{"version":1,"kind":"Article","sha256":"","slug":"558","location":"","dependencies":[],"doi":"10.54294/0q3h1h","frontmatter":{"title":"Cardiac motion estimation using multi-scale feature points","abstract":"Heart illnesses influence the functioning of the cardiac muscle and are the major causes of death in\r\nthe world. Optic flow methods are essential tools to assess and quantify the contraction of the cardiac\r\nwalls, but are hampered by the aperture problem. Harmonic phase (HARP) techniques measure the\r\nphase in magnetic resonance (MR) tagged images. Due to the regular geometry, patterns generated by\r\na combination of HARPs and sine HARPs represent a suitable framework to extract landmark features.\r\nIn this paper we introduce a new aperture-problem free method to study the cardiac motion by tracking\r\nmulti-scale features such as maxima, minima, saddles and corners, on HARP and sine HARP tagged\r\nimages.","license":"You are licensing your work to Kitware Inc. under the\nCreative Commons Attribution License Version 3.0.\n\nKitware Inc. agrees to the following:\n\nKitware is free\n * to copy, distribute, display, and perform the work\n * to make derivative works\n * to make commercial use of the work\n\nUnder the following conditions:\n\\\"by Attribution\\\" - Kitware must attribute the work in the manner specified by the author or licensor.\n\n * For any reuse or distribution, they must make clear to others the license terms of this work.\n * Any of these conditions can be waived if they get permission from the copyright holder.\n\nYour fair use and other rights are in no way affected by the above.\n\nThis is a human-readable summary of the Legal Code (the full license) available at\nhttp://creativecommons.org/licenses/by/3.0/legalcode","keywords":["Optic Flow, Cardiac Motion Analysis, Scale-Space"],"authors":[{"name":"Becciu, Alessandro","email":"a.becciu@tue.nl","affiliations":["Eindhoven University of Technology"],"corresponding":true},{"name":"van Assen, Hans C.","affiliations":[]},{"name":"Florack, Luc","email":"l.m.j.florack@tue.nl","affiliations":[]},{"name":"Janssen, Bart J.","affiliations":[]},{"name":"ter Haar Romeny, Bart M.","email":"b.m.terhaarromeny@tue.nl","affiliations":[]}],"date_submitted":"2008-05-01T00:00:00Z","external_publication_id":558,"revision_cids":["bafkreidtl55tur5kt5oy2jakqdpv3mcyb3s2vrtmb7c2oxavnbp23gqwqu"]},"mdast":{"type":"root"},"downloads":[{"url":"https://ipfs.desci.com/ipfs/bafkreiccvhhkkqjcp77va7jrux7yu6ygaqzzwefeafrq4ftqnemavgyu44","title":"root/reviews.md","filename":"reviews.md","extra":{"size_bytes":3678,"type":"file"}},{"url":"https://ipfs.desci.com/ipfs/bafkreifsdfb3rhetjjt7peskmqzs35bgcbx6n2uawfizfzaxbzbh4hmwna","title":"root/insight-journal-metadata.json","filename":"insight-journal-metadata.json","extra":{"size_bytes":16543,"type":"file"}},{"url":"https://dweb.link/ipfs/bafkreid6mfhwffm3jt3n6w275nsktfgea6c6kr7ab3ggay3r76jicy42fy","title":"root/article.pdf","filename":"article.pdf","extra":{"size_bytes":1026333,"type":"file"}}],"references":{"cite":{"order":["ref1","ref2","ref3","ref4","ref5","ref6","ref7","ref8","ref9","ref10","ref11","ref12","ref13","ref14","ref15","ref16","ref17","ref18","ref19","ref20","ref21","ref22","ref23","ref24","ref25","ref26","ref27"]},"data":{"ref1":{"label":"ref1","enumerator":"1","url":"https://doi.org/10.1007/978-3-540-39899-8_60","html":"Purely evidence based multiscale cardiac tracking using optic flow+In MICCAI 2007 workshop on Computational Biomechanics for Medicine II+84+93+2007+H.C. Van Assen+L.M.J. Florack+A. Suinesiaputra+J.J.M. Westenberg+B.M. ter Haar Romeny"},"ref2":{"label":"ref2","enumerator":"2","url":"https://doi.org/10.1148/radiology.171.3.2717762","html":"Mr imaging of motion with spatial modulation of magnetization+Radiology+171+3+841+845+1989+L. Axel+L. Dougherty"},"ref3":{"label":"ref3","enumerator":"3","url":"https://doi.org/10.1007/bf01420984","html":"Performance of optical flow techniques+International Journal of Computer Vision (IJCV1994)+2+1+5+77+1994+J.L. Barron+D.J. Fleet+S. Beauchemin"},"ref4":{"label":"ref4","enumerator":"4","html":"The Netherlands. 2.3+1991+Dissertation for the Dutch PhD degree+J. Blom"},"ref5":{"label":"ref5","enumerator":"5","url":"https://doi.org/10.1007/978-3-540-24673-2_3","html":"High accuracy optical flow estimation based on a theory for warping+In Proceedings of the 8th European Conference on Computer Vision+3024+25+36+2004+B. Brox+A. Bruhn+N. Papenberg+J. Weickert"},"ref6":{"label":"ref6","enumerator":"6","url":"https://doi.org/10.1007/s11263-006-6616-7","html":"A mutigrid platform for real-time motion computation with discontinuity-preserving variational methods+International Journal of Computer Vision+70+3+257+277+2006+A. Bruhn+J. Weickert+T. Kohlberger+C. Schnoerr"},"ref7":{"label":"ref7","enumerator":"7","url":"https://doi.org/10.1109/42.768845","html":"Validation of an optical flow method for tag displacement estimation+IEEE Transactions on Medical Imaging+18+4+359+363+1999+L. Dougherty+J.C. Asmuth+A.S. Blom+L. Axel+R. Kumar"},"ref8":{"label":"ref8","enumerator":"8","url":"https://doi.org/10.1002/mrm.1910300207","html":"Improved myocardial tagging contrast+Magnetic Resonance in Medicine+30+2+191+200+1993+S. E. Fischer+G.C. McKinnon+S.E. Maier+P. Boesiger"},"ref9":{"label":"ref9","enumerator":"9","html":"The Netherlands, first edition+1+1997+2+1+L. Florack"},"ref10":{"label":"ref10","enumerator":"10","url":"https://doi.org/10.1023/a:1007922215235","html":"The intrinsic structure of optic flow incorporating measurement duality+International Journal of Computer Vision+27+3+263+286+1998+L. Florack+W. Niessen+M. Nielsen"},"ref11":{"label":"ref11","enumerator":"11","url":"https://doi.org/10.1109/iccv.2007.4409147","html":"Dense multiscale motion extraction from cardiac cine mr tagging using harp technology+In Proc. Mathematical Methods in Biomedical Image Analysis. Workshop of the ICCV+2007+L.M.J. Florack and H.C. Van Assen"},"ref12":{"label":"ref12","enumerator":"12","url":"https://doi.org/10.1016/0262-8856(92)90024-w","html":"Scale and the differential structure of images+Image and Vision Computing+2+6+3+388+1992+B.M. ter Haar L.M.J. Florack+M.A. Romeny+Viergever"},"ref13":{"label":"ref13","enumerator":"13","url":"https://doi.org/10.1016/0004-3702(81)90024-2","html":"Determining optical flow+Artificial Intelligence+17+185+203+1981+B.K.P Horn+B.G. Shunck"},"ref14":{"label":"ref14","enumerator":"14","html":"The structure of images+Biol. Cybern+2+1+370+1984+J.J. Koenderink."},"ref15":{"label":"ref15","enumerator":"15","html":"Scale-Space Theory in Computer Vision+The Netherlands, first edition+1994+2+1+T. Lindeberg"},"ref16":{"label":"ref16","enumerator":"16","html":"An iterative image registration technique with application to stereo vision+In Proc. DARPA+21+85+117+1981+B. Lucas+T. Kanade+Process Image"},"ref17":{"label":"ref17","enumerator":"17","url":"https://doi.org/10.1006/cviu.1996.0582","html":"A multiscale approach to image sequence analysis+Computer Vision+65+2+259+268+1997+W.J. Niessen+J.S. Duncan+B.M. ter Haar L.M.J. Florack M. Nielsen+M.A. Romeny+Viergever"},"ref18":{"label":"ref18","enumerator":"18","url":"https://doi.org/10.1117/12.208696","html":"Spatiotemporal analysis of left ventricular motion+In Medical Imaging+95+192+203+1995+W.J. Niessen+J.S. Duncan+B.M. ter Haar Romeny+M.A. Viergever"},"ref19":{"label":"ref19","enumerator":"19","url":"https://doi.org/10.1002/(sici)1522-2594(199912)42:6<1048::aid-mrm9>3.0.co;2-m","html":"Cardiac motion tracking using cine harmonic phase (harp) magnetic resonance imaging+Magnetic Resonance in Medicine+42+6+1048+1060+1999+N.F. Osman+W.S. McVeigh+and J.L. Prince"},"ref20":{"label":"ref20","enumerator":"20","html":"Dissertation for the Dutch PhD degree+February 2007+The Netherlands. 2.2+B. Platel"},"ref21":{"label":"ref21","enumerator":"21","url":"https://doi.org/10.1161/circulationaha.107.187998","html":"M Wilson,+Heart Disease and Stroke Statistics 2008 Update. A Report From the American Heart Association Statistics Committee and Stroke Statistics Subcommittee. Circulation+117+e2+e122+2008+W Rosamond+K Flegal+K Furie+A Go+K Greenlund+N Haase+S M Hailpern+M Ho+V Howard+B Kissela+S Kittner+D Lloyd-Jones+M McDermott+J Meigs+C Moy+G Nichol+C O 'Donnell+V Roger+P Sorlie+T Thom+Y Hong"},"ref22":{"label":"ref22","enumerator":"22","url":"https://doi.org/10.1002/mrm.10509","html":"Realtime imaging of twodimensional cardiac strain using a harmonic phase magnetic resonance imaging (harpmri) pulse sequence+Magnetic Resonance in Medicine+50+1+154+163+2003+S. Sampath+J.A. Derbyshire+E. Atalar+N.F. Osman+J.L. Prince"},"ref23":{"label":"ref23","enumerator":"23","url":"https://doi.org/10.1007/3-540-48236-9_10","html":"Detection of critical structures in scale space+archive Proceedings of the Second International Conference on Scale-Space Theories in Computer Vision+2+2+116+1999+J. Staal+S. Kalitzin+B. M. ter Haar Romeny+M. Viergever"},"ref24":{"label":"ref24","enumerator":"24","url":"https://doi.org/10.1007/978-3-540-39899-8_60","html":"Optic flow computation from cardiac mr tagging using a multiscale differential method a comparative study with velocity encoded mri+In Proceedings of the Sixth International Conference on Medical Image Computing and Computer-Assisted Intervention MICCAI+November 2003+1+490+A. Suinesiaputra+L.M.J. Florack+J.J.M. Westenberg+B.M. ter Haar Romeny+J.H.C. Reiber+B.P.F. Lelieveldt"},"ref25":{"label":"ref25","enumerator":"25","url":"https://doi.org/10.1007/978-1-4020-8840-7","html":"Front-End Vision and Multi-Scale Image Analysis: Multiscale Computer Vision Theory+The Netherlands, first edition+2003+2+2+3+B. M. ter Haar Romeny"},"ref26":{"label":"ref26","enumerator":"26","url":"https://doi.org/10.1016/j.media.2006.04.001","html":"Towards modelbased analysis of cardiac mr tagging data: relation between left ventricular shear strain and myofiber orientation+Medical Image Analysis+10+632+641+2006+S.W.J. Ubbink+P.H.M. Bovendeerd+T. Delhaas+T. Arts+F.N. van de Vosse."},"ref27":{"label":"ref27","enumerator":"27","url":"https://doi.org/10.1148/radiology.169.1.3420283","html":"Human heart: tagging with mr imaginga method for noninvasive assessment of myocardial motion+Radiology+169+1+59+63+1988+E.A. Zerhouni+D.M. Parish+W.J. Rogers+A. Yang+E.P. Sapiro"}}}}