{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,28]],"date-time":"2026-02-28T18:23:34Z","timestamp":1772303014222,"version":"3.50.1"},"reference-count":33,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2019,3,18]],"date-time":"2019-03-18T00:00:00Z","timestamp":1552867200000},"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":["IJDAR"],"published-print":{"date-parts":[[2019,6]]},"DOI":"10.1007\/s10032-019-00321-4","type":"journal-article","created":{"date-parts":[[2019,3,18]],"date-time":"2019-03-18T06:02:52Z","timestamp":1552888972000},"page":"113-125","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":12,"title":["Real-time Kinect-based air-writing system with a novel analytical classifier"],"prefix":"10.1007","volume":"22","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6897-7318","authenticated-orcid":false,"given":"Shahram","family":"Mohammadi","sequence":"first","affiliation":[]},{"given":"Reza","family":"Maleki","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2019,3,18]]},"reference":[{"issue":"1","key":"321_CR1","doi-asserted-by":"publisher","first-page":"63","DOI":"10.1109\/34.824821","volume":"22","author":"R Palmondon","year":"2000","unstructured":"Palmondon, R., Srihari, S.N.: On-line and off-line handwriting recognition: a comprehensive survey. IEEE Trans. Pattern Anal. Mach. Intell. 22(1), 63\u201384 (2000)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"321_CR2","doi-asserted-by":"publisher","first-page":"99","DOI":"10.1016\/j.neucom.2018.05.042","volume":"311","author":"R Saini","year":"2018","unstructured":"Saini, R., Kumar, P., Roy, P.P., Dogra, D.P.: A novel framework of continuous human-activity recognition using kinect. Neurocomputing 311, 99\u2013111 (2018)","journal-title":"Neurocomputing"},{"key":"321_CR3","doi-asserted-by":"crossref","unstructured":"Kumar, P., Saini, R., Behera, S.K., Dogra, D.P.: Real-time recognition of sign language gesture and air-writing using leap motion. In: 2017 Fifteenth IAPR International Conference on Machine Vision Applications, Nagoya, Japan (2017)","DOI":"10.23919\/MVA.2017.7986825"},{"issue":"5","key":"321_CR4","first-page":"51","volume":"17","author":"NA Khan","year":"2017","unstructured":"Khan, N.A., Khan, S.M., Abdullah, M., Kanji, S.J., Iltifat, U.: Use hand gesture to write in air recognize with computer vision. IJCSNS Int. J. Comput. Sci. Netw. Secur. 17(5), 51\u201355 (2017)","journal-title":"IJCSNS Int. J. Comput. Sci. Netw. Secur."},{"key":"321_CR5","unstructured":"Agrawal, S., Constandache, L., Gaonkar, S., Roy, R., Caves, K., Deruyter, F.: Using mobile phones to write in air. In: MobiSys\u201911 Proceeding of the 9th International Conference on Mobile Systems, ACM (2013)"},{"key":"321_CR6","unstructured":"Xu, S., Xue, Y.: Air-writing characters modelling and recognition on modified CHMM. 2016 IEEE International Conference on Systems, Man and Cybernetics (SMC) (2016)"},{"issue":"4","key":"321_CR7","doi-asserted-by":"publisher","first-page":"137","DOI":"10.1080\/15980316.2013.860928","volume":"14","author":"S Beg","year":"2013","unstructured":"Beg, S., Khan, M.F., Baig, F.: Text writing in air. J. Inf. Display 14(4), 137\u2013148 (2013)","journal-title":"J. Inf. Display"},{"issue":"1","key":"321_CR8","doi-asserted-by":"publisher","first-page":"191","DOI":"10.1007\/s00779-013-0637-3","volume":"18","author":"C Amma","year":"2014","unstructured":"Amma, C., Georgi, M., Schultz, T.: Air writing: a wearable handwriting recognition system. Pers. Ubiquitous Comput. 18(1), 191\u2013203 (2014)","journal-title":"Pers. Ubiquitous Comput."},{"key":"321_CR9","first-page":"15","volume":"43","author":"P Kumar","year":"2012","unstructured":"Kumar, P., Verma, J., Prasad, S.: A wearable real-time device for human\u2013computer interaction. Int. J. Adv. Sci. Technol. 43, 15\u201326 (2012)","journal-title":"Int. J. Adv. Sci. Technol."},{"key":"321_CR10","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1155\/2016\/3692876","volume":"2016","author":"S Patil","year":"2016","unstructured":"Patil, S., Kim, D., Park, S., Chai, Y.: Handwriting recognition in free space using WIMU-based hand motion analysis. Hindawi J. Sens. 2016, 1\u201310 (2016)","journal-title":"Hindawi J. Sens."},{"key":"321_CR11","unstructured":"Islam, R., Mahmud, H., Hasan, M.K., Rubaiyeat, H.A.: Alphabet recognition in air writing using depth information. ACHI. ISBN: 978-1-61208-468-8 (2016)"},{"issue":"3","key":"321_CR12","doi-asserted-by":"publisher","first-page":"403","DOI":"10.1109\/THMS.2015.2492598","volume":"46","author":"M Chen","year":"2016","unstructured":"Chen, M., Alregib, G., Juang, B.H.: Air-writing recognition, Part 1: modeling and recognition of characters, words and connecting motions. IEEE Trans. Hum. Mach. Syst. 46(3), 403\u2013413 (2016)","journal-title":"IEEE Trans. Hum. Mach. Syst."},{"key":"321_CR13","unstructured":"Jin, X.J., Feng, Q., Hou, X., Liu, C.L.: Visual gesture character string recognition by classification-based segmentation with stroke deletion. In: Second IAPR Asian Conference on Pattern Recognition, ACPR (2011)"},{"key":"321_CR14","doi-asserted-by":"crossref","unstructured":"Aggarwal, R., Swetha, S.: Online handwriting recognition using depth sensors. In: ICDAR, 13th International Conference (2015)","DOI":"10.1109\/ICDAR.2015.7333924"},{"key":"321_CR15","doi-asserted-by":"publisher","first-page":"278460","DOI":"10.1155\/2014\/278460","volume":"10","author":"T Murata","year":"2014","unstructured":"Murata, T., Shin, J.: Hand gesture and character recognition based on kinect sensor. Int. J. Distrib. Sens. Netw. 10, 278460 (2014)","journal-title":"Int. J. Distrib. Sens. Netw."},{"issue":"2","key":"321_CR16","first-page":"699","volume":"3","author":"D Deepa","year":"2017","unstructured":"Deepa, D., Dharmalingam, R.: Feature and processing of recognition of characters, words & connecting motions. IJARIIT 3(2), 699\u2013704 (2017)","journal-title":"IJARIIT"},{"key":"321_CR17","doi-asserted-by":"publisher","first-page":"21","DOI":"10.5121\/iju.2012.3103","volume":"3","author":"SS Rautaray","year":"2012","unstructured":"Rautaray, S.S., Agarwal, A.: Real time hand gesture recognition system for dynamic applications. Int. J. UbiComp. 3, 21 (2012)","journal-title":"Int. J. UbiComp."},{"key":"321_CR18","doi-asserted-by":"crossref","unstructured":"Froba, B., Ernst, A.: Face detection with the modified census transform. In: Sixth IEEE International Conference on Automatic Face and Gesture Recognition (2004)","DOI":"10.1109\/AFGR.2004.1301514"},{"key":"321_CR19","unstructured":"Conseil, S., Bourennane, S.: Comparison of Fourier descriptors and Hu moments for hand posture recognition. In: 15th European Signal Processing Conference (2007)"},{"key":"321_CR20","unstructured":"Zhang, D., Lu, G.: A comparative study of Fourier descriptors for shape representation and retrieval. In: 5th Asian Conference on Computer Vision (ACCV), Melbourne, Australia (2002)"},{"key":"321_CR21","volume-title":"Hand gesture recognition using computer vision","author":"R Lockton","year":"2002","unstructured":"Lockton, R.: Hand Gesture Recognition Using Computer Vision. Oxford University Press, Oxford (2002)"},{"issue":"2","key":"321_CR22","first-page":"8","volume":"48","author":"R YanuTara","year":"2012","unstructured":"YanuTara, R., Santosa, P., Adji, T.: Sign language recognition in robot teleoperation using centroid distance Fourier descriptors. Int. J. Comput. Appl. 48(2), 8\u201312 (2012)","journal-title":"Int. J. Comput. Appl."},{"key":"321_CR23","doi-asserted-by":"crossref","unstructured":"Ren, Y., Zhang, F.: Hand gesture recognition based on MEB-SVM. In: International Conference on Embedded Software and Systems, ICESS\u201909 (2009)","DOI":"10.1109\/ICESS.2009.21"},{"key":"321_CR24","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972740.2","volume-title":"Making time-series classification more accurate using learned constraints","author":"CHA Ratanamahatana","year":"2004","unstructured":"Ratanamahatana, C.H.A., Keogh, E.: Making Time-Series Classification More Accurate Using Learned Constraints. California University Press, Oakland (2004)"},{"issue":"2","key":"321_CR25","doi-asserted-by":"publisher","first-page":"257","DOI":"10.1109\/5.18626","volume":"77","author":"LR Rabiner","year":"1989","unstructured":"Rabiner, L.R.: A tutorial on hidden Markov models and selected application in speech recognition. Proc. IEEE 77(2), 257\u2013286 (1989)","journal-title":"Proc. IEEE"},{"issue":"3","key":"321_CR26","doi-asserted-by":"publisher","first-page":"283","DOI":"10.1016\/0031-3203(89)90076-9","volume":"22","author":"A Kundu","year":"1989","unstructured":"Kundu, A., He, Y., Bahl, P.: Recognition of hand writing words: first and second order hidden Markov model based approach. Pattern Recogn. 22(3), 283 (1989)","journal-title":"Pattern Recogn."},{"key":"321_CR27","doi-asserted-by":"publisher","first-page":"178","DOI":"10.1016\/j.image.2014.10.008","volume":"30","author":"C Nyirarugira","year":"2015","unstructured":"Nyirarugira, C., Kim, T.: Stratified gesture recognition using the normalized longest common subsequence with rough sets. Signal Process. Image Commun. 30, 178\u2013189 (2015)","journal-title":"Signal Process. Image Commun."},{"key":"321_CR28","doi-asserted-by":"publisher","first-page":"1318","DOI":"10.1109\/TCYB.2013.2265378","volume":"43","author":"J Hun","year":"2013","unstructured":"Hun, J., Shao, L., Xu, D., Shotten, J.: Enhanced computer vision with Microsoft kinect sensor: a review. IEEE Trans. Cybern. 43, 1318\u20131334 (2013)","journal-title":"IEEE Trans. Cybern."},{"key":"321_CR29","unstructured":"Mackay, D.: Information Theory, Inference and Learning Algorithms. MR 2012999. Cambridge University Press, pp 284\u2013292. ISBN: 0-521-64298-1 (2003)"},{"key":"321_CR30","doi-asserted-by":"crossref","unstructured":"Liu, F., Du, B., Wang, Q., Wang, Y., Zeng, W.: Hand gesture recognition using via deterministic learning. In: 29th Chinese Control and Decision Conference (CCDC) (2017)","DOI":"10.1109\/CCDC.2017.7978867"},{"key":"321_CR31","doi-asserted-by":"crossref","unstructured":"Feng, Z., Xu, S., Zhang, X., Jin, L., Ye, Z.: Real-time fingertip tracking and detection using kinect depth sensor for a new writing-in-the air system. In: The 4th International Conference on Internet Multimedia Computing and Service (ICIMCS), China (2012)","DOI":"10.1145\/2382336.2382356"},{"issue":"6","key":"321_CR32","doi-asserted-by":"publisher","first-page":"1077","DOI":"10.1109\/THMS.2017.2706695","volume":"47","author":"L Kane","year":"2017","unstructured":"Kane, L., Khanna, P.: Vision-based mid-air unistroke character input using polar signatures. IEEE Trans. Hum. Mach. Syst. J. 47(6), 1077\u20131088 (2017)","journal-title":"IEEE Trans. Hum. Mach. Syst. J."},{"issue":"1","key":"321_CR33","doi-asserted-by":"publisher","first-page":"1","DOI":"10.5565\/rev\/elcvia.1084","volume":"17","author":"L Ortiz","year":"2018","unstructured":"Ortiz, L., Cabrera, V., Goncalves, L.: Depth data error modeling of the ZED 3D vision sensor from stereolabs. ELCVIA Electron Lett. Comput. Vis. Image Anal. 17(1), 1\u201315 (2018)","journal-title":"ELCVIA Electron Lett. Comput. Vis. Image Anal."}],"container-title":["International Journal on Document Analysis and Recognition (IJDAR)"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10032-019-00321-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10032-019-00321-4\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10032-019-00321-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,9,13]],"date-time":"2022-09-13T22:38:26Z","timestamp":1663108706000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10032-019-00321-4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,3,18]]},"references-count":33,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2019,6]]}},"alternative-id":["321"],"URL":"https:\/\/doi.org\/10.1007\/s10032-019-00321-4","relation":{},"ISSN":["1433-2833","1433-2825"],"issn-type":[{"value":"1433-2833","type":"print"},{"value":"1433-2825","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,3,18]]},"assertion":[{"value":"24 May 2018","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"4 March 2019","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"6 March 2019","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"18 March 2019","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}