{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,22]],"date-time":"2026-04-22T22:31:58Z","timestamp":1776897118275,"version":"3.51.2"},"reference-count":28,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2017,2,14]],"date-time":"2017-02-14T00:00:00Z","timestamp":1487030400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Vis"],"published-print":{"date-parts":[[2017,8]]},"DOI":"10.1007\/s12650-017-0417-7","type":"journal-article","created":{"date-parts":[[2017,2,14]],"date-time":"2017-02-14T11:50:51Z","timestamp":1487073051000},"page":"625-638","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":33,"title":["Hybrid particle image velocimetry with the combination of cross-correlation and optical flow method"],"prefix":"10.1007","volume":"20","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2042-1537","authenticated-orcid":false,"given":"Zifeng","family":"Yang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mark","family":"Johnson","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,2,14]]},"reference":[{"key":"417_CR1","unstructured":"Adrian RJ (1988) Statistical properties of particle image velocimetry measurements in turbulent flows. In: Adrian RJ et al (eds) Laser anemometry in fluid mechanics III. Springer, New York, pp 115\u2013129"},{"key":"417_CR2","doi-asserted-by":"crossref","first-page":"159","DOI":"10.1007\/s00348-005-0991-7","volume":"39","author":"RJ Adrian","year":"2005","unstructured":"Adrian RJ (2005) Twenty years of particle image velocimetry. Exp Fluids 39:159\u2013169","journal-title":"Exp Fluids"},{"key":"417_CR3","volume-title":"Particle image velocimetry","author":"RJ Adrian","year":"2011","unstructured":"Adrian RJ, Westerweed J (2011) Particle image velocimetry. Cambridge University Press, Cambridge"},{"key":"417_CR4","volume-title":"Cross-correlation PIV; theory, implementation and accuracy","author":"RJ Bastiaans","year":"2000","unstructured":"Bastiaans RJ (2000) Cross-correlation PIV; theory, implementation and accuracy. Eindhoven University of Technology, Eindhoven"},{"key":"417_CR5","unstructured":"Bigun J, Granlund GH (1988) Optical flow based on the inertia matrix in the frequency domain. In: Proc. SSAB symposium on picture processing, Lund, Sweden"},{"key":"417_CR6","doi-asserted-by":"crossref","first-page":"1039","DOI":"10.1088\/0957-0233\/15\/6\/002","volume":"15","author":"F Billy","year":"2004","unstructured":"Billy F, David L, Pineau G (2004) Single pixel resolution correlation applied to unsteady flow measurements. Meas Sci Technol 15:1039\u20131045","journal-title":"Meas Sci Technol"},{"issue":"3","key":"417_CR7","doi-asserted-by":"crossref","first-page":"211","DOI":"10.1023\/B:VISI.0000045324.43199.43","volume":"61","author":"A Bruhn","year":"2005","unstructured":"Bruhn A, Weickert J, Schnorr C (2005) Lucas\/Kanade Meets Horn\/Schunck: combining local and global optic flow methods. Int J Comput Vis 61(3):211\u2013231","journal-title":"Int J Comput Vis"},{"issue":"8","key":"417_CR8","first-page":"1","volume":"56","author":"X Chen","year":"2015","unstructured":"Chen X, Zille P, Shao L, Corpetti T (2015) Optical flow for incompressible turbulence motion estimation. Exp Fluids 56(8):1\u201314","journal-title":"Exp Fluids"},{"key":"417_CR9","doi-asserted-by":"crossref","first-page":"365","DOI":"10.1109\/34.990137","volume":"24","author":"T Corpetti","year":"2002","unstructured":"Corpetti T, Memin E, Perez P (2002) Dense estimation of fluid flows. IEEE Trans Pattern Anal Mach Intell 24:365\u2013380","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"417_CR10","doi-asserted-by":"crossref","first-page":"80","DOI":"10.1007\/s00348-005-0048-y","volume":"40","author":"T Corpetti","year":"2006","unstructured":"Corpetti T, Heitz D, Arroyo G, M\u00e8min E, Santa-Cruz A (2006) Fluid experimental flow estimation based on an optical-flow scheme. Exp Fluids 40:80\u201397","journal-title":"Exp Fluids"},{"key":"417_CR11","first-page":"1","volume":"10","author":"DP Hart","year":"1999","unstructured":"Hart DP (1999) Super-resolution PIV by recursive local-correlation. J Visual Jpn 10:1\u201310","journal-title":"J Visual Jpn"},{"issue":"12","key":"417_CR12","doi-asserted-by":"crossref","first-page":"4087","DOI":"10.1109\/TGRS.2007.906156","volume":"45","author":"P H\u00e8as","year":"2007","unstructured":"H\u00e8as P, M\u00e8min E, Papadakis N, Szantai A (2007) Layered estimation of atmospheric mesoscale dynamics from satellite imagery. IEEE T Geosci Remote 45(12):4087\u20134104","journal-title":"IEEE T Geosci Remote"},{"key":"417_CR13","doi-asserted-by":"crossref","first-page":"369","DOI":"10.1007\/s00348-009-0778-3","volume":"48","author":"D Heitz","year":"2010","unstructured":"Heitz D, M\u00e8min E, Schn\u00f6rr C (2010) Variational fluid flow measurements form image sequences: synopsis and perspectives. Exp Fluids 48:369\u2013393","journal-title":"Exp Fluids"},{"key":"417_CR14","doi-asserted-by":"crossref","first-page":"185","DOI":"10.1016\/0004-3702(81)90024-2","volume":"17","author":"BKP Horn","year":"1981","unstructured":"Horn BKP, Schunck BG (1981) Determining optical flow. Artif Intell 17:185\u2013203","journal-title":"Artif Intell"},{"issue":"1","key":"417_CR15","doi-asserted-by":"crossref","first-page":"87","DOI":"10.1007\/BF03182477","volume":"1","author":"H Hu","year":"1998","unstructured":"Hu H, Saga T, Kobayashi T, Okamoto K, Taniguchi N (1998) Evaluation of the Cross correlation method by using PIV standard images. J Visual Jpn 1(1):87\u201394","journal-title":"J Visual Jpn"},{"key":"417_CR16","doi-asserted-by":"crossref","first-page":"253","DOI":"10.1017\/S0022112008003273","volume":"614","author":"T Liu","year":"2008","unstructured":"Liu T, Shen L (2008) Fluid flow and optical flow. J Fluid Mech 614:253\u2013291","journal-title":"J Fluid Mech"},{"issue":"8","key":"417_CR17","doi-asserted-by":"crossref","first-page":"166","DOI":"10.1007\/s00348-015-2036-1","volume":"56","author":"T Liu","year":"2015","unstructured":"Liu T, Merat A, Makhmalbaf M, Fajardo C, Merati P (2015) Comparison between optical flow and cross-correlation methods for extraction of velocity fields from particle images. Exp Fluids 56(8):166","journal-title":"Exp Fluids"},{"key":"417_CR18","unstructured":"Lucas B, Kanade T (1981) An iterative image registration technique with an application to stereo vision. In: Proc. seventh international joint conference on artificial intelligence, Vancouver, Canada, pp 674\u2013679"},{"key":"417_CR19","doi-asserted-by":"crossref","first-page":"685","DOI":"10.1088\/0957-0233\/11\/6\/311","volume":"11","author":"K Okamoto","year":"2000","unstructured":"Okamoto K, Nishio S, Saga T, Kobayashi T (2000) Standard images for particle-image velocimetry. Meas Sci Technol 11:685\u2013691","journal-title":"Meas Sci Technol"},{"key":"417_CR20","doi-asserted-by":"crossref","first-page":"177","DOI":"10.1007\/s003480050222","volume":"25","author":"GM Qu\u00e8not","year":"1998","unstructured":"Qu\u00e8not GM, Pakleza J, Kowalewski TA (1998) Particle image velocimetry with optical flow. Exp Fluids 25:177\u2013189","journal-title":"Exp Fluids"},{"key":"417_CR21","doi-asserted-by":"crossref","unstructured":"Raffel M, Willert CE, Wereley ST, Kompenhans J (2007) Particle image velocimetry: a practical guide, chapters 3\u20135, Springer, New York","DOI":"10.1007\/978-3-540-72308-0"},{"key":"417_CR22","doi-asserted-by":"crossref","first-page":"21","DOI":"10.1007\/s00348-004-0880-5","volume":"38","author":"P Ruhnau","year":"2005","unstructured":"Ruhnau P, Kohlberger T, Schnorr C, Nobach H (2005) Variational optical flow estimation for particle image velocimetry. Exp Fluids 38:21\u201332","journal-title":"Exp Fluids"},{"issue":"6","key":"417_CR23","doi-asserted-by":"crossref","first-page":"513","DOI":"10.1007\/s003480050318","volume":"26","author":"F Scarano","year":"1999","unstructured":"Scarano F, Riethmuller ML (1999) Iterative multigrid approach in PIV image processing with discrete window offset. Exp Fluids 26(6):513\u2013523","journal-title":"Exp Fluids"},{"issue":"1","key":"417_CR24","doi-asserted-by":"crossref","first-page":"51","DOI":"10.1007\/s003480070007","volume":"29","author":"F Scarano","year":"2000","unstructured":"Scarano F, Riethmuller ML (2000) Advances in iterative multigrid PIV image processing. Exp Fluids 29(1):51\u201360","journal-title":"Exp Fluids"},{"key":"417_CR25","doi-asserted-by":"crossref","first-page":"R63","DOI":"10.1088\/0957-0233\/14\/10\/201","volume":"14","author":"M Stanislas","year":"2003","unstructured":"Stanislas M, Okamoto K, K\u00e4hler C (2003) Main results of the first international PIV challenge. Meas Sci Technol 14:R63\u2013R89","journal-title":"Meas Sci Technol"},{"key":"417_CR26","doi-asserted-by":"crossref","first-page":"170","DOI":"10.1007\/s00348-005-0951-2","volume":"39","author":"M Stanislas","year":"2005","unstructured":"Stanislas M, Okamoto K, K\u00e4hler C, Westerweel J (2005) Main results of the second international PIV challenge. Exp Fluids 39:170\u2013191","journal-title":"Exp Fluids"},{"key":"417_CR27","doi-asserted-by":"crossref","first-page":"27","DOI":"10.1007\/s00348-008-0462-z","volume":"45","author":"M Stanislas","year":"2008","unstructured":"Stanislas M, Okamoto K, K\u00e4hler C, Westerweel J, Scarano F (2008) Main results of the third international PIV challenge. Exp Fluids 45:27\u201371","journal-title":"Exp Fluids"},{"key":"417_CR28","doi-asserted-by":"crossref","first-page":"62","DOI":"10.1016\/j.cam.2014.08.020","volume":"276","author":"B Wang","year":"2014","unstructured":"Wang B, Cai Z, Shen L, Liu T (2014) An analysis of physics-based optical flow. J Comput Appl Math 276:62\u201380","journal-title":"J Comput Appl Math"}],"container-title":["Journal of Visualization"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s12650-017-0417-7\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s12650-017-0417-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s12650-017-0417-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,18]],"date-time":"2019-09-18T13:38:42Z","timestamp":1568813922000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s12650-017-0417-7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,2,14]]},"references-count":28,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2017,8]]}},"alternative-id":["417"],"URL":"https:\/\/doi.org\/10.1007\/s12650-017-0417-7","relation":{},"ISSN":["1343-8875","1875-8975"],"issn-type":[{"value":"1343-8875","type":"print"},{"value":"1875-8975","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,2,14]]}}}