{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,10]],"date-time":"2026-02-10T07:27:55Z","timestamp":1770708475370,"version":"3.49.0"},"reference-count":34,"publisher":"Springer Science and Business Media LLC","issue":"5","license":[{"start":{"date-parts":[[2018,9,14]],"date-time":"2018-09-14T00:00:00Z","timestamp":1536883200000},"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":["Multimed Tools Appl"],"published-print":{"date-parts":[[2019,3]]},"DOI":"10.1007\/s11042-018-6660-7","type":"journal-article","created":{"date-parts":[[2018,9,14]],"date-time":"2018-09-14T12:00:22Z","timestamp":1536926422000},"page":"5427-5444","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":11,"title":["Development of a methodology to predict and monitor emergency situations of the elderly based on object detection"],"prefix":"10.1007","volume":"78","author":[{"given":"Sekyoung","family":"Youm","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Changgyun","family":"Kim","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Seunghyun","family":"Choi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yong-Shin","family":"Kang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,9,14]]},"reference":[{"key":"6660_CR1","unstructured":"Allen JG, Xu RYD, Jin JS (2004) Object tracking using camshift algorithm and multiple quantized feature spaces. In: Proceedings of the Pan-Sydney area workshop on Visual information processing. Australian Computer Society, Inc., p. 3\u20137"},{"issue":"1","key":"6660_CR2","doi-asserted-by":"publisher","first-page":"80","DOI":"10.1016\/j.cviu.2008.07.006","volume":"113","author":"D Anderson","year":"2009","unstructured":"Anderson D, Luke RH, Keller J, Skubic M, Rantz M, Aud M (2009) Linguistic summarization of activities from video for fall detection using voxel person and fuzzy logic. Comput Vis Image Underst 113(1):80\u201389","journal-title":"Comput Vis Image Underst"},{"issue":"2","key":"6660_CR3","doi-asserted-by":"publisher","first-page":"194","DOI":"10.1016\/j.gaitpost.2006.09.012","volume":"26","author":"AK Bourke","year":"2007","unstructured":"Bourke AK, O\u2019brien JV, Lyons GM (2007) Evaluation of a threshold-based tri-axial accelerometer fall detection algorithm. Gait Posture 26(2):194\u2013199","journal-title":"Gait Posture"},{"key":"6660_CR4","doi-asserted-by":"publisher","first-page":"679","DOI":"10.1109\/TPAMI.1986.4767851","volume":"6","author":"J CANNY","year":"1986","unstructured":"CANNY J (1986) A computational approach to edge detection. IEEE Trans Pattern Anal Mach Intell 6:679\u2013698","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"12","key":"6660_CR5","first-page":"17","volume":"35","author":"W-D Cho","year":"2014","unstructured":"Cho W-D et al (2014) Life log big data-based lifestyle analysis and wellness prediction using IoT care service system. Journal of The Korean Institute of Communication Sciences 35(12):17\u201324","journal-title":"Journal of The Korean Institute of Communication Sciences"},{"issue":"1","key":"6660_CR6","doi-asserted-by":"publisher","first-page":"9","DOI":"10.17661\/jkiiect.2016.9.1.009","volume":"9","author":"K-S Choi","year":"2015","unstructured":"Choi K-S, Chun J-C (2015) Development of mobility and vitality signal monitoring system based on ZigBee-PSTN gateway for the elderly. The Journal of Korea Institute of Information, Electronics, and Communication Technology 9(1):9\u201314","journal-title":"The Journal of Korea Institute of Information, Electronics, and Communication Technology"},{"key":"6660_CR7","unstructured":"Chung W-Y, et al (2008) A wireless sensor network compatible wearable U-healthcare monitoring system using integrated ECG, accelerometer and SpO2 30th annual international IEEE EMBS conference Vancouver, British Columbia"},{"key":"6660_CR8","doi-asserted-by":"publisher","first-page":"1","DOI":"10.2307\/2534525","volume":"1","author":"DM Cutler","year":"1990","unstructured":"Cutler DM, Poterba JM, Sheiner LM, Summers LH, Akerlof GA (1990) An aging society: opportunity or challenge. Brook Pap Econ Act 1:1\u201373","journal-title":"Brook Pap Econ Act"},{"key":"6660_CR9","first-page":"751","volume-title":"Lecture Notes in Computer Science","author":"Ahmed Elgammal","year":"2000","unstructured":"Elgammal A et al (2000) Non-parametric model for background subtraction, ECCV 2000, LNCS 1843, pp. 751\u2013767"},{"issue":"3","key":"6660_CR10","doi-asserted-by":"publisher","first-page":"411","DOI":"10.1016\/S0264-9993(99)00008-5","volume":"16","author":"M Foug\u00e8re","year":"1999","unstructured":"Foug\u00e8re M, M\u00e9rette M (1999) Population ageing and economic growth in seven OECD countries. Econ Model 16(3):411\u2013427","journal-title":"Econ Model"},{"key":"6660_CR11","unstructured":"Girshick R (2015) Fast r-cnn arXiv preprint arXiv:1504.08083"},{"key":"6660_CR12","doi-asserted-by":"crossref","unstructured":"Gkioxari G, Girshick R, Malik J (2015) Contextual action recognition with r-cnn. In Proceedings of the IEEE international conference on computer vision, pp 1080\u20131088","DOI":"10.1109\/ICCV.2015.129"},{"key":"6660_CR13","doi-asserted-by":"crossref","unstructured":"Jang I-H et al (2007) Ring-type Heart Rate Sensor and Monitoring system for Sensor Network Application, Journal of Korean institute of intelligent systems, Vol.17 No.5","DOI":"10.5391\/JKIIS.2007.17.5.619"},{"key":"6660_CR14","unstructured":"Kim N (2010) Development of an emergency monitoring device in a wrist watch. Communications of the Korean Institute of Information Scientists and Engineers 8(4)"},{"issue":"1","key":"6660_CR15","first-page":"167","volume":"16","author":"TH Kim","year":"2013","unstructured":"Kim TH, Ko ZK (2013) Problems and improvement devices of normative system on welfare of the aged act according to the aging society. Inha Law Review The Institute of Legal Studies Inha University 16(1):167\u2013198","journal-title":"Inha Law Review The Institute of Legal Studies Inha University"},{"issue":"2","key":"6660_CR16","first-page":"143","volume":"50","author":"YS Kim","year":"2011","unstructured":"Kim YS, Lee CM, Namgung SJ, Kim HG (2011) A study on the social networks effectiveness to prevent the lonely death of the elderly who live alone. Soc Sci Res 50(2):143\u2013169","journal-title":"Soc Sci Res"},{"key":"6660_CR17","unstructured":"Lee TK et al. (2016) A basic study on human injuries according to slip velocity during falling. Proceedings of the Korean Society of Precision Engineering Conference, pp. 217\u2013218"},{"key":"6660_CR18","doi-asserted-by":"crossref","unstructured":"Mastorakis G, Makris D (2012) Fall detection system using Kinect\u2019s infrared sensor. Journal of Real-Time Image Processing","DOI":"10.1007\/s11554-012-0246-9"},{"key":"6660_CR19","unstructured":"Mehta R, Kale S, Utage AS (2017) The internet of things (IOT) intelligence computing Technology for Home Automation. International Journal of Current Engineering and Technology"},{"key":"6660_CR20","unstructured":"Mingwu R, Han S (2005) A practical method for moving target detection under complex background. Computer Engineering, pp. 33\u201334"},{"issue":"4","key":"6660_CR21","first-page":"307","volume":"1","author":"C Otto","year":"2006","unstructured":"Otto C et al (2006) System architecture of a wireless body area sensor network for ubiquitous health monitoring. Journal of Mobile Multimedia 1(4):307\u2013326","journal-title":"Journal of Mobile Multimedia"},{"key":"6660_CR22","doi-asserted-by":"crossref","unstructured":"Paradiso R et al (2005) WEALTHY \u2013 a wearable healthcare system: new frontier on e-textile, Journal of Telecommunications and Information Technology, 4\/2005","DOI":"10.26636\/jtit.2005.4.339"},{"key":"6660_CR23","doi-asserted-by":"crossref","unstructured":"Pfister T, Charles J, Zisserman A (2015) Flowing convnets for human pose estimation in videos. In: Proceedings of the IEEE International Conference on Computer Vision, p. 1913\u20131921","DOI":"10.1109\/ICCV.2015.222"},{"key":"6660_CR24","doi-asserted-by":"publisher","first-page":"121","DOI":"10.1007\/978-3-642-37484-5_11","volume-title":"Computer Vision - ACCV 2012 Workshops","author":"Rainer Planinc","year":"2013","unstructured":"Planinc R, Kampel M (2012) Robust fall detection by combining 3D data and fuzzy logic. ACCV Workshop on Color Depth Fusion in Computer Vision, pp. 121\u201313"},{"key":"6660_CR25","unstructured":"Rogez G, Weinzaepfel P, Schmid C (2018) LCR-net++: multi-person 2D and 3D pose detection in natural images. arXiv preprint arXiv:1803.00455"},{"key":"6660_CR26","unstructured":"Rougier C, Anvient E, Rousseau J, Mignotte M, Meunier J (2011) Fall detection from depth map video sequences,\u201d Intl Conf on Smart Homes and Health Telematics, pp. 121\u2013128"},{"key":"6660_CR27","unstructured":"Schneider S, Taylor GW, Kremer SC (2018) Deep Learning Object Detection Methods for Ecological Camera Trap Data arXiv preprint arXiv 1803.10842"},{"key":"6660_CR28","volume-title":"Image processing, analysis, and machine vision (second edition)","author":"M Sonka","year":"2003","unstructured":"Sonka M, Hlavac V, Boyle R (2003) Image processing, analysis, and machine vision (second edition). Posts & Telecom Press, Beijing"},{"issue":"1","key":"6660_CR29","doi-asserted-by":"publisher","first-page":"290","DOI":"10.1109\/JBHI.2014.2312180","volume":"19","author":"EE Stone","year":"2015","unstructured":"Stone EE, Skubic M (2015) Fall detection in homes of older adults using the Microsoft Kinect. IEEE Journal of Biomedical and Health Informatics 19(1):290\u2013301","journal-title":"IEEE Journal of Biomedical and Health Informatics"},{"key":"6660_CR30","volume-title":"Articulated human pose estimation with flexible mixtures of parts","author":"Y Yang","year":"2013","unstructured":"Yang Y (2013) Articulated human pose estimation with flexible mixtures of parts. University of California, Irvine"},{"key":"6660_CR31","unstructured":"Yunchu Z, Zize L, En L, Min T (2006) A Background Reconstruction Algorithm Based on C-means Clustering for Video Surveillance. Computer Engineering and Application, pp. 45\u201347"},{"key":"6660_CR32","doi-asserted-by":"crossref","unstructured":"Zeng A, Yu KT, Song S, Suo D, Walker E, Rodriguez A, Xiao J (2017) Multi-view self-supervised deep learning for 6d pose estimation in the amazon picking challenge. In Robotics and Automation (ICRA), 2017 IEEE International Conference on, pp 1386\u20131383","DOI":"10.1109\/ICRA.2017.7989165"},{"key":"6660_CR33","doi-asserted-by":"crossref","unstructured":"Zhan C et al (2007) An improved moving object detection algorithm based on frame difference and edge detection. In: image and graphics, 2007. ICIG 2007. Fourth international conference on. IEEE, p. 519\u2013523","DOI":"10.1109\/ICIG.2007.153"},{"key":"6660_CR34","doi-asserted-by":"publisher","first-page":"11364","DOI":"10.1109\/ACCESS.2017.2716359","volume":"5","author":"L Zhu","year":"2017","unstructured":"Zhu L, Wang R, Wang Z, Yang H (2017) TagCare: using RFIDs to monitor the status of the elderly living alone. IEEE Access 5:11364\u201311373","journal-title":"IEEE Access"}],"container-title":["Multimedia Tools and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-018-6660-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11042-018-6660-7\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-018-6660-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,10]],"date-time":"2024-07-10T09:57:00Z","timestamp":1720605420000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11042-018-6660-7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,9,14]]},"references-count":34,"journal-issue":{"issue":"5","published-print":{"date-parts":[[2019,3]]}},"alternative-id":["6660"],"URL":"https:\/\/doi.org\/10.1007\/s11042-018-6660-7","relation":{},"ISSN":["1380-7501","1573-7721"],"issn-type":[{"value":"1380-7501","type":"print"},{"value":"1573-7721","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,9,14]]},"assertion":[{"value":"21 May 2018","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"10 August 2018","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"5 September 2018","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"14 September 2018","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}