{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,13]],"date-time":"2026-10-13T17:19:41Z","timestamp":1791911981223,"version":"4.3.4"},"reference-count":41,"publisher":"Springer Science and Business Media LLC","issue":"9","license":[{"start":{"date-parts":[[2019,7,13]],"date-time":"2019-07-13T00:00:00Z","timestamp":1562976000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"},{"start":{"date-parts":[[2019,7,13]],"date-time":"2019-07-13T00:00:00Z","timestamp":1562976000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"}],"funder":[{"DOI":"10.13039\/501100001827","name":"University of Amsterdam","doi-asserted-by":"crossref","id":[{"id":"10.13039\/501100001827","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Int J Comput Vis"],"published-print":{"date-parts":[[2019,9]]},"DOI":"10.1007\/s11263-019-01194-0","type":"journal-article","created":{"date-parts":[[2019,7,13]],"date-time":"2019-07-13T13:02:44Z","timestamp":1563022964000},"page":"1361-1383","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":21,"title":["Repetition Estimation"],"prefix":"10.1007","volume":"127","author":[{"given":"Tom F. H.","family":"Runia","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Cees G. M.","family":"Snoek","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Arnold W. M.","family":"Smeulders","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2019,7,13]]},"reference":[{"key":"1194_CR1","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4612-1029-0","volume-title":"Manifolds, tensor analysis, and applications","author":"R Abraham","year":"1988","unstructured":"Abraham, R., Marsden, J. E., & Ratiu, T. (1988). Manifolds, tensor analysis, and applications (Vol. 75). Berlin: Springer."},{"key":"1194_CR2","unstructured":"Adelson, E. H. (2001). On seeing stuff: The perception of materials by humans and machines. In Human vision and electronic imaging (Vol. 4299). International Society for Optics and Photonics."},{"issue":"1","key":"1194_CR3","doi-asserted-by":"publisher","first-page":"6","DOI":"10.1016\/j.patcog.2007.03.013","volume":"41","author":"AB Albu","year":"2008","unstructured":"Albu, A. B., Bergevin, R., & Quirion, S. (2008). Generic temporal segmentation of cyclic human motion. Pattern Recognition, 41(1), 6\u201321.","journal-title":"Pattern Recognition"},{"key":"1194_CR4","doi-asserted-by":"crossref","unstructured":"Azy, O., & Ahuja, N. (2008). Segmentation of periodically moving objects. In Proceedings of the IEEE international conference on pattern recognition (pp. 1\u20134).","DOI":"10.1109\/ICPR.2008.4760949"},{"key":"1194_CR5","volume-title":"Spatial coherence for visual motion analysis","author":"S Belongie","year":"2006","unstructured":"Belongie, S., & Wills, J. (2006). Structure from periodic motion. In W. James MacLean (Ed.), Spatial coherence for visual motion analysis. Berlin Heidelberg: Springer."},{"issue":"7","key":"1194_CR6","doi-asserted-by":"publisher","first-page":"1244","DOI":"10.1109\/TPAMI.2007.1042","volume":"29","author":"A Briassouli","year":"2007","unstructured":"Briassouli, A., & Ahuja, N. (2007). Extraction and analysis of multiple periodic motions in video sequences. IEEE Transactions on Pattern Analysis and Machine Intelligence, 29(7), 1244\u20131261.","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"issue":"6","key":"1194_CR7","doi-asserted-by":"publisher","first-page":"1572","DOI":"10.1109\/TIP.2005.864234","volume":"15","author":"GJ Burghouts","year":"2006","unstructured":"Burghouts, G. J., & Geusebroek, J. M. (2006). Quasi-periodic spatiotemporal filtering. IEEE Transactions on Image Processing, 15(6), 1572\u20131582.","journal-title":"IEEE Transactions on Image Processing"},{"key":"1194_CR8","unstructured":"Chen, M. Y., & Hauptmann, A. (2009). MoSIFT: Recognizing human actions in surveillance videos. Technical Report, CMU-CS-09-161, Carnegie Mellon University."},{"key":"1194_CR9","doi-asserted-by":"crossref","unstructured":"Chetverikov, D., & Fazekas, S. (2006). On motion periodicity of dynamic textures. In Proceedings of the British machine vision conference (pp. 167\u2013176).","DOI":"10.5244\/C.20.18"},{"issue":"8","key":"1194_CR10","doi-asserted-by":"publisher","first-page":"781","DOI":"10.1109\/34.868681","volume":"22","author":"R Cutler","year":"2000","unstructured":"Cutler, R., & Davis, L. S. (2000). Robust real-time periodic motion detection, analysis, and applications. IEEE Transactions on Pattern Analysis and Machine Intelligence, 22(8), 781\u2013796.","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"1194_CR11","first-page":"628","volume":"1","author":"J Davis","year":"2000","unstructured":"Davis, J., Bobick, A., & Richards, W. (2000). Categorical representation and recognition of oscillatory motion patterns. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 1, 628\u2013635.","journal-title":"Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition"},{"issue":"7","key":"1194_CR12","doi-asserted-by":"publisher","first-page":"1033","DOI":"10.1016\/j.patcog.2004.11.024","volume":"38","author":"R Goldenberg","year":"2005","unstructured":"Goldenberg, R., Kimmel, R., Rivlin, E., & Rudzsky, M. (2005). Behavior classification by eigendecomposition of periodic motions. Pattern Recognition, 38(7), 1033\u20131043.","journal-title":"Pattern Recognition"},{"issue":"4","key":"1194_CR13","doi-asserted-by":"publisher","first-page":"723","DOI":"10.1137\/0515056","volume":"15","author":"A Grossmann","year":"1984","unstructured":"Grossmann, A., & Morlet, J. (1984). Decomposition of Hardy functions into square integrable wavelets of constant shape. SIAM Journal on Mathematical Analysis, 15(4), 723\u2013736.","journal-title":"SIAM Journal on Mathematical Analysis"},{"key":"1194_CR14","doi-asserted-by":"crossref","unstructured":"Henriques, J. F., Caseiro, R., Martins, P., & Batista, J. (2012). Exploiting the circulant structure of tracking-by-detection with kernels. In Proceedings of the European conference on computer vision","DOI":"10.1007\/978-3-642-33765-9_50"},{"key":"1194_CR15","doi-asserted-by":"crossref","unstructured":"Huang, S., Ying, X., Rong, J., Shang, Z., & Zha, H. (2016). Camera calibration from periodic motion of a pedestrian. In Proceedings of the IEEE conference on computer vision and pattern recognition.","DOI":"10.1109\/CVPR.2016.330"},{"key":"1194_CR16","unstructured":"Ilg, E., Mayer, N., Saikia, T., Keuper, M., Dosovitskiy, A., & Brox, T. (2017). FlowNet 2.0: Evolution of optical flow estimation with deep networks. In Proceedings of the IEEE conference on computer vision and pattern recognition."},{"key":"1194_CR17","doi-asserted-by":"crossref","unstructured":"Jain, M., Jegou, H., & Bouthemy, P. (2013). Better exploiting motion for better action recognition. In Proceedings of the IEEE conference on computer vision and pattern recognition (pp. 2555\u20132562).","DOI":"10.1109\/CVPR.2013.330"},{"key":"1194_CR18","doi-asserted-by":"publisher","first-page":"201","DOI":"10.3758\/BF03212378","volume":"14","author":"G Johansson","year":"1973","unstructured":"Johansson, G. (1973). Visual perception of biological motion and a model for its analysis. Perception & Psychophysics, 14, 201\u2013211.","journal-title":"Perception & Psychophysics"},{"key":"1194_CR19","doi-asserted-by":"crossref","unstructured":"Klaser, A., Marsza\u0142ek, M., & Schmid, C. (2008). A spatio-temporal descriptor based on 3d-gradients. In Proceedings of the British machine vision conference (pp. 275\u20131).","DOI":"10.5244\/C.22.99"},{"key":"1194_CR20","first-page":"773","volume":"9","author":"J Koenderink","year":"1975","unstructured":"Koenderink, J., & van Doorn, A. (1975). Invariant properties of the motion parallax field due to the movement of rigid bodies relative to an observer. Optica Acta: International Journal of Optics, 9, 773\u2013791.","journal-title":"Optica Acta: International Journal of Optics"},{"issue":"3","key":"1194_CR21","doi-asserted-by":"publisher","first-page":"159","DOI":"10.1007\/BF00364135","volume":"58","author":"JJ Koenderink","year":"1988","unstructured":"Koenderink, J. J. (1988). Scale-time. Biological Cybernetics, 58(3), 159\u2013162.","journal-title":"Biological Cybernetics"},{"key":"1194_CR22","first-page":"816","volume":"1","author":"I Laptev","year":"2005","unstructured":"Laptev, I., Belongie, S. J., Perez, P., & Wills, J. (2005). Periodic motion detection and segmentation via approximate sequence alignment. Proceedings of the IEEE International Conference on Computer Vision, 1, 816\u2013823.","journal-title":"Proceedings of the IEEE International Conference on Computer Vision"},{"key":"1194_CR23","doi-asserted-by":"crossref","unstructured":"Levy, O., & Wolf, L. (2015). Live repetition counting. In Proceedings of the IEEE international conference on computer vision.","DOI":"10.1109\/ICCV.2015.346"},{"key":"1194_CR24","doi-asserted-by":"crossref","unstructured":"Li, X., Li, H., Joo, H., Liu, Y., & Sheikh, Y. (2018). Structure from recurrent motion: From rigidity to recurrency. In Proceedings of the IEEE conference on computer vision and pattern recognition (pp. 3032\u20133040)","DOI":"10.1109\/CVPR.2018.00320"},{"issue":"1","key":"1194_CR25","first-page":"438","volume":"11","author":"T Lindeberg","year":"2017","unstructured":"Lindeberg, T. (2017). Dense scale selection over space, time and space-time. Journal on Imaging Sciences, 11(1), 438\u2013451.","journal-title":"Journal on Imaging Sciences"},{"key":"1194_CR26","doi-asserted-by":"crossref","unstructured":"Liu, F., & Picard, R. W. (1998). Finding periodicity in space and time. In Proceedings of the IEEE international conference on computer vision (pp. 376\u2013383).","DOI":"10.1109\/ICCV.1998.710746"},{"issue":"2","key":"1194_CR27","doi-asserted-by":"publisher","first-page":"258","DOI":"10.1109\/TPAMI.2004.1262196","volume":"26","author":"C Lu","year":"2004","unstructured":"Lu, C., & Ferrier, N. J. (2004). Repetitive motion analysis: Segmentation and event classification. IEEE Transactions on Pattern Analysis and Machine Intelligence, 26(2), 258\u2013263.","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"1194_CR28","doi-asserted-by":"crossref","unstructured":"Mayer, N., Ilg, E., Hausser, P., Fischer, P., Cremers, D., Dosovitskiy, A., & Brox, T. (2016). A large dataset to train convolutional networks for disparity, optical flow, and scene flow estimation. In Proceedings of the IEEE conference on computer vision and pattern recognition (pp. 4040\u20134048).","DOI":"10.1109\/CVPR.2016.438"},{"key":"1194_CR29","doi-asserted-by":"crossref","unstructured":"Papazoglou, A., & Ferrari, V. (2013). Fast object segmentation in unconstrained video. In Proceedings of the IEEE international conference on computer vision (pp. 1777\u20131784).","DOI":"10.1109\/ICCV.2013.223"},{"key":"1194_CR30","doi-asserted-by":"crossref","unstructured":"Pogalin, E., Smeulders, A. W. M., & Thean, A. H. C. (2008). Visual quasi-periodicity. In Proceedings of the IEEE conference on computer vision and pattern recognition.","DOI":"10.1109\/CVPR.2008.4587509"},{"issue":"3","key":"1194_CR31","doi-asserted-by":"publisher","first-page":"261","DOI":"10.1023\/A:1007975200487","volume":"23","author":"R Polana","year":"1997","unstructured":"Polana, R., & Nelson, R. C. (1997). Detection and recognition of periodic, nonrigid motion. International Journal of Computer Vision, 23(3), 261\u2013282.","journal-title":"International Journal of Computer Vision"},{"key":"1194_CR32","doi-asserted-by":"crossref","unstructured":"Ran, Y., Weiss, I., Zheng, Q., & Davis, L. S. (2007). Pedestrian detection via periodic motion analysis. International Journal of Computer Vision, 71(2), 143\u2013160.","DOI":"10.1007\/s11263-006-8575-4"},{"key":"1194_CR33","doi-asserted-by":"crossref","unstructured":"Revaud, J., Weinzaepfel, P., Harchaoui, Z., & Schmid, C. (2015). EpicFlow: Edge-preserving interpolation of correspondences for optical flow. In Proceedings of the IEEE conference on computer vision and pattern recognition.","DOI":"10.1109\/CVPR.2015.7298720"},{"key":"1194_CR34","doi-asserted-by":"crossref","unstructured":"Runia, T. F. H., Snoek, C. G. M., & Smeulders, A. W. M. (2018). Real-world repetition estimation by div, grad and curl. In Proceedings of the IEEE conference on computer vision and pattern recognition.","DOI":"10.1109\/CVPR.2018.00939"},{"key":"1194_CR35","doi-asserted-by":"crossref","unstructured":"Sarel, B., & Irani, M. (2005). Separating transparent layers of repetitive dynamic behaviors. In Proceedings of the IEEE international conference on computer vision.","DOI":"10.1109\/ICCV.2005.216"},{"key":"1194_CR36","doi-asserted-by":"crossref","unstructured":"Thangali, A., & Sclaroff, S. (2005). Periodic motion detection and estimation via space-time sampling. In Proceedings of the IEEE workshops on application of computer vision.","DOI":"10.1109\/ACVMOT.2005.91"},{"key":"1194_CR37","doi-asserted-by":"crossref","unstructured":"Tokmakov, P., Alahari, K., & Schmid, C. (2017). Learning motion patterns in videos. In Proceedings of the IEEE conference on computer vision and pattern recognition.","DOI":"10.1109\/CVPR.2017.64"},{"issue":"1","key":"1194_CR38","doi-asserted-by":"publisher","first-page":"61","DOI":"10.1175\/1520-0477(1998)079<0061:APGTWA>2.0.CO;2","volume":"79","author":"C Torrence","year":"1998","unstructured":"Torrence, C., & Compo, G. P. (1998). A practical guide to wavelet analysis. Bulletin of the American Meteorological Society, 79(1), 61\u201378.","journal-title":"Bulletin of the American Meteorological Society"},{"issue":"2","key":"1194_CR39","doi-asserted-by":"publisher","first-page":"1049","DOI":"10.1137\/17M1150736","volume":"11","author":"CJ Tralie","year":"2018","unstructured":"Tralie, C. J., & Perea, J. A. (2018). (quasi) periodicity quantification in video data, using topology. SIAM Journal on Imaging Sciences, 11(2), 1049\u20131077.","journal-title":"SIAM Journal on Imaging Sciences"},{"issue":"12","key":"1194_CR40","doi-asserted-by":"publisher","first-page":"1591","DOI":"10.1016\/0031-3203(94)90079-5","volume":"27","author":"PS Tsai","year":"1994","unstructured":"Tsai, P. S., Shah, M., Keiter, K., & Kasparis, T. (1994). Cyclic motion detection for motion based recognition. Pattern Recognition, 27(12), 1591\u20131603.","journal-title":"Pattern Recognition"},{"key":"1194_CR41","unstructured":"Zach, C., Pock, T., & Bischof, H. (2007). A duality based approach for realtime TV-L 1 optical flow. Pattern recognition, LNCS (Vol. 4713, pp. 214\u2013223). Berlin: Springer."}],"container-title":["International Journal of Computer Vision"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11263-019-01194-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11263-019-01194-0\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11263-019-01194-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,7,11]],"date-time":"2020-07-11T23:14:57Z","timestamp":1594509297000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11263-019-01194-0"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,7,13]]},"references-count":41,"journal-issue":{"issue":"9","published-print":{"date-parts":[[2019,9]]}},"alternative-id":["1194"],"URL":"https:\/\/doi.org\/10.1007\/s11263-019-01194-0","relation":{},"ISSN":["0920-5691","1573-1405"],"issn-type":[{"value":"0920-5691","type":"print"},{"value":"1573-1405","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,7,13]]},"assertion":[{"value":"19 June 2018","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"2 July 2019","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"13 July 2019","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}