{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,20]],"date-time":"2026-10-20T18:41:23Z","timestamp":1792521683078,"version":"4.5.0"},"reference-count":28,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2018,10,16]],"date-time":"2018-10-16T00:00:00Z","timestamp":1539648000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Image Video Proc."],"published-print":{"date-parts":[[2018,12]]},"DOI":"10.1186\/s13640-018-0354-y","type":"journal-article","created":{"date-parts":[[2018,10,16]],"date-time":"2018-10-16T08:58:48Z","timestamp":1539680328000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":13,"title":["Research on optimization of image fast feature point matching algorithm"],"prefix":"10.1186","volume":"2018","author":[{"given":"Manyi","family":"Wu","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2018,10,16]]},"reference":[{"key":"354_CR1","unstructured":"F. Schaffalitzky, A. Zisserman, Multi-view Matching for Unordered Image Sets. In Proc. ECCV. (2002), pp. 414\u2013431."},{"issue":"59","key":"354_CR2","doi-asserted-by":"publisher","first-page":"61","DOI":"10.1023\/B:VISI.0000020671.28016.e8","volume":"1","author":"T Tuytelaars","year":"2004","unstructured":"T. Tuytelaars, L. Van Gool, Matching widely separated views based on affine invariant regions. Int J Comput Vis 1(59), 61\u201385 (2004).","journal-title":"Int J Comput Vis"},{"key":"354_CR3","unstructured":"K. Mikolajczyk, C. Schmid, Indexing Based on Scale Invariant Interest Points. Vol. 1. IEEE International Conference on Computer Vision, (2002), pp. 525\u2013531."},{"issue":"5","key":"354_CR4","doi-asserted-by":"publisher","first-page":"530","DOI":"10.1109\/34.589215","volume":"19","author":"C Schmid","year":"1997","unstructured":"C. Schmid, R. Mohr, Local Grayvalue invariants for image retrieval. IEEE Trans. Pattern Anal Machine Int 19(5), 530\u2013534 (May 1997).","journal-title":"IEEE Trans. Pattern Anal Machine Int"},{"key":"354_CR5","first-page":"40","volume-title":"Lecture Notes in Computer Science","author":"Vittorio Ferrari","year":"2004","unstructured":"V. Ferrari, T. Tuytelaars, L. Van Gool, Simultaneous Object Recognition and Segmentation by Image Exploration, In Proc. Eighth European Conf. Computer Vision. (2004), pp. 40\u201354."},{"issue":"60","key":"354_CR6","doi-asserted-by":"publisher","first-page":"91","DOI":"10.1023\/B:VISI.0000029664.99615.94","volume":"2","author":"D Lowe","year":"2004","unstructured":"D. Lowe, Distinctive image features from scale-invariant Keypoints. Int\u2019l J. Comp Vis 2(60), 91\u2013110 (2004).","journal-title":"Int\u2019l J. Comp Vis"},{"key":"354_CR7","unstructured":"S. Lazebnik, C. Schmid, J. Ponce, Sparse Texture Representation Using Affine-Invariant Neighborhoods . In Proc. Computer Vision and Pattern Recognition. (2003), pp. 319\u2013324."},{"key":"354_CR8","unstructured":"J. Sivic, A. Zisserman, Video Google: a Text Retrieval Approach to object Matching in Videos. In Proc. Ninth Int\u2019l Conf. Computer Vision. (2003), pp. 1470\u20131478."},{"key":"354_CR9","doi-asserted-by":"crossref","unstructured":"M. Brown, D. Lowe, Recognising Panoramas (Proc. Ninth Int\u2019l Conf. Computer Vision, 2003), pp. 1218\u20131227.","DOI":"10.1109\/ICCV.2003.1238630"},{"key":"354_CR10","unstructured":"R. Fergus, P. Perona, A. Zisserman, Object Class Recognition by Unsupervised Scale-Invariant Learning. In Proc. Conf. Computer Vision and Pattern Recognition. (2003), pp. 264\u2013271."},{"issue":"2","key":"354_CR11","doi-asserted-by":"publisher","first-page":"91","DOI":"10.1023\/B:VISI.0000029664.99615.94","volume":"60","author":"D Lowe","year":"2004","unstructured":"D. Lowe, Distinctive image features from scale-invariant keypoints. Int\u2019l Journal of Computer Vision 60(2), 91\u2013110 (2004).","journal-title":"Int\u2019l Journal of Computer Vision"},{"key":"354_CR12","unstructured":"H. Bay, T. Tuytelaars, L.V. Gool, SURF: Speed Up Robust Features. Proc. of the European Conf. on Computer Vision. (2006), pp. 404\u2013417."},{"issue":"3","key":"354_CR13","doi-asserted-by":"publisher","first-page":"346","DOI":"10.1016\/j.cviu.2007.09.014","volume":"110","author":"H Bay","year":"2008","unstructured":"H. Bay, A. Ess, T. Tuytelaars, L.V. Gool, Speeded-up robust features (SURF). Comput. Vis. Image Underst. 110(3), 346\u2013359 (2008).","journal-title":"Comput. Vis. Image Underst."},{"key":"354_CR14","doi-asserted-by":"crossref","unstructured":"E. Rublee, V. Rabaud, K. Konolige, et al., ORB: An Efficient Alternative to SIFT or SURF[C] (International Conference on Computer Vision, 2011), pp. 2564\u20132571.","DOI":"10.1109\/ICCV.2011.6126544"},{"key":"354_CR15","doi-asserted-by":"crossref","unstructured":"S. Leutenegger, M. Chli, R.Y. Siegwart, BRISK: Binary Robust Invariant Scalable Keypoints[C]. International Conference on Computer Vision (IEEE, 2011), pp. 2548\u20132555.","DOI":"10.1109\/ICCV.2011.6126542"},{"key":"354_CR16","doi-asserted-by":"crossref","unstructured":"E. ROSTEN, T. DRUMMOND, Fusing Points and Lines for High Performance Tracking[C], vol 2 (Tenth IEEE International Conference on Computer Vision. IEEE, 2005), pp. 1508\u20131515.","DOI":"10.1109\/ICCV.2005.104"},{"key":"354_CR17","unstructured":"S.U.N. Bo, Research on the Corner Detection Algorithm of Digital Images[D] (Hefei University of Technology, 2013)."},{"issue":"6","key":"354_CR18","first-page":"251","volume":"39","author":"LIANG Yan-ju","year":"2012","unstructured":"L.I.A.N.G. Yan-ju, Q. Li, C.H.E.N. Da-peng, Y.A.N. Xue-jin, Fast and Robust LOG-FAST Corner Algorithm[J]. Computer Science 39(6), 251\u2013254 (2012).","journal-title":"Computer Science"},{"key":"354_CR19","unstructured":"E. Rosten, R. Porter, T. Drummond, Faster and better: a machine learning approach to corner detection[J]. IEEE Trans. Pattern Anal. Mach. Intell. 32(1), 105\u2013119 (2010)."},{"key":"354_CR20","first-page":"430","volume-title":"Machine Learning for High Speed Corner Detection[C]\/\/9th European Conference on Computer Vision","author":"E Rosten","year":"2006","unstructured":"E. Rosten, T. Drummond, Machine Learning for High Speed Corner Detection[C]\/\/9th European Conference on Computer Vision (Springer, ACM, Berlin, Heidelberg, 2006), pp. 430\u2013443."},{"key":"354_CR21","doi-asserted-by":"publisher","first-page":"778","DOI":"10.1007\/978-3-642-15561-1_56","volume-title":"BRIEF: Binary Robust Independent Elementary Features","author":"M Calonder","year":"2010","unstructured":"M. Calonder, V. Lepetit, P. Fua, BRIEF: Binary Robust Independent Elementary Features (Proc. of the 11th European Conf. on Computer Vision, Heraklion, Crete, 2010), pp. 778\u2013792. https:\/\/doi.org\/10.1007\/978-3-642-15561-1_56 ."},{"key":"354_CR22","doi-asserted-by":"crossref","unstructured":"A. Buades, B. Coll, J.M. Morel, A Non-local Algorithm for Image Denoising[C]. vol 2. (IEEE Computer Society Conference, 2005), pp. 60\u201365.","DOI":"10.1109\/CVPR.2005.38"},{"issue":"2","key":"354_CR23","doi-asserted-by":"publisher","first-page":"490","DOI":"10.1137\/040616024","volume":"4","author":"A Buades","year":"2005","unstructured":"A. Buades, B. Coll, J.M. Morel, A review of image denoising algorithms, with a new one[J]. Multiscale Model Simul 4(2), 490\u2013530 (2005).","journal-title":"Multiscale Model Simul"},{"issue":"3","key":"354_CR24","doi-asserted-by":"publisher","first-page":"398","DOI":"10.1109\/83.661190","volume":"7","author":"J Weickert","year":"1998","unstructured":"J. Weickert, B.M.T.H. Romeny, M.A. Viergever, Efficient and reliable schemes for nonlinear diffusion filtering[J]. Image Proc IEEE Trans 7(3), 398\u2013410 (1998).","journal-title":"Image Proc IEEE Trans"},{"key":"354_CR25","doi-asserted-by":"crossref","unstructured":"I. Pitas, A.N. Venetsanopoulos, Nonlinear Digital Filters[M] (Springer Science & Business Media, 1990).","DOI":"10.1007\/978-1-4757-6017-0"},{"issue":"6","key":"354_CR26","doi-asserted-by":"publisher","first-page":"381","DOI":"10.1145\/358669.358692","volume":"24","author":"A MARTIN","year":"1981","unstructured":"A. MARTIN, C.B. ROBERT, Random sample Concesus: proceeding of a parading for model fitting with applications to image analysis and automated cartography[J]. Commun. ACM 24(6), 381\u2013395 (1981).","journal-title":"Commun. ACM"},{"issue":"6","key":"354_CR27","first-page":"2373","volume":"33","author":"S Qiang","year":"2012","unstructured":"S. Qiang, Y. Yutang, S. Yuncen, et al., Fast and stable method based on optimized RANSAC algorithm for two-dimensional image[J]. China Comp. Federation Magazine 33(6), 2373\u20132377 (2012).","journal-title":"China Comp. Federation Magazine"},{"issue":"6","key":"354_CR28","first-page":"896","volume":"45","author":"J Jun","year":"2013","unstructured":"J. Jun, L. Zhijie, Y. Peng, ImprovedRANSACalgorithmofmatched points purifying[J]. J Xi\u2019an Univ Architect Tech Nat Sci Edition 45(6), 896\u2013901 (2013).","journal-title":"J Xi\u2019an Univ Architect Tech Nat Sci Edition"}],"container-title":["EURASIP Journal on Image and Video Processing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/s13640-018-0354-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1186\/s13640-018-0354-y\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/s13640-018-0354-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,3]],"date-time":"2026-04-03T20:15:10Z","timestamp":1775247310000},"score":1,"resource":{"primary":{"URL":"https:\/\/jivp-eurasipjournals.springeropen.com\/articles\/10.1186\/s13640-018-0354-y"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,10,16]]},"references-count":28,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2018,12]]}},"alternative-id":["354"],"URL":"https:\/\/doi.org\/10.1186\/s13640-018-0354-y","relation":{},"ISSN":["1687-5281"],"issn-type":[{"value":"1687-5281","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,10,16]]},"assertion":[{"value":"29 July 2018","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"4 October 2018","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"16 October 2018","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"Manyi Wu was born in 1983 and a Doctoral graduate student of Wuhan University, mainly concerned with UAV image processing and image feature extraction.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Author\u2019s information"}},{"value":"Not applicable.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethics approval and consent to participate"}},{"value":"Not applicable.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Consent for publication"}},{"value":"The author declare that he has no competing interests.","order":4,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing interests"}},{"value":"Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.","order":5,"name":"Ethics","group":{"name":"EthicsHeading","label":"Publisher\u2019s Note"}}],"article-number":"106"}}