21917\/ijivp.2014.0125","volume":"5","author":"Sowmyayani S.","year":"2014","journal-title":"ICTACT J. Image Video Process"},{"issue":"1","key":"S2196888821500081BIB028","doi-asserted-by":"crossref","first-page":"314","DOI":"10.1109\/JBHI.2018.2808281","volume":"23","author":"Lu N.","year":"2019","journal-title":"IEEE J. Biomed. Health Informatics"},{"key":"S2196888821500081BIB029","first-page":"1","volume-title":"Proc. IEEE 6th Global Conf. Consum. Electron. (GCCE)","author":"Bhandari S."},{"key":"S2196888821500081BIB030","first-page":"665","volume-title":"Proc. 8th Int. Conf. Model., Identification. Control (ICMIC)","author":"Zerrouki N."},{"issue":"1","key":"S2196888821500081BIB031","first-page":"69","volume":"23","author":"Kavya T. S.","year":"2020","journal-title":"Sci. Technol."},{"key":"S2196888821500081BIB032","first-page":"218","volume-title":"Proc. 8th International Conference on Signal Image Technology and Internet Based Systems, SITIS 2012","author":"Charfi I."},{"issue":"19","key":"S2196888821500081BIB033","doi-asserted-by":"crossref","first-page":"11603","DOI":"10.1007\/s11042-015-2698-y","volume":"75","author":"Wang S.","year":"2015","journal-title":"Multim. Tools Appl."},{"key":"S2196888821500081BIB034","first-page":"1228","volume-title":"Proc. 2016 IEEE Int. Conf. Bioinformatics and Biomedicine, BIBM 2016","author":"Wang K."}],"container-title":["Vietnam Journal of Computer Science"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.worldscientific.com\/doi\/pdf\/10.1142\/S2196888821500081","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,2,1]],"date-time":"2021-02-01T09:52:22Z","timestamp":1612173142000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.worldscientific.com\/doi\/abs\/10.1142\/S2196888821500081"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,10,22]]},"references-count":32,"journal-issue":{"issue":"02","published-print":{"date-parts":[[2021,5]]}},"alternative-id":["10.1142\/S2196888821500081"],"URL":"https:\/\/doi.org\/10.1142\/s2196888821500081","relation":{},"ISSN":["2196-8888","2196-8896"],"issn-type":[{"value":"2196-8888","type":"print"},{"value":"2196-8896","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,10,22]]}}}