{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T17:51:45Z","timestamp":1740160305982,"version":"3.37.3"},"reference-count":22,"publisher":"Springer Science and Business Media LLC","issue":"6","license":[{"start":{"date-parts":[[2018,4,30]],"date-time":"2018-04-30T00:00:00Z","timestamp":1525046400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61601108","61701098","61374097","61473066"],"award-info":[{"award-number":["61601108","61701098","61374097","61473066"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"crossref","award":["N130423006","N130423005"],"award-info":[{"award-number":["N130423006","N130423005"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100003787","name":"Natural Science Foundation of Hebei Province","doi-asserted-by":"publisher","award":["F2012501001"],"award-info":[{"award-number":["F2012501001"]}],"id":[{"id":"10.13039\/501100003787","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Foundation of Northeastern University at Qinhuangdao","award":["XNK201403"],"award-info":[{"award-number":["XNK201403"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Int. J. Mach. Learn. &amp; Cyber."],"published-print":{"date-parts":[[2019,6]]},"DOI":"10.1007\/s13042-018-0821-x","type":"journal-article","created":{"date-parts":[[2018,4,30]],"date-time":"2018-04-30T00:54:04Z","timestamp":1525049644000},"page":"1399-1406","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Gait symmetry measurement method based on a single camera"],"prefix":"10.1007","volume":"10","author":[{"given":"Xi","family":"Cai","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Guang","family":"Han","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xin","family":"Song","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jinkuan","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,4,30]]},"reference":[{"issue":"2","key":"821_CR1","doi-asserted-by":"publisher","first-page":"537","DOI":"10.1161\/STROKEAHA.108.527374","volume":"40","author":"LD Alexander","year":"2009","unstructured":"Alexander LD, Black SE, Patterson KK, Gao F, Danells CJ, McIlroy WE (2009) Association between gait asymmetry and brain lesion location in stroke patients. Stroke 40(2):537\u2013544","journal-title":"Stroke"},{"key":"821_CR2","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-59745-233-5","volume-title":"Eldercare technology for clinical practitioners","author":"M Alwan","year":"2008","unstructured":"Alwan M, Felder RA (2008) Eldercare technology for clinical practitioners. Humana Press, Totowa, NJ"},{"key":"821_CR3","doi-asserted-by":"crossref","unstructured":"Auvinet E, Multon F, Meunier J (2012) Lower limb movement asymmetry measurement with a depth camera. In: Engineering in Medicine and Biology Society Annual IEEE, Piscataway, NJ, pp\u00a06793\u20136796","DOI":"10.1109\/EMBC.2012.6347554"},{"issue":"4","key":"821_CR4","doi-asserted-by":"publisher","first-page":"453","DOI":"10.1109\/TNSRE.2010.2041792","volume":"18","author":"J Courtney","year":"2010","unstructured":"Courtney J, de Paor AM (2010) A monocular marker-free gait measurement system. IEEE Trans Neur Syst Rehabil 18(4):453\u2013460","journal-title":"IEEE Trans Neur Syst Rehabil"},{"key":"821_CR5","first-page":"44","volume":"19","author":"D Hodgins","year":"2008","unstructured":"Hodgins D (2008) The importance of measuring human gait. Med Device Technol 19:44\u201347","journal-title":"Med Device Technol"},{"issue":"4","key":"821_CR6","doi-asserted-by":"publisher","first-page":"1261","DOI":"10.1109\/TBME.2014.2299772","volume":"61","author":"D Jarchi","year":"2014","unstructured":"Jarchi D, Wong C, Kwasnicki RM, Heller B, Tew GA, Yang GZ (2014) Gait parameter estimation from a miniaturized ear-worn sensor using singular spectrum analysis and longest common subsequence. IEEE Trans Biomed Eng 61(4):1261\u20131273","journal-title":"IEEE Trans Biomed Eng"},{"issue":"3","key":"821_CR7","doi-asserted-by":"publisher","first-page":"313","DOI":"10.1111\/j.1532-5415.1997.tb00946.x","volume":"45","author":"BE Maki","year":"1997","unstructured":"Maki BE (1997) Gait changes in older adults: predictors of falls or indicators of fear. J Am Geriatr Soc 45(3):313\u2013320","journal-title":"J Am Geriatr Soc"},{"key":"821_CR8","doi-asserted-by":"crossref","unstructured":"Pachoulakis I, Kourmoulis K (2014) Building a gait analysis framework for Parkinson\u2019s disease patients: motion capture and skeleton 3D representation. In: International Conference on Telecommunication of Multimedia, IEEE, Piscataway, NJ, pp\u00a0220\u2013225","DOI":"10.1109\/TEMU.2014.6917764"},{"issue":"2","key":"821_CR9","doi-asserted-by":"publisher","first-page":"304","DOI":"10.1016\/j.apmr.2007.08.142","volume":"89","author":"KK Patterson","year":"2008","unstructured":"Patterson KK, Parafianowicz I, Danells CJ, Closson V, Verrier MC, Staines WR, Black SE, McIlroy WE (2008) Gait asymmetry in community-ambulating stroke survivors. Arch Phys Med Rehabil 89(2):304\u2013310","journal-title":"Arch Phys Med Rehabil"},{"issue":"2","key":"821_CR10","doi-asserted-by":"publisher","first-page":"241","DOI":"10.1016\/j.gaitpost.2009.10.014","volume":"31","author":"KK Patterson","year":"2010","unstructured":"Patterson KK, Gage WH, Brooks D, Black SE, Mcllroy WE (2010) Evaluation of gait symmetry after stroke: a comparison of current methods and recommendations for standardization. Gait Posture 31(2):241\u2013246","journal-title":"Gait Posture"},{"issue":"2","key":"821_CR11","doi-asserted-by":"publisher","first-page":"228","DOI":"10.1109\/TNSRE.2004.828423","volume":"12","author":"DH Stefanov","year":"2004","unstructured":"Stefanov DH, Bien Z, Bang WC (2004) The smart house for older persons and persons with physical disabilities: structure, technology arrangements, and perspectives. IEEE Trans Neur Syst Rehabil 12(2):228\u2013250","journal-title":"IEEE Trans Neur Syst Rehabil"},{"key":"821_CR12","doi-asserted-by":"crossref","unstructured":"Vishnoi N, Duric Z, Gerber NL (2012) Markerless identification of key events in gait cycle using image flow. In: Engineering in Medicine and Biology Society Annual IEEE, Piscataway, NJ, pp\u00a04839\u20134842","DOI":"10.1109\/EMBC.2012.6347077"},{"issue":"8","key":"821_CR13","first-page":"550","volume":"67","author":"JC Wall","year":"1986","unstructured":"Wall JC, Turnbull GI (1986) Gait asymmetries in residual hemiplegia. Arch Phys Med Rehabil 67(8):550\u2013553","journal-title":"Arch Phys Med Rehabil"},{"issue":"2","key":"821_CR14","doi-asserted-by":"publisher","first-page":"346","DOI":"10.1109\/JBHI.2012.2233745","volume":"17","author":"F Wang","year":"2013","unstructured":"Wang F, Stone E, Skubic M, Keller JM, Abbott C, Rantz M (2013) Toward a passive low-cost in-home gait assessment system for older adults. IEEE J Biomed Health Inf 17(2):346\u2013355","journal-title":"IEEE J Biomed Health Inf"},{"key":"821_CR15","doi-asserted-by":"crossref","unstructured":"Wang F, Stone E, Dai W, Skubic M, Keller J (2009) Gait analysis and validation using voxel data. In: Engineering in Medicine and Biology Society Annual IEEE, Piscataway, NJ, pp\u00a06127\u20136130","DOI":"10.1109\/IEMBS.2009.5334706"},{"key":"821_CR16","doi-asserted-by":"publisher","first-page":"490","DOI":"10.1016\/j.image.2016.06.002","volume":"47","author":"L Wang","year":"2016","unstructured":"Wang L, Zhang B, Han J, Shen L, Qian C (2016) Robust object representation by boosting-like deep learning architecture. Signal Process Image 47:490\u2013499","journal-title":"Signal Process Image"},{"key":"821_CR17","doi-asserted-by":"crossref","unstructured":"Wang Y, Jodoin PM, Porikli F, Konrad J, Benezeth Y, Ishwar P (2014) CDnet 2014: an expanded change detection benchmark dataset. In: Proceeding of CVPRW IEEE, IEEE Computer Society, Los Alamitos, CA, pp\u00a0393\u2013400","DOI":"10.1109\/CVPRW.2014.126"},{"issue":"8","key":"821_CR18","doi-asserted-by":"publisher","first-page":"7772","DOI":"10.3390\/s100807772","volume":"10","author":"CC Yang","year":"2010","unstructured":"Yang CC, Hsu YL (2010) A review of accelerometry-based wearable motion detector for physical activity monitoring. Sensors 10(8):7772\u20137788","journal-title":"Sensors"},{"issue":"7","key":"821_CR19","doi-asserted-by":"publisher","first-page":"1515","DOI":"10.1109\/TCSVT.2016.2540978","volume":"27","author":"B Zhang","year":"2017","unstructured":"Zhang B, Li Z, Perina A, Del Bue A, Murino V, Liu J (2017) Adaptive local movement modeling for robust object tracking. IEEE Trans Circ Syst Video 27(7):1515\u20131526","journal-title":"IEEE Trans Circ Syst Video"},{"issue":"3","key":"821_CR20","doi-asserted-by":"publisher","first-page":"364","DOI":"10.1007\/s11263-016-0880-y","volume":"118","author":"B Zhang","year":"2016","unstructured":"Zhang B, Perina A, Li Z, Murino V, Liu J, Ji R (2016) Bounding multiple Gaussians uncertainty with application to object tracking. Int J Comput Vision 118(3):364\u2013379","journal-title":"Int J Comput Vision"},{"issue":"3","key":"821_CR21","doi-asserted-by":"publisher","first-page":"236","DOI":"10.1145\/357994.358023","volume":"27","author":"TY Zhang","year":"1984","unstructured":"Zhang TY, Suen CY (1984) A fast parallel algorithm for thinning digital patterns. Commun ACM 27(3):236\u2013239","journal-title":"Commun ACM"},{"issue":"7","key":"821_CR22","doi-asserted-by":"publisher","first-page":"773","DOI":"10.1016\/j.patrec.2005.11.005","volume":"27","author":"Z Zivkovic","year":"2006","unstructured":"Zivkovic Z, Van Der Heijden F (2006) Efficient adaptive density estimation per image pixel for the task of background subtraction. Pattern Recogn Lett 27(7):773\u2013780","journal-title":"Pattern Recogn Lett"}],"container-title":["International Journal of Machine Learning and Cybernetics"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13042-018-0821-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s13042-018-0821-x\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13042-018-0821-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,23]],"date-time":"2019-05-23T13:08:45Z","timestamp":1558616925000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s13042-018-0821-x"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,4,30]]},"references-count":22,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2019,6]]}},"alternative-id":["821"],"URL":"https:\/\/doi.org\/10.1007\/s13042-018-0821-x","relation":{},"ISSN":["1868-8071","1868-808X"],"issn-type":[{"type":"print","value":"1868-8071"},{"type":"electronic","value":"1868-808X"}],"subject":[],"published":{"date-parts":[[2018,4,30]]},"assertion":[{"value":"31 December 2015","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"21 April 2018","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"30 April 2018","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Compliance with ethical standards"}},{"value":"The authors declare that they have no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}