{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T04:47:43Z","timestamp":1743137263516,"version":"3.40.3"},"publisher-location":"Singapore","reference-count":19,"publisher":"Springer Singapore","isbn-type":[{"type":"print","value":"9789811506369"},{"type":"electronic","value":"9789811506376"}],"license":[{"start":{"date-parts":[[2019,12,1]],"date-time":"2019-12-01T00:00:00Z","timestamp":1575158400000},"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":[[2020]]},"DOI":"10.1007\/978-981-15-0637-6_35","type":"book-chapter","created":{"date-parts":[[2019,12,2]],"date-time":"2019-12-02T12:09:32Z","timestamp":1575288572000},"page":"407-418","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["A New Use of Doppler Spectrum for Action Recognition with the Help of Optical Flow"],"prefix":"10.1007","author":[{"given":"Meropi","family":"Pavlidou","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"George","family":"Zioutas","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,12,1]]},"reference":[{"unstructured":"P. Dollar, V. Rabaud, G. Cottrel, S. Belongie, Behavior \u201crecognition via spatiotemporal features\u201d, in Proceedings 2nd Joint IEEE International Workshop on VS-PETS, Beijing (IEEE Computer Society Press, Los Alamitos, 2005), pp. 65\u201372","key":"35_CR1"},{"issue":"2","key":"35_CR2","doi-asserted-by":"publisher","first-page":"149","DOI":"10.1109\/TCSVT.2003.821972","volume":"14","author":"L Wang","year":"2004","unstructured":"L. Wang et al., Fusion of static and dynamic body biometrics for gait recognition. IEEE Trans. Circ. Syst. Video Technol. 14(2), 149\u2013158 (2004)","journal-title":"IEEE Trans. Circ. Syst. Video Technol."},{"doi-asserted-by":"crossref","unstructured":"A.A. Efros, et al., Recognizing action at a distance, in ICCV, vol. 3 (2003)","key":"35_CR3","DOI":"10.1109\/ICCV.2003.1238420"},{"doi-asserted-by":"crossref","unstructured":"J.C. Niebles, H. Wang, L. Fei-fei: Unsupervised learning of human action categories using spatial-temporal words, in BMVC (2006)","key":"35_CR4","DOI":"10.5244\/C.20.127"},{"key":"35_CR5","volume-title":"Data Mining with Computational Intelligence","author":"LP Wang","year":"2005","unstructured":"L.P. Wang, X.J. Fu, Data Mining with Computational Intelligence (Springer, Berlin, 2005)"},{"issue":"3","key":"35_CR6","doi-asserted-by":"publisher","first-page":"399","DOI":"10.1109\/TSMCB.2003.810911","volume":"33","author":"XJ Fu","year":"2003","unstructured":"X.J. Fu, L.P. Wang, Data dimensionality reduction with application to simplifying RBF network structure and improving classification performance. IEEE Trans. Syst. Man Cybern Part B Cybern 33(3), 399\u2013409 (2003)","journal-title":"IEEE Trans. Syst. Man Cybern Part B Cybern"},{"issue":"5","key":"35_CR7","doi-asserted-by":"publisher","first-page":"1214","DOI":"10.1109\/72.623224","volume":"8","author":"LP Wang","year":"1997","unstructured":"L.P. Wang, On competitive learning. IEEE Trans. Neural Networks 8(5), 1214\u20131217 (1997)","journal-title":"IEEE Trans. Neural Networks"},{"unstructured":"V. Luong, L.P. Wang, G. Xiao, Deep networks with trajectory for action recognition in videos, in The 18th Asia Pacific Symposium on Intelligent and Evolutionary Systems (IES 2014), Singapore, 10\u201312th Nov 2014","key":"35_CR8"},{"issue":"1\u20133","key":"35_CR9","doi-asserted-by":"publisher","first-page":"185","DOI":"10.1016\/0004-3702(81)90024-2","volume":"17","author":"BKP Horn","year":"1981","unstructured":"B.K.P. Horn, B.G. Schunck, Determining optical flow. Artif. Intell. 17(1\u20133), 185\u2013203 (1981)","journal-title":"Artif. Intell."},{"unstructured":"S. Danafar, N. Gheissari, Action recognition for surveillance applications using optic flow and SVM, in Asian Conference on Computer Vision (Springer, Berlin, 2007)","key":"35_CR10"},{"unstructured":"C. Schuldt, I. Laptev, B. Caputo, Recognizing human actions: a local SVM approach, in ICPR (2004), pp. 32\u201336","key":"35_CR11"},{"unstructured":"K. Soomro, A.R. Zamir and M. Shah,\u00a0UCF101: a dataset of 101 human action classes from videos in the wild. CRCV-TR-12-01, November, 2012.","key":"35_CR12"},{"key":"35_CR13","doi-asserted-by":"publisher","first-page":"64","DOI":"10.1198\/004017004000000563","volume":"47","author":"M Hubert","year":"2005","unstructured":"M. Hubert, P.J. Rousseeuw, K. Vanden Branden, ROBPCA: a new approach to robust principal components analysis. Technometrics 47, 64\u201379 (2005)","journal-title":"Technometrics"},{"key":"35_CR14","doi-asserted-by":"publisher","first-page":"5013","DOI":"10.1016\/j.csda.2006.08.031","volume":"51","author":"M Hubert","year":"2007","unstructured":"M. Hubert, S. Engelen, Fast cross-validation of high-breakdown resampling algorithms for PCA. Comput. Stat. Data Anal. 51, 5013\u20135024 (2007)","journal-title":"Comput. Stat. Data Anal."},{"key":"35_CR15","doi-asserted-by":"publisher","first-page":"2264","DOI":"10.1016\/j.csda.2008.05.027","volume":"53","author":"M Hubert","year":"2009","unstructured":"M. Hubert, P.J. Rousseeuw, T. Verdonck, Robust PCA for skewed data and its outlier map. Comput. Stat. Data Anal. 53, 2264\u20132274 (2009)","journal-title":"Comput. Stat. Data Anal."},{"key":"35_CR16","doi-asserted-by":"publisher","first-page":"1712","DOI":"10.1016\/j.csda.2007.05.024","volume":"52","author":"S Serneels","year":"2008","unstructured":"S. Serneels, T. Verdonck, Principal component analysis for data containing outliers and missing elements. Comput. Stat. Data Anal. 52, 1712\u20131727 (2008)","journal-title":"Comput. Stat. Data Anal."},{"unstructured":"P. Ahammad, C. Yeo, S.S. Sastry, K. Ramchandran, Compressed domain real-time action recognition, MMSP, in  Proceedings of 8th IEEE Workshop on Multimedia Signal Processing (IEEE Computer Society Press, Los Alamitos, 2006) pp. 33\u201336","key":"35_CR17"},{"unstructured":"K. Simonyan, A. Zisserman, Two-stream convolutional networks for action recognition in videos, in Advances in Neural Information Processing Systems (2014)","key":"35_CR18"},{"doi-asserted-by":"crossref","unstructured":"L. Wang, et al., Temporal segment networks: towards good practices for deep action recognition, in European Conference on Computer Vision (Springer International Publishing, 2016)","key":"35_CR19","DOI":"10.1007\/978-3-319-46484-8_2"}],"container-title":["Advances in Intelligent Systems and Computing","Fourth International Congress on Information and Communication Technology"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-15-0637-6_35","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,4,3]],"date-time":"2020-04-03T05:08:50Z","timestamp":1585890530000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-981-15-0637-6_35"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,12,1]]},"ISBN":["9789811506369","9789811506376"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-981-15-0637-6_35","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2019,12,1]]},"assertion":[{"value":"1 December 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}