{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,19]],"date-time":"2026-01-19T08:29:06Z","timestamp":1768811346772,"version":"3.49.0"},"reference-count":39,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2022,9,15]],"date-time":"2022-09-15T00:00:00Z","timestamp":1663200000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2022,9,15]],"date-time":"2022-09-15T00:00:00Z","timestamp":1663200000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Pattern Anal Applic"],"published-print":{"date-parts":[[2023,2]]},"DOI":"10.1007\/s10044-022-01108-w","type":"journal-article","created":{"date-parts":[[2022,9,15]],"date-time":"2022-09-15T13:08:27Z","timestamp":1663247307000},"page":"307-332","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":7,"title":["Segmentation of retinal blood vessel using generalized extreme value probability distribution function(pdf)-based matched filter approach"],"prefix":"10.1007","volume":"26","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1565-7932","authenticated-orcid":false,"given":"K Susheel","family":"Kumar","sequence":"first","affiliation":[]},{"given":"Nagendra Pratap","family":"Singh","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2022,9,15]]},"reference":[{"key":"1108_CR1","doi-asserted-by":"publisher","first-page":"262","DOI":"10.1016\/j.compbiomed.2006.03.003","volume":"37","author":"M Al-Rawi","year":"2007","unstructured":"Al-Rawi M, Qutaishat M, Arrar M (2007) An improved matched filter for blood vessel detection of digital retinal images. Comput Biol Med 37:262\u2013267","journal-title":"Comput Biol Med"},{"key":"1108_CR2","doi-asserted-by":"publisher","first-page":"1217","DOI":"10.1007\/s00500-010-0574-2","volume":"15","author":"MA Amin","year":"2011","unstructured":"Amin MA, Yan H (2011) High speed detection of retinal blood vessels in fundus image using phase congruency. Soft Comput 15:1217\u20131230","journal-title":"Soft Comput"},{"key":"1108_CR3","doi-asserted-by":"publisher","first-page":"141","DOI":"10.1111\/j.1365-2818.2010.03487.x","volume":"243","author":"X Bai","year":"2011","unstructured":"Bai X, Zhou F (2011) Multiscale toggle contrast operator-based mineral image enhancement. J Microsc 243:141\u2013153","journal-title":"J Microsc"},{"key":"1108_CR4","volume-title":"Principles of statistics","author":"MG Bulmer","year":"1979","unstructured":"Bulmer MG (1979) Principles of statistics. Courier Corporation, Massachusetts"},{"key":"1108_CR5","unstructured":"Chanwimaluang T, Fan G (2003) An efficient blood vessel detection algorithm for retinal images using local entropy thresholding. In: Proceedings of the 2003 international symposium on circuits and systems, 2003. ISCAS\u201903., IEEE. p V"},{"key":"1108_CR6","doi-asserted-by":"publisher","first-page":"263","DOI":"10.1109\/42.34715","volume":"8","author":"S Chaudhuri","year":"1989","unstructured":"Chaudhuri S, Chatterjee S, Katz N, Nelson M, Goldbaum M (1989) Detection of blood vessels in retinal images using two-dimensional matched filters. IEEE Trans Med Imag 8:263\u2013269","journal-title":"IEEE Trans Med Imag"},{"key":"1108_CR7","unstructured":"Chen Y (2017). A labeling-free approach to supervising deep neural networks for retinal blood vessel segmentation. arXiv preprint arXiv:1704.07502"},{"key":"1108_CR8","doi-asserted-by":"publisher","first-page":"85","DOI":"10.1016\/j.cmpb.2009.04.005","volume":"96","author":"MG Cinsdikici","year":"2009","unstructured":"Cinsdikici MG, Ayd\u0131n D (2009) Detection of blood vessels in ophthalmoscope images using mf\/ant (matched filter\/ant colony) algorithm. Comput Methods Programs Biomed 96:85\u201395","journal-title":"Comput Methods Programs Biomed"},{"key":"1108_CR9","doi-asserted-by":"crossref","unstructured":"Grisan E, Ruggeri A (2003) A divide et impera strategy for automatic classification of retinal vessels into arteries and veins. In: Proceedings of the 25th Annual international conference of the IEEE engineering in medicine and biology society (IEEE Cat. No. 03CH37439), IEEE. pp 890\u2013893","DOI":"10.1109\/IEMBS.2003.1279908"},{"key":"1108_CR10","doi-asserted-by":"publisher","first-page":"203","DOI":"10.1109\/42.845178","volume":"19","author":"A Hoover","year":"2000","unstructured":"Hoover A, Kouznetsova V, Goldbaum M (2000) Locating blood vessels in retinal images by piecewise threshold probing of a matched filter response. IEEE Trans Med Imag 19:203\u2013210","journal-title":"IEEE Trans Med Imag"},{"key":"1108_CR11","doi-asserted-by":"publisher","first-page":"131","DOI":"10.1109\/TPAMI.2003.1159954","volume":"25","author":"X Jiang","year":"2003","unstructured":"Jiang X, Mojon D (2003) Adaptive local thresholding by verification-based multithreshold probing with application to vessel detection in retinal images. IEEE Trans Pattern Anal Mach Intell 25:131\u2013137","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"1108_CR12","first-page":"183","volume":"47","author":"DN Joanes","year":"1998","unstructured":"Joanes DN, Gill CA (1998) Comparing measures of sample skewness and kurtosis. J R Statist Soc Ser D (The Statistician) 47:183\u2013189","journal-title":"J R Statist Soc Ser D (The Statistician)"},{"key":"1108_CR13","doi-asserted-by":"publisher","first-page":"849","DOI":"10.1007\/s10916-009-9299-0","volume":"34","author":"GB Kande","year":"2010","unstructured":"Kande GB, Subbaiah PV, Savithri TS (2010) Unsupervised fuzzy based vessel segmentation in pathological digital fundus images. J Med Syst 34:849\u2013858","journal-title":"J Med Syst"},{"key":"1108_CR14","doi-asserted-by":"crossref","unstructured":"K\u00f6hler T, Budai A, Kraus MF, Odstr\u010dilik J, Michelson G, Hornegger J (2013) Automatic no-reference quality assessment for retinal fundus images using vessel segmentation, pp 95\u2013100","DOI":"10.1109\/CBMS.2013.6627771"},{"key":"1108_CR15","doi-asserted-by":"publisher","first-page":"1369","DOI":"10.1109\/TMI.2010.2043259","volume":"29","author":"BS Lam","year":"2010","unstructured":"Lam BS, Gao Y, Liew AWC (2010) General retinal vessel segmentation using regularization-based multiconcavity modeling. IEEE Trans Med Imag 29:1369\u20131381","journal-title":"IEEE Trans Med Imag"},{"key":"1108_CR16","doi-asserted-by":"publisher","first-page":"1543","DOI":"10.1097\/01.hjh.0000125455.28861.3f","volume":"22","author":"H Leung","year":"2004","unstructured":"Leung H, Wang JJ, Rochtchina E, Wong TY, Klein R, Mitchell P (2004) Impact of current and past blood pressure on retinal arteriolar diameter in an older population. J Hypertens 22:1543\u20131549","journal-title":"J Hypertens"},{"key":"1108_CR17","doi-asserted-by":"publisher","first-page":"1196","DOI":"10.1109\/TMI.2004.830524","volume":"23","author":"J Lowell","year":"2004","unstructured":"Lowell J, Hunter A, Steel D, Basu A, Ryder R, Kennedy RL (2004) Measurement of retinal vessel widths from fundus images based on 2-D modeling. IEEE Trans Med Imag 23:1196\u20131204","journal-title":"IEEE Trans Med Imag"},{"key":"1108_CR18","doi-asserted-by":"publisher","first-page":"146","DOI":"10.1109\/TMI.2010.2064333","volume":"30","author":"D Mar\u00edn","year":"2010","unstructured":"Mar\u00edn D, Aquino A, Geg\u00fandez-Arias ME, Bravo JM (2010) A new supervised method for blood vessel segmentation in retinal images by using gray-level and moment invariants-based features. IEEE Trans Med Imag 30:146\u2013158","journal-title":"IEEE Trans Med Imag"},{"key":"1108_CR19","doi-asserted-by":"publisher","first-page":"47","DOI":"10.1016\/j.media.2006.11.004","volume":"11","author":"ME Martinez-Perez","year":"2007","unstructured":"Martinez-Perez ME, Hughes AD, Thom SA, Bharath AA, Parker KH (2007a) Segmentation of blood vessels from red-free and fluorescein retinal images. Med Image Anal 11:47\u201361","journal-title":"Med Image Anal"},{"key":"1108_CR20","doi-asserted-by":"crossref","unstructured":"Martinez-Perez ME, Hughes AD, Thom SA, Parker KH (2007b) Improvement of a retinal blood vessel segmentation method using the insight segmentation and registration toolkit (itk). In: 2007 29th annual international conference of the IEEE engineering in medicine and biology society, IEEE. pp 892\u2013895","DOI":"10.1109\/IEMBS.2007.4352434"},{"key":"1108_CR21","doi-asserted-by":"publisher","first-page":"245","DOI":"10.1016\/j.ophtha.2004.08.015","volume":"112","author":"P Mitchell","year":"2005","unstructured":"Mitchell P, Leung H, Wang JJ, Rochtchina E, Lee AJ, Wong TY, Klein R (2005) Retinal vessel diameter and open-angle glaucoma: the blue mountains eye study. Ophthalmology 112:245\u2013250","journal-title":"Ophthalmology"},{"key":"1108_CR22","doi-asserted-by":"crossref","unstructured":"Niemeijer M, Staal J, van Ginneken B, Loog M, Abramoff MD (2004). Comparative study of retinal vessel segmentation methods on a new publicly available database. In: Medical imaging 2004: image processing, international society for optics and photonics. pp 648\u2013656","DOI":"10.1117\/12.535349"},{"key":"1108_CR23","doi-asserted-by":"publisher","first-page":"373","DOI":"10.1049\/iet-ipr.2012.0455","volume":"7","author":"J Odstrcilik","year":"2013","unstructured":"Odstrcilik J, Kolar R, Budai A, Hornegger J, Jan J, Gazarek J, Kubena T, Cernosek P, Svoboda O, Angelopoulou E (2013) Retinal vessel segmentation by improved matched filtering: evaluation on a new high-resolution fundus image database. IET Image Proc 7:373\u2013383","journal-title":"IET Image Proc"},{"key":"1108_CR24","doi-asserted-by":"publisher","first-page":"97","DOI":"10.1016\/0165-1684(89)90090-X","volume":"16","author":"NR Pal","year":"1989","unstructured":"Pal NR, Pal SK (1989) Entropic thresholding. Signal Process 16:97\u2013108","journal-title":"Signal Process"},{"key":"1108_CR25","doi-asserted-by":"publisher","first-page":"500","DOI":"10.1109\/TITB.2009.2036604","volume":"14","author":"MA Palomera-Perez","year":"2009","unstructured":"Palomera-Perez MA, Martinez-Perez ME, Benitez-Perez H, Ortega-Arjona JL (2009) Parallel multiscale feature extraction and region growing: application in retinal blood vessel detection. IEEE Trans Inf Technol Biomed 14:500\u2013506","journal-title":"IEEE Trans Inf Technol Biomed"},{"key":"1108_CR26","unstructured":"Rathod DD, Manza RR, Rajput YM (2015) Retinal blood vessels extraction using matched filter on high resolution fundus image database, Citeseer. p 8887"},{"key":"1108_CR27","doi-asserted-by":"publisher","first-page":"105490","DOI":"10.1016\/j.cmpb.2020.105490","volume":"194","author":"SK Saroj","year":"2020","unstructured":"Saroj SK, Kumar R, Singh NP (2020) Frechet pdf based matched filter approach for retinal blood vessels segmentation. Comput Methods Programs Biomed 194:105490","journal-title":"Comput Methods Programs Biomed"},{"key":"1108_CR28","doi-asserted-by":"crossref","unstructured":"Seo JW, Kim SD (2013) Novel pca-based color-to-gray image conversion, In: 2013 IEEE international conference on image processing, IEEE. pp 2279\u20132283","DOI":"10.1109\/ICIP.2013.6738470"},{"key":"1108_CR29","doi-asserted-by":"crossref","unstructured":"Shadab A, Singh Y, Raghuwanshi SK, Dilshad\u00a0Ansari M (2021) Comparative analysis of horizontal and vertical etched fiber bragg sensor for refractive index sensing, In: ICCCE 2020. Springer, pp 1367\u20131374","DOI":"10.1007\/978-981-15-7961-5_124"},{"key":"1108_CR30","doi-asserted-by":"publisher","first-page":"40","DOI":"10.1016\/j.cmpb.2016.03.001","volume":"129","author":"NP Singh","year":"2016","unstructured":"Singh NP, Srivastava R (2016) Retinal blood vessels segmentation by using gumbel probability distribution function based matched filter. Comput Methods Prog Biomed 129:40\u201350","journal-title":"Comput Methods Prog Biomed"},{"key":"1108_CR31","doi-asserted-by":"publisher","first-page":"229","DOI":"10.1504\/IJBET.2016.078286","volume":"21","author":"NP Singh","year":"2016","unstructured":"Singh NP, Srivastava R (2016) Segmentation of retinal blood vessels by using a matched filter based on second derivative of gaussian. Int J Biomed Eng Technol 21:229\u2013246","journal-title":"Int J Biomed Eng Technol"},{"key":"1108_CR32","series-title":"Advances in intelligent systems and computing","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-10-2525-9_40","volume-title":"Advances in computational intelligence","author":"NP Singh","year":"2017","unstructured":"Singh NP, Srivastava R (2017) Weibull probability distribution function-based matched filter approach for retinal blood vessels segmentation. In: Sahana S, Saha S (eds) Advances in computational intelligence. Advances in intelligent systems and computing, vol 509. Springer, Singapore. https:\/\/doi.org\/10.1007\/978-981-10-2525-9_40"},{"key":"1108_CR33","doi-asserted-by":"publisher","first-page":"253","DOI":"10.1016\/j.eij.2015.06.004","volume":"16","author":"K Sreejini","year":"2015","unstructured":"Sreejini K, Govindan V (2015) Improved multiscale matched filter for retina vessel segmentation using PSO algorithm. Egypt Inform J 16:253\u2013260","journal-title":"Egypt Inform J"},{"key":"1108_CR34","doi-asserted-by":"publisher","first-page":"501","DOI":"10.1109\/TMI.2004.825627","volume":"23","author":"J Staal","year":"2004","unstructured":"Staal J, Abr\u00e0moff MD, Niemeijer M, Viergever MA, Van Ginneken B (2004) Ridge-based vessel segmentation in color images of the retina. IEEE Trans Med Imag 23:501\u2013509","journal-title":"IEEE Trans Med Imag"},{"key":"1108_CR35","doi-asserted-by":"crossref","unstructured":"Usman M, Ansari MD, Wajid M (2019) Onthe complementary relationship between sampling and double sideband-suppressed carrier modulation. In: 2019 5th international conference on signal processing. Computing and Control (ISPCC), IEEE, pp 380\u2013382","DOI":"10.1109\/ISPCC48220.2019.8988480"},{"key":"1108_CR36","doi-asserted-by":"publisher","first-page":"409","DOI":"10.2174\/2213275912666190401183354","volume":"14","author":"M Usman","year":"2021","unstructured":"Usman M, Wajid M, Shamim MZ, Ansari MD, Gunjan VK (2021) Threshold detection scheme based on parametric distribution fitting for optical fiber channels. Recent Adv Comput Sci Commun (Form Recent Patents Comput Sci) 14:409\u2013415","journal-title":"Recent Adv Comput Sci Commun (Form Recent Patents Comput Sci)"},{"key":"1108_CR37","doi-asserted-by":"publisher","first-page":"438","DOI":"10.1016\/j.compbiomed.2010.02.008","volume":"40","author":"B Zhang","year":"2010","unstructured":"Zhang B, Zhang L, Zhang L, Karray F (2010) Retinal vessel extraction by matched filter with first-order derivative of gaussian. Comput Biol Med 40:438\u2013445","journal-title":"Comput Biol Med"},{"key":"1108_CR38","doi-asserted-by":"publisher","first-page":"103","DOI":"10.1007\/s11265-008-0179-5","volume":"55","author":"Y Zhang","year":"2009","unstructured":"Zhang Y, Hsu W, Lee ML (2009) Detection of retinal blood vessels based on nonlinear projections. J Signal Process Syst 55:103\u2013112","journal-title":"J Signal Process Syst"},{"key":"1108_CR39","doi-asserted-by":"publisher","first-page":"1","DOI":"10.4103\/2228-7477.128432","volume":"4","author":"H Zolfagharnasab","year":"2014","unstructured":"Zolfagharnasab H, Naghsh-Nilchi AR (2014) Cauchy based matched filter for retinal vessels detection. J Med Signals Sensors 4:1","journal-title":"J Med Signals Sensors"}],"container-title":["Pattern Analysis and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10044-022-01108-w.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10044-022-01108-w\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10044-022-01108-w.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,2,4]],"date-time":"2023-02-04T03:23:25Z","timestamp":1675481005000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10044-022-01108-w"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,9,15]]},"references-count":39,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2023,2]]}},"alternative-id":["1108"],"URL":"https:\/\/doi.org\/10.1007\/s10044-022-01108-w","relation":{},"ISSN":["1433-7541","1433-755X"],"issn-type":[{"value":"1433-7541","type":"print"},{"value":"1433-755X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,9,15]]},"assertion":[{"value":"17 April 2022","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"27 August 2022","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"15 September 2022","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}