{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,7]],"date-time":"2025-11-07T13:22:59Z","timestamp":1762521779724,"version":"3.41.0"},"publisher-location":"Cham","reference-count":29,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319161778"},{"type":"electronic","value":"9783319161785"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"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":[],"published-print":{"date-parts":[[2015]]},"DOI":"10.1007\/978-3-319-16178-5_41","type":"book-chapter","created":{"date-parts":[[2015,3,18]],"date-time":"2015-03-18T18:28:20Z","timestamp":1426703300000},"page":"579-594","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":21,"title":["Gesture Recognition Using Template Based Random Forest Classifiers"],"prefix":"10.1007","author":[{"given":"Necati Cihan","family":"Camg\u00f6z","sequence":"first","affiliation":[]},{"given":"Ahmet Alp","family":"Kindiroglu","sequence":"additional","affiliation":[]},{"given":"Lale","family":"Akarun","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2015,3,19]]},"reference":[{"key":"41_CR1","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"54","DOI":"10.1007\/978-3-540-24672-5_5","volume-title":"Computer Vision - ECCV 2004","author":"A Agarwal","year":"2004","unstructured":"Agarwal, A., Triggs, B.: Tracking articulated motion using a mixture of autoregressive models. In: Pajdla, T., Matas, J.G. (eds.) ECCV 2004. LNCS, vol. 3023, pp. 54\u201365. Springer, Heidelberg (2004)"},{"key":"41_CR2","volume-title":"Pattern Recognition and Machine Learning (Information Science and Statistics)","author":"CM Bishop","year":"2006","unstructured":"Bishop, C.M.: Pattern Recognition and Machine Learning (Information Science and Statistics). Springer, New York (2006)"},{"issue":"3","key":"41_CR3","doi-asserted-by":"publisher","first-page":"257","DOI":"10.1109\/34.910878","volume":"23","author":"AF Bobick","year":"2001","unstructured":"Bobick, A.F., Davis, J.W.: The recognition of human movement using temporal templates. IEEE Transactions on Pattern Analysis and Machine Intelligence 23(3), 257\u2013267 (2001)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"issue":"1","key":"41_CR4","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1023\/A:1010933404324","volume":"45","author":"L Breiman","year":"2001","unstructured":"Breiman, L.: Random forests. Machine Learning 45(1), 5\u201332 (2001)","journal-title":"Machine Learning"},{"key":"41_CR5","doi-asserted-by":"crossref","unstructured":"Chang, J.Y.: Nonparametric gesture labeling from multi-modal data. In: European Conference on Computer Vision (ECCV) 2014 ChaLearn Workshop, Zurich (2014)","DOI":"10.1007\/978-3-319-16178-5_35"},{"key":"41_CR6","doi-asserted-by":"crossref","unstructured":"Chen, G., Clarke, D., Weikersdorfer, D., Giuliani, M.: Multi-modality gesture detection and recognition with un-supervision, randomization and discrimination. In: European Conference on Computer Vision (ECCV) 2014 ChaLearn Workshop, Zurich (2014)","DOI":"10.1007\/978-3-319-16178-5_43"},{"issue":"1\u20132","key":"41_CR7","doi-asserted-by":"publisher","first-page":"52","DOI":"10.1016\/j.cviu.2006.10.012","volume":"108","author":"A Erol","year":"2007","unstructured":"Erol, A., Bebis, G., Nicolescu, M., Boyle, R.D., Twombly, X.: Vision-based hand pose estimation: A review. Computer Vision and Image Understanding 108(1\u20132), 52\u201373 (2007)","journal-title":"Computer Vision and Image Understanding"},{"key":"41_CR8","doi-asserted-by":"crossref","unstructured":"Escalera, S., Bar\u00f3, X., Gonz\u00e0lez, J., Bautista, M.A., Madadi, M., Reyes, M., Ponce, V., Escalante, H.J., Shotton, J., Guyon, I.: ChaLearn looking at people challenge 2014: dataset and results. In: ECCV Workshop, Zurich (2014)","DOI":"10.1007\/978-3-319-16178-5_32"},{"key":"41_CR9","doi-asserted-by":"crossref","unstructured":"Evangelidis; G., Singh; G., Horaud, R.: Continuous gesture recognition from articulated poses. In: European Conference on Computer Vision (ECCV) 2014 ChaLearn Workshop, Zurich (2014)","DOI":"10.1007\/978-3-319-16178-5_42"},{"key":"41_CR10","doi-asserted-by":"crossref","unstructured":"Kuznetsova, A., Leal-Taixe, L., Rosenhahn, B.: Real-time sign language recognition using a consumer depth camera. In: ICCV 2013 (2013)","DOI":"10.1109\/ICCVW.2013.18"},{"key":"41_CR11","doi-asserted-by":"crossref","unstructured":"Liang, B., Zheng, L.: Multi-modal gesture recognition using skeletal joints and motion trail model. In: European Conference on Computer Vision (ECCV) 2014 ChaLearn Workshop, Zurich, pp. 1\u201316 (2014)","DOI":"10.1007\/978-3-319-16178-5_44"},{"issue":"3","key":"41_CR12","doi-asserted-by":"publisher","first-page":"311","DOI":"10.1109\/TSMCC.2007.893280","volume":"37","author":"S Mitra","year":"2007","unstructured":"Mitra, S., Acharya, T.: Gesture Recognition: A Survey. IEEE Transactions on Systems, Man and Cybernetics, Part C (Applications and Reviews) 37(3), 311\u2013324 (2007)","journal-title":"IEEE Transactions on Systems, Man and Cybernetics, Part C (Applications and Reviews)"},{"key":"41_CR13","doi-asserted-by":"crossref","unstructured":"Monnier, C., German, S., Ost, A.: A multi-scale boosted detector for efficient and robust gesture recognition. In: European Conference on Computer Vision (ECCV) 2014 ChaLearn Workshop (2014)","DOI":"10.1007\/978-3-319-16178-5_34"},{"key":"41_CR14","doi-asserted-by":"crossref","unstructured":"Mori, G.: Max-margin hidden conditional random fields for human action recognition. In: 2009 IEEE Conference on Computer Vision and Pattern Recognition, pp. 872\u2013879. IEEE (2009)","DOI":"10.1109\/CVPR.2009.5206709"},{"key":"41_CR15","doi-asserted-by":"crossref","unstructured":"Neverova, N., Wolf, C., Taylor, G.W., Nebout, F.: Multi-scale deep learning for gesture detection and localization. In: European Conference on Computer Vision (ECCV) 2014 ChaLearn Workshop, Zurich (2014)","DOI":"10.1007\/978-3-319-16178-5_33"},{"key":"41_CR16","doi-asserted-by":"crossref","unstructured":"Peng, X., Wang, L.: Action and gesture temporal spotting with. In: European Conference on Computer Vision (ECCV) 2014 ChaLearn Workshop (2014)","DOI":"10.1007\/978-3-319-16178-5_36"},{"key":"41_CR17","doi-asserted-by":"crossref","unstructured":"Pigou, L., Dieleman, S., Kindermans, P.J., Schrauwen, B.: Sign language recognition using convolutional neural networks. In: European Conference on Computer Vision (ECCV) 2014 ChaLearn Workshop, Zurich (2014)","DOI":"10.1007\/978-3-319-16178-5_40"},{"issue":"6","key":"41_CR18","doi-asserted-by":"publisher","first-page":"976","DOI":"10.1016\/j.imavis.2009.11.014","volume":"28","author":"R Poppe","year":"2010","unstructured":"Poppe, R.: A survey on vision-based human action recognition. Image and Vision Computing 28(6), 976\u2013990 (2010)","journal-title":"Image and Vision Computing"},{"key":"41_CR19","doi-asserted-by":"crossref","unstructured":"Rabiner, L., Juang, B.: An introduction to hidden Markov models. IEEE ASSP Magazine (1986)","DOI":"10.1109\/MASSP.1986.1165342"},{"key":"41_CR20","doi-asserted-by":"crossref","unstructured":"Rautaray, S.S., Agrawal, A.: Vision based hand gesture recognition for human computer interaction: a survey (2012)","DOI":"10.1007\/s10462-012-9356-9"},{"key":"41_CR21","doi-asserted-by":"crossref","unstructured":"Schuldt, C., Laptev, I., Caputo, B.: Recognizing human actions: a local svm approach. In: Proceedings of the 17th International Conference on Pattern Recognition, ICPR 2004, vol. 3, pp. 32\u201336, August 2004","DOI":"10.1109\/ICPR.2004.1334462"},{"key":"41_CR22","doi-asserted-by":"crossref","unstructured":"Sempena, S., Maulidevi, N.U., Aryan, P.R.: Human action recognition using Dynamic Time Warping. In: Proceedings of the 2011 International Conference on Electrical Engineering and Informatics, pp. 1\u20135 (2011)","DOI":"10.1109\/ICEEI.2011.6021605"},{"key":"41_CR23","doi-asserted-by":"crossref","unstructured":"Shotton, J., Fitzgibbon, A., Cook, M., Sharp, T., Finocchio, M., Moore, R., Kipman, A., Blake, A.: Real-time human pose recognition in parts from single depth images. In: CVPR, vol. 2 (2011)","DOI":"10.1109\/CVPR.2011.5995316"},{"key":"41_CR24","unstructured":"Starner, T., Pentland, A.: Real-time American sign language recognition from video using hidden Markov models. In: Proceedings of Computer Vision (1995)"},{"key":"41_CR25","doi-asserted-by":"crossref","unstructured":"Suarez, J., Murphy, R.R.: Hand gesture recognition with depth images: a review. In: Proceedings - IEEE International Workshop on Robot and Human Interactive Communication, pp. 411\u2013417 (2012)","DOI":"10.1109\/ROMAN.2012.6343787"},{"key":"41_CR26","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"629","DOI":"10.1007\/3-540-47969-4_42","volume-title":"Computer Vision - ECCV 2002","author":"J Sullivan","year":"2002","unstructured":"Sullivan, J., Carlsson, S.: Recognizing and tracking human action. In: Heyden, A., Sparr, G., Nielsen, M., Johansen, P. (eds.) ECCV 2002, Part I. LNCS, vol. 2350, pp. 629\u2013644. Springer, Heidelberg (2002)"},{"key":"41_CR27","doi-asserted-by":"crossref","unstructured":"Wachs, J.P., K\u00f6lsch, M., Stern, H., Edan, Y.: Vision-based hand-gesture applications (2011)","DOI":"10.1145\/1897816.1897838"},{"key":"41_CR28","doi-asserted-by":"crossref","unstructured":"Wu, D., Shao, L.: Deep dynamic neural networks for gesture segmentation and recognition. In: European Conference on Computer Vision (ECCV) 2014 ChaLearn Workshop, Zurich (2014)","DOI":"10.1007\/978-3-319-16178-5_39"},{"key":"41_CR29","doi-asserted-by":"crossref","unstructured":"Yamato, J., Ohya, J., Ishii, K.: Recognizing human action in time-sequential images using hidden Markov model. In: Proceedings CVPR 1992, IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp. 379\u2013385 (1992)","DOI":"10.1109\/CVPR.1992.223161"}],"container-title":["Lecture Notes in Computer Science","Computer Vision - ECCV 2014 Workshops"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-16178-5_41","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,21]],"date-time":"2025-05-21T02:42:06Z","timestamp":1747795326000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-16178-5_41"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319161778","9783319161785"],"references-count":29,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-16178-5_41","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2015]]},"assertion":[{"value":"19 March 2015","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}