{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,28]],"date-time":"2026-01-28T10:18:19Z","timestamp":1769595499860,"version":"3.49.0"},"reference-count":41,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2013,3,2]],"date-time":"2013-03-02T00:00:00Z","timestamp":1362182400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Multimed Tools Appl"],"published-print":{"date-parts":[[2014,9]]},"DOI":"10.1007\/s11042-013-1368-1","type":"journal-article","created":{"date-parts":[[2013,3,1]],"date-time":"2013-03-01T13:23:12Z","timestamp":1362144192000},"page":"843-864","source":"Crossref","is-referenced-by-count":12,"title":["A high-performance training-free approach for hand gesture recognition with accelerometer"],"prefix":"10.1007","volume":"72","author":[{"given":"Liang","family":"Yin","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mingzhi","family":"Dong","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ying","family":"Duan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Weihong","family":"Deng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kaili","family":"Zhao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jun","family":"Guo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2013,3,2]]},"reference":[{"key":"1368_CR1","unstructured":"Adxl330 datasheet (2006)"},{"key":"1368_CR2","doi-asserted-by":"crossref","unstructured":"Akl A, Valaee S (2010) Accelerometer-based gesture recognition via dynamic-time warping, affinity propagation, & compressive sensing. In: 2010 IEEE international conference on acoustics speech and signal processing (ICASSP), IEEE, pp\u00a02270\u20132273","DOI":"10.1109\/ICASSP.2010.5495895"},{"key":"1368_CR3","doi-asserted-by":"crossref","unstructured":"Brezmes T, Gorricho JL, Cotrina J (2009) Activity recognition from accelerometer data on a mobile phone. In: Distributed computing, artificial intelligence, bioinformatics, soft computing, and ambient assisted living, pp\u00a0796\u2013799","DOI":"10.1007\/978-3-642-02481-8_120"},{"key":"1368_CR4","doi-asserted-by":"crossref","unstructured":"Brindza J, Szweda J, Liao Q, Jiang Y, Striegel A (2009) Wiilab: bringing together the nintendo wiimote and matlab. In: Frontiers in education conference, 2009. FIE\u201909. 39th IEEE. IEEE, pp\u00a01\u20136","DOI":"10.1109\/FIE.2009.5350509"},{"issue":"1","key":"1368_CR5","doi-asserted-by":"crossref","first-page":"119","DOI":"10.1007\/s11042-009-0403-8","volume":"49","author":"D Byrne","year":"2010","unstructured":"Byrne D, Doherty AR, Snoek CGM, Jones GJF, Smeaton AF (2010) Everyday concept detection in visual lifelogs: validation, relationships and trends. Multimed Tools Appl 49(1):119\u2013144","journal-title":"Multimed Tools Appl"},{"key":"1368_CR6","unstructured":"Chen Y, Liu M, Liu J, Shen Z, Pan W (2011) Slideshow: Gesture-aware ppt presentation. In: 2011 IEEE international conference on multimedia and expo (ICME), IEEE, pp\u00a01\u20134"},{"key":"1368_CR7","unstructured":"Cho SJ, Oh JK, Bang WC, Chang W, Choi E, Jing Y, Cho J, Kim DY (2004) Magic wand: a hand-drawn gesture input device in 3-d space with inertial sensors"},{"key":"1368_CR8","unstructured":"Choi ES, Bang WC, Cho SJ, Yang J, Kim DY, Kim SR (2005) Beatbox music phone: gesture-based interactive mobile phone using a tri-axis accelerometer. In: IEEE international conference on industrial technology, 2005. ICIT 2005. IEEE, pp\u00a097\u2013102"},{"issue":"3","key":"1368_CR9","doi-asserted-by":"crossref","first-page":"337","DOI":"10.1007\/s11042-007-0189-5","volume":"38","author":"E Farella","year":"2008","unstructured":"Farella E, Pieracci A, Benini L, Rocchi L, Acquaviva A (2008) Interfacing human and computer with wireless body area sensor networks: the wimoca solution. Multimed Tools Appl 38(3):337\u2013363","journal-title":"Multimed Tools Appl"},{"key":"1368_CR10","doi-asserted-by":"crossref","unstructured":"Fl\u00f3rez F, Garc\u00eda JM, Garc\u00eda J, Hern\u00e1ndez A (2002) Hand gesture recognition following the dynamics of a topology-preserving network. In: Fifth IEEE international conference on automatic face and gesture recognition, 2002. Proceedings. IEEE, pp\u00a0318\u2013323","DOI":"10.1109\/AFGR.2002.1004173"},{"key":"1368_CR11","unstructured":"Holzinger A, Nischelwitzer AK, Kickmeier-Rust MD (2006) Pervasive e-education supports life long learning: some examples of x-media learning objects (xlo). Digital Media, pp\u00a020\u201326"},{"key":"1368_CR12","doi-asserted-by":"crossref","unstructured":"Holzinger A, Softic S, Stickel C, Ebner M, Debevc M (2009) Intuitive e-teaching by using combined hci devices: experiences with wiimote applications. In: Universal access in human-computer interaction. applications and services, pp\u00a044\u201352","DOI":"10.1007\/978-3-642-02713-0_5"},{"issue":"4","key":"1368_CR13","first-page":"601","volume":"29","author":"A Holzinger","year":"2012","unstructured":"Holzinger A, Softic S, Stickel C, Ebner M, Debevc M, Hu B (2012) Nintendo wii remote controller in higher education: development and evaluation of a demonstrator kit for e-teaching. Comput Inform 29(4):601\u2013615","journal-title":"Comput Inform"},{"issue":"1","key":"1368_CR14","doi-asserted-by":"crossref","first-page":"233","DOI":"10.1007\/s11042-011-0983-y","volume":"62","author":"W H\u00fcrst","year":"2012","unstructured":"H\u00fcrst W, van Wezel C (2012) Gesture-based interaction via finger tracking for mobile augmented reality. Multimed Tools Appl 62(1):233\u2013258","journal-title":"Multimed Tools Appl"},{"issue":"2","key":"1368_CR15","doi-asserted-by":"crossref","first-page":"205","DOI":"10.1142\/S021821300000015X","volume":"9","author":"S Kettebekov","year":"2000","unstructured":"Kettebekov S, Sharma R (2000) Understanding gestures in multimodal human computer interaction. Int J Artif Intell Tools 9(2):205\u2013223","journal-title":"Int J Artif Intell Tools"},{"issue":"10","key":"1368_CR16","doi-asserted-by":"crossref","first-page":"961","DOI":"10.1109\/34.799904","volume":"21","author":"HK Lee","year":"1999","unstructured":"Lee HK, Kim JH (1999) An hmm-based threshold model approach for gesture recognition. IEEE Trans Pattern Anal Mach Intell 21(10):961\u2013973","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"6","key":"1368_CR17","doi-asserted-by":"crossref","first-page":"657","DOI":"10.1016\/j.pmcj.2009.07.007","volume":"5","author":"J Liu","year":"2009","unstructured":"Liu J, Zhong L, Wickramasuriya J, Vasudevan V (2009) uwave: accelerometer-based personalized gesture recognition and its applications. Pervasive Mob Comput 5(6):657\u2013675","journal-title":"Pervasive Mob Comput"},{"key":"1368_CR18","doi-asserted-by":"crossref","unstructured":"M\u00e4ntyj\u00e4rvi J, Kela J, Korpip\u00e4\u00e4 P, Kallio S (2004) Enabling fast and effortless customisation in accelerometer based gesture interaction. In: ACM international conference proceeding series","DOI":"10.1145\/1052380.1052385"},{"key":"1368_CR19","doi-asserted-by":"crossref","unstructured":"Mantyla VM, Mantyjarvi J, Seppanen T, Tuulari E (2000) Hand gesture recognition of a mobile device user. In: 2011 IEEE international conference on multimedia and expo (ICME), vol\u00a01. IEEE, pp\u00a0281\u2013284","DOI":"10.1109\/ICME.2000.869596"},{"issue":"1","key":"1368_CR20","doi-asserted-by":"crossref","first-page":"179","DOI":"10.1007\/s11042-011-0982-z","volume":"62","author":"R Montoliu","year":"2013","unstructured":"Montoliu R, Blom J, Gatica-Perez D (2013) Discovering places of interest in everyday life from smartphone data. Multimed Tools Appl 62(1):179\u2013307","journal-title":"Multimed Tools Appl"},{"key":"1368_CR21","doi-asserted-by":"crossref","unstructured":"Montoliu R, Gatica-Perez D (2010) Discovering human places of interest from multimodal mobile phone data. In: Proceedings of the 9th international conference on mobile and ubiquitous multimedia. ACM, p 12","DOI":"10.1145\/1899475.1899487"},{"key":"1368_CR22","doi-asserted-by":"crossref","unstructured":"M\u00fcller M (2007) Ltd MyiLibrary. Information retrieval for music and motion, vol\u00a06. Springer Berlin","DOI":"10.1007\/978-3-540-74048-3"},{"key":"1368_CR23","doi-asserted-by":"crossref","unstructured":"Park CB, Roh MC, Lee SW (2008) Real-time 3d pointing gesture recognition in mobile space. In: 8th IEEE international conference on automatic face & gesture recognition, 2008. FG\u201908. IEEE, pp\u00a01\u20136","DOI":"10.1109\/AFGR.2008.4813448"},{"issue":"7","key":"1368_CR24","doi-asserted-by":"crossref","first-page":"677","DOI":"10.1109\/34.598226","volume":"19","author":"VI Pavlovic","year":"1997","unstructured":"Pavlovic VI, Sharma R, Huang TS (1997) Visual interpretation of hand gestures for human-computer interaction: a review. IEEE Trans Pattern Anal Mach Intell 19(7):677\u2013695","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"1368_CR25","doi-asserted-by":"crossref","unstructured":"Pei M, Jia Y, Zhu SC (2011) Parsing video events with goal inference and intent prediction. In: 2011 IEEE international conference on computer vision (ICCV), IEEE, pp\u00a0487\u2013494","DOI":"10.1109\/ICCV.2011.6126279"},{"issue":"3","key":"1368_CR26","doi-asserted-by":"crossref","first-page":"544","DOI":"10.1016\/j.patcog.2010.09.015","volume":"44","author":"X Peng","year":"2011","unstructured":"Peng X, Bennamoun M, Mian AS (2011) A training-free nose tip detection method from face range images. Pattern Recogn 44(3):544\u2013558","journal-title":"Pattern Recogn"},{"key":"1368_CR27","doi-asserted-by":"crossref","unstructured":"Quintana GE, Sucar LE, Azc\u00e1rate G, Leder R (2008) Qualification of arm gestures using hidden markov models. In: 8th IEEE international conference on automatic face & gesture recognition, 2008. FG\u201908. IEEE, pp\u00a01\u20136","DOI":"10.1109\/AFGR.2008.4813400"},{"issue":"2","key":"1368_CR28","doi-asserted-by":"crossref","first-page":"257","DOI":"10.1109\/5.18626","volume":"77","author":"LR Rabiner","year":"1989","unstructured":"Rabiner LR (1989) A tutorial on hidden markov models and selected applications in speech recognition. Proc IEEE 77(2):257\u2013286","journal-title":"Proc IEEE"},{"key":"1368_CR29","unstructured":"Rabiner LR, Juang BH (1993) Fundamentals of speech recognition"},{"key":"1368_CR30","doi-asserted-by":"crossref","unstructured":"Rajko S, Qian G (2008) Hmm parameter reduction for practical gesture recognition. In: 8th IEEE international conference on automatic face & gesture recognition, 2008. FG\u201908. IEEE, pp\u00a01\u20136","DOI":"10.1109\/AFGR.2008.4813425"},{"issue":"9","key":"1368_CR31","doi-asserted-by":"crossref","first-page":"1688","DOI":"10.1109\/TPAMI.2009.153","volume":"32","author":"HJ Seo","year":"2010","unstructured":"Seo HJ, Milanfar P (2010) Training-free, generic object detection using locally adaptive regression kernels. IEEE Trans Pattern Anal Mach Intell 32(9):1688\u20131704","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"1368_CR32","doi-asserted-by":"crossref","unstructured":"Sminchisescu C, Kanaujia A, Li Z, Metaxas D (2005) Conditional models for contextual human motion recognition. In: Tenth IEEE international conference on computer vision, 2005. ICCV 2005, vol\u00a02. IEEE, pp\u00a01808\u20131815","DOI":"10.1109\/ICCV.2005.59"},{"key":"1368_CR33","doi-asserted-by":"crossref","unstructured":"Song Y, Demirdjian D, Davis R (2011) Multi-signal gesture recognition using temporal smoothing hidden conditional random fields. In: 2011 IEEE international conference on automatic face & gesture recognition and workshops (FG 2011), IEEE, pp\u00a0388\u2013393","DOI":"10.1109\/FG.2011.5771431"},{"key":"1368_CR34","doi-asserted-by":"crossref","unstructured":"Suk HI, Sin BK, Lee SW (2008) Recognizing hand gestures using dynamic bayesian network. In: 8th IEEE international conference on automatic face & gesture recognition, 2008. FG\u201908. IEEE, pp\u00a01\u20136","DOI":"10.1109\/AFGR.2008.4813342"},{"issue":"3","key":"1368_CR35","doi-asserted-by":"crossref","first-page":"761","DOI":"10.1007\/s11042-011-0870-6","volume":"58","author":"M Takahashi","year":"2013","unstructured":"Takahashi M, Fujii M, Naemura M, Satoh S (2013) Human gesture recognition system for tv viewing using time-of-flight camera. Multimed Tools Appl 62(3):761\u2013783","journal-title":"Multimed Tools Appl"},{"key":"1368_CR36","unstructured":"Tsukada K, Yasamura M (2002) Ubi-finger: gesture input device for mobile use. In: Asia-Pacific computer and human interaction"},{"issue":"3","key":"1368_CR37","doi-asserted-by":"crossref","first-page":"497","DOI":"10.1007\/s11042-011-0730-4","volume":"58","author":"D Wang","year":"2012","unstructured":"Wang D, Xiong Z, Zhang M (2012) An application oriented and shape feature based multi-touch gesture description and recognition method. Multimed Tools Appl 58(3):497\u2013519","journal-title":"Multimed Tools Appl"},{"key":"1368_CR38","doi-asserted-by":"crossref","unstructured":"Wilson A, Shafer S (2003) Xwand: Ui for intelligent spaces. In: Computer human interaction, pp\u00a0545\u2013552","DOI":"10.1145\/642611.642706"},{"key":"1368_CR39","doi-asserted-by":"crossref","unstructured":"Wilson D, Wilson A (2004) Gesture recognition using the xwand","DOI":"10.1145\/642611.642706"},{"key":"1368_CR40","doi-asserted-by":"crossref","unstructured":"Wu J, Pan G, Zhang D, Qi G, Li S (2009) Gesture recognition with a 3-d accelerometer. In: Ubiquitous intelligence and computing, pp\u00a025\u201338","DOI":"10.1007\/978-3-642-02830-4_4"},{"issue":"3","key":"1368_CR41","doi-asserted-by":"crossref","first-page":"189","DOI":"10.1006\/cviu.2002.0967","volume":"85","author":"Y Zhu","year":"2002","unstructured":"Zhu Y, Xu G, Kriegman DJ (2002) A real-time approach to the spotting, representation, and recognition of hand gestures for human\u2013computer interaction. Comput Vis Image Underst 85(3):189\u2013208","journal-title":"Comput Vis Image Underst"}],"container-title":["Multimedia Tools and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-013-1368-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11042-013-1368-1\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-013-1368-1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,7,10]],"date-time":"2019-07-10T04:10:12Z","timestamp":1562731812000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11042-013-1368-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,3,2]]},"references-count":41,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2014,9]]}},"alternative-id":["1368"],"URL":"https:\/\/doi.org\/10.1007\/s11042-013-1368-1","relation":{},"ISSN":["1380-7501","1573-7721"],"issn-type":[{"value":"1380-7501","type":"print"},{"value":"1573-7721","type":"electronic"}],"subject":[],"published":{"date-parts":[[2013,3,2]]}}}