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It is then modeled by dynamic movement primitives and a support vector machine is trained for trajectory recognition. Scale-invariant feature transform is employed to extract features on segmented hand postures, and a novel strategy for hand posture recognition is proposed. A gesture vector is introduced to recognize hand gesture as an entirety which combines the recognition results of motion trajectory and hand postures where a support vector machine is trained for gesture recognition based on gesture vectors.<\/jats:p>","DOI":"10.1155\/2017\/2162078","type":"journal-article","created":{"date-parts":[[2017,10,31]],"date-time":"2017-10-31T19:31:00Z","timestamp":1509478260000},"page":"1-25","source":"Crossref","is-referenced-by-count":6,"title":["Hand Motion and Posture Recognition in a Network of Calibrated Cameras"],"prefix":"10.1155","volume":"2017","author":[{"given":"Jingya","family":"Wang","sequence":"first","affiliation":[{"name":"Network Robotics and Sensing Laboratory, School of Engineering Science, Simon Fraser University, Burnaby, BC, Canada V5A 1S6"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6846-7289","authenticated-orcid":true,"given":"Shahram","family":"Payandeh","sequence":"additional","affiliation":[{"name":"Network Robotics and Sensing Laboratory, School of Engineering Science, Simon Fraser University, Burnaby, BC, Canada V5A 1S6"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","reference":[{"year":"1971","key":"1"},{"year":"1973","key":"2"},{"key":"3","doi-asserted-by":"publisher","DOI":"10.1109\/38.250916"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2001.937543"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1145\/1531326.1531369"},{"key":"8","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCC.2007.893280"},{"key":"9","doi-asserted-by":"publisher","DOI":"10.1109\/34.598226"},{"first-page":"103","volume-title":"Vision-based gesture recognition: a review","year":"1999","key":"10"},{"key":"14","doi-asserted-by":"publisher","DOI":"10.1109\/76.767122"},{"key":"16","doi-asserted-by":"publisher","DOI":"10.1023\/A:1013200319198"},{"key":"17","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-8655(01)00086-1"},{"key":"22","doi-asserted-by":"publisher","DOI":"10.1155\/2017\/2072951"},{"key":"56","doi-asserted-by":"publisher","DOI":"10.1023\/B:VISI.0000029664.99615.94"},{"key":"24","doi-asserted-by":"publisher","DOI":"10.1109\/CJECE.2008.4721631"},{"key":"29","doi-asserted-by":"publisher","DOI":"10.1109\/34.735811"},{"journal-title":"Springer Lecture Notes in Control And Information Science","first-page":"317","year":"2008","key":"34"},{"issue":"1","key":"35","first-page":"4","volume":"2","year":"2013","journal-title":"Proceedings of the IEEE International Conference on Computational Intelligence and Security"},{"key":"38","doi-asserted-by":"publisher","DOI":"10.1093\/deafed\/eni001"},{"key":"40","doi-asserted-by":"publisher","DOI":"10.1201\/9781315367484"},{"key":"42","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2007.898960"},{"first-page":"261","volume-title":"Dynamic movement primitives- a framework for motor control in humans and humanoid robotics","year":"2006","key":"44"},{"key":"46","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-27863-6_29"},{"key":"49","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2005.17"},{"key":"15","doi-asserted-by":"publisher","DOI":"10.1016\/S0923-5965(97)00042-8"},{"key":"50","doi-asserted-by":"publisher","DOI":"10.1115\/1.3662552"},{"key":"51","doi-asserted-by":"publisher","DOI":"10.1145\/1177352.1177355"},{"issue":"1","key":"53","volume":"35","year":"1981","journal-title":"The American statistician"},{"key":"54","doi-asserted-by":"publisher","DOI":"10.1162\/NECO_a_00393"},{"key":"55","doi-asserted-by":"publisher","DOI":"10.1145\/1961189.1961199"},{"year":"1979","key":"57"}],"container-title":["Advances in Multimedia"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/am\/2017\/2162078.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/am\/2017\/2162078.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/am\/2017\/2162078.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,10,31]],"date-time":"2017-10-31T19:31:00Z","timestamp":1509478260000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.hindawi.com\/journals\/am\/2017\/2162078\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"references-count":30,"alternative-id":["2162078","2162078"],"URL":"https:\/\/doi.org\/10.1155\/2017\/2162078","relation":{},"ISSN":["1687-5680","1687-5699"],"issn-type":[{"type":"print","value":"1687-5680"},{"type":"electronic","value":"1687-5699"}],"subject":[],"published":{"date-parts":[[2017]]}}}