{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,19]],"date-time":"2026-09-19T01:45:37Z","timestamp":1789782337837,"version":"4.0.1"},"reference-count":33,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2015,1,24]],"date-time":"2015-01-24T00:00:00Z","timestamp":1422057600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Int. J. Mach. Learn. & Cyber."],"published-print":{"date-parts":[[2017,2]]},"DOI":"10.1007\/s13042-015-0330-0","type":"journal-article","created":{"date-parts":[[2015,1,23]],"date-time":"2015-01-23T19:14:15Z","timestamp":1422040455000},"page":"371-378","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":11,"title":["Speed-up ellipse enclosing character detection approach for large-size document images by parallel scanning and Hough transform"],"prefix":"10.1007","volume":"8","author":[{"given":"H. Waruna H.","family":"Premachandra","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chinthaka","family":"Premachandra","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chandana Dinesh","family":"Parape","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hiroharu","family":"Kawanaka","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2015,1,24]]},"reference":[{"key":"330_CR1","doi-asserted-by":"crossref","unstructured":"Jin S, You Y, Huafen Y (2010) Scanned Document Image Processing Model for Information System. In: Proc. of Asia-Pacific Conference onWearable Computing Systems (APWCS). pp 198\u2013201","DOI":"10.1109\/APWCS.2010.56"},{"key":"330_CR2","doi-asserted-by":"crossref","unstructured":"Wang Q, Chi Z, Zhao R (2002) Hierarchical content classification and script determination for automatic document image processing. In: Proc. of 16th International Conference on Pattern Recognition. pp 77\u201380","DOI":"10.1109\/ICPR.2002.1047799"},{"key":"330_CR3","doi-asserted-by":"crossref","unstructured":"Yip SK, Chi Z (2001) Page segmentation and content classification for automatic document image processing. In: Proceedings of 2001 International Symposium on Intelligent Multimedia, Video and Speech Processing. pp 279\u2013282","DOI":"10.1109\/ISIMP.2001.925388"},{"key":"330_CR4","doi-asserted-by":"crossref","unstructured":"Manikandan V, Venkatachalam V, Kirthiga M, Harini K, Devarajan N (2010) An enhanced algorithm for Character Segmentation in document image processing. In: IEEE International Conference on Computational Intelligence and Computing Research (ICCIC). pp 1\u20135","DOI":"10.1109\/ICCIC.2010.5705728"},{"key":"330_CR5","unstructured":"Yang Y, Yan H A robust document processing system combining image segmentation with content-based document compression. In: Proceedings. 15th International Conference on Pattern Recognition. pp 519\u2013522"},{"issue":"7","key":"330_CR6","doi-asserted-by":"crossref","first-page":"1277","DOI":"10.1109\/TMM.2008.2004906","volume":"10","author":"PVK Borges","year":"2008","unstructured":"Borges PVK, Mayer J, Izquierdo E (2008) Document image processing for paper side communications. IEEE Trans Multimedia 10(7):1277","journal-title":"IEEE Trans Multimedia"},{"key":"330_CR7","doi-asserted-by":"crossref","unstructured":"Shi Z, Setlur S, Govindaraju V (2013) A model based framework for table processing in degraded document images. In: 12th International Conference on Document Analysis and Recognition (ICDAR). pp 963\u2013967","DOI":"10.1109\/ICDAR.2013.195"},{"key":"330_CR8","doi-asserted-by":"crossref","unstructured":"Takasu A, Satoh S, Katsura E (1995) A rule learning method for academic document image processing. In: Proceedings of the Third International Conference on Document Analysis and Recognition. pp 239\u2013242","DOI":"10.1109\/ICDAR.1995.598985"},{"key":"330_CR9","unstructured":"Cao R, Tan CL, Shen P (2001) A wavelet approach to double-sided document image pair processing. Proceedings 2001 International Conference on Image Processing. pp 174\u2013177"},{"key":"330_CR10","doi-asserted-by":"crossref","unstructured":"Parodi P, Piccioli G (1996) An efficient pre-processing of mixed-content document images for OCR systems. Proceedings of the 13th International Conference on Pattern Recognition. pp 778\u2013782","DOI":"10.1109\/ICPR.1996.547274"},{"key":"330_CR11","doi-asserted-by":"crossref","unstructured":"Baier PE (1995) Image processing of forensic documents. In: Proceedings of the Third International Conference on Document Analysis and Recognition. pp 1\u20134","DOI":"10.1109\/ICDAR.1995.598931"},{"key":"330_CR12","doi-asserted-by":"crossref","unstructured":"Le DX, Thoma GR, Wechsler H (1995) Document image analysis using integrated image and neural processing. In: Proceedings of the Third International Conference on Document Analysis and Recognition. pp 327\u2013330","DOI":"10.1109\/ICDAR.1995.599005"},{"key":"330_CR13","unstructured":"Li Y, Lalonde M, Reiher E, Rizand JF, Zhu CJ (1997) A knowledge-based image understanding environment for document processing. Proceedings of the Fourth International Conference on Document Analysis and Recognition. pp 979\u2013983"},{"key":"330_CR14","doi-asserted-by":"crossref","unstructured":"Rosner D, Boiangiu CA, Stefanescu A, Tapus N, Olteanu A (2010) Text line processing for high-confidence skew detection in image documents. In: IEEE International Conference on Intelligent Computer Communication and Processing (ICCP). pp 129\u2013132","DOI":"10.1109\/ICCP.2010.5606448"},{"key":"330_CR15","doi-asserted-by":"crossref","first-page":"700","DOI":"10.1055\/s-0038-1625393","volume":"46","author":"H Kawanaka","year":"2007","unstructured":"Kawanaka H, Sumida T, Yamamoto K, Shinogi T, Tsuruoka S (2007) Document recognition and XML generation of tabular form discharge summaries for analogous case search system. Method Inf Med 46:700\u2013708","journal-title":"Method Inf Med"},{"key":"330_CR16","unstructured":"Tsuruoka S, Hirano C, Yoshikawa T, Shinogi T (2001) Image-based structure analysis for a table of contents and conversion to XML documents. In: Proceedings of Document Layout Interpretation and its Application. pp 59\u201362"},{"issue":"4","key":"330_CR17","first-page":"265","volume":"3","author":"HWH Premachandra","year":"2013","unstructured":"Premachandra HWH, Premachandra C, Parape DC (2013) Parallel scanning based speed-up method for detection of elliptical obstacles in high-resolution image. Int J Comput Sci Commun Netw 3(4):265\u2013270","journal-title":"Int J Comput Sci Commun Netw"},{"issue":"8","key":"330_CR18","doi-asserted-by":"crossref","first-page":"777","DOI":"10.1109\/TC.1978.1675191","volume":"27","author":"S Tsuji","year":"1978","unstructured":"Tsuji S, Matsumoto F (1978) Detection of ellipses by a modified Hough transform. IEEE Trans Comput 27(8):777\u2013781","journal-title":"IEEE Trans Comput"},{"key":"330_CR19","doi-asserted-by":"crossref","first-page":"87","DOI":"10.1016\/0167-8655(89)90041-X","volume":"9","author":"ER Davis","year":"1989","unstructured":"Davis ER (1989) Finding ellipses using generalized Hough transform. Pattern Recog Lett 9:87\u201396","journal-title":"Pattern Recog Lett"},{"issue":"9","key":"330_CR20","doi-asserted-by":"crossref","first-page":"1007","DOI":"10.1016\/0031-3203(92)90064-P","volume":"25","author":"RKK Yip","year":"1992","unstructured":"Yip RKK, Tam PKS, Leung DNK (1992) Modification of Hough transform for circles and ellipses detection using a 2-dimensional array. Pattern Recogn 25(9):1007\u20131022","journal-title":"Pattern Recogn"},{"issue":"2","key":"330_CR21","first-page":"111","volume":"13","author":"DH Ballard","year":"1981","unstructured":"Ballard DH (1981) Generalized Hough transform to detect arbitrary patterns. IEEE Trans Pattern Anal Mach Intell 13(2):111\u2013122","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"330_CR22","unstructured":"Xie Y, Ji Q (2002) A new efficient ellipse detection method. In: Proceedings of International conference on Pattern Recognition. pp 957\u2013960"},{"key":"330_CR23","doi-asserted-by":"crossref","first-page":"777","DOI":"10.1016\/0167-8655(96)00014-1","volume":"17","author":"PS Nair","year":"1996","unstructured":"Nair PS, Saunders AT (1996) Hough transform based ellipse detection algorithm. Pattern Recognit Lett 17:777\u2013784","journal-title":"Pattern Recognit Lett"},{"issue":"7","key":"330_CR24","first-page":"967","volume":"65","author":"Y Gu","year":"2011","unstructured":"Gu Y, Yendo T, Tehrani MP, Fujii T, Tanimoto M (2011) Traffic sign recognition using hybrid camera system. J Inst Image Inf Telev Eng 65(7):967\u2013975","journal-title":"J Inst Image Inf Telev Eng"},{"key":"330_CR25","doi-asserted-by":"crossref","unstructured":"Ho C, Chen L (1995) A fast ellipse\/circle detector using geometry. In: Pattern Recognition. pp 117\u2013124","DOI":"10.1016\/0031-3203(94)00077-Y"},{"key":"330_CR26","doi-asserted-by":"crossref","first-page":"369","DOI":"10.1016\/0031-3203(94)00096-4","volume":"29","author":"AS Aguado","year":"1996","unstructured":"Aguado AS, Montiel ME, Nixon MS (1996) On using directional information for parameter space decomposition in ellipse detection. Pattern Recogn 29:369\u2013381","journal-title":"Pattern Recogn"},{"key":"330_CR27","unstructured":"Ji Q, Haralick RM (1999) A statistically efficient method for ellipse detection. In: Proc. of International Conference on Image Processing. pp 730\u2013734"},{"key":"330_CR28","doi-asserted-by":"crossref","unstructured":"Ito Y, Ogawa K, Nakano K (2011) Fast ellipse detection algorithm using Hough transform on the GPU. In: Proc. of Second International Conference on Networking and Computing. pp 313\u2013319","DOI":"10.1109\/ICNC.2011.61"},{"key":"330_CR29","doi-asserted-by":"crossref","first-page":"669","DOI":"10.1007\/978-3-540-74272-2_83","volume":"4673","author":"G Song","year":"2007","unstructured":"Song G, Wang H (2007) A fast and robust ellipse detection algorithm based on pseudo-random sample consensus. Lect Notes Comput Sci 4673:669\u2013676","journal-title":"Lect Notes Comput Sci"},{"key":"330_CR30","unstructured":"Otsu N (1978) Discriminant and latest squares threshold selecton. In: Proc of 4IJPCPR 1978. pp 592\u2013596"},{"key":"330_CR31","doi-asserted-by":"crossref","unstructured":"Otsu N (1979) Threshold detection method from Grey-Level Histograms. In: IEEE Trans. Systems, Man, and Cybernities SMC-9 (No.1). pp 62\u201366","DOI":"10.1109\/TSMC.1979.4310076"},{"issue":"4","key":"330_CR32","first-page":"319","volume":"8","author":"S Okuyama","year":"2014","unstructured":"Okuyama S, Tsuruoka S, Takase H, Kawanaka H, Premachandra C (2014) Interactive learning support user interface for lecture scenes indexed with extracted keyword from black board. Aust J Basic Appl Sci 8(4):319\u2013324","journal-title":"Aust J Basic Appl Sci"},{"issue":"4","key":"330_CR33","doi-asserted-by":"crossref","first-page":"543","DOI":"10.1007\/s13042-013-0205-1","volume":"5","author":"A De","year":"2014","unstructured":"De A, Guo C (2014) An image segmentation method based on the fusion of vector quantization and edge detection with applications to medical image processing. Int J Mach Learn Cybernet 5(4):543\u2013551","journal-title":"Int J Mach Learn Cybernet"}],"container-title":["International Journal of Machine Learning and Cybernetics"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13042-015-0330-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s13042-015-0330-0\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13042-015-0330-0","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13042-015-0330-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,20]],"date-time":"2019-08-20T01:59:44Z","timestamp":1566266384000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s13042-015-0330-0"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,1,24]]},"references-count":33,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2017,2]]}},"alternative-id":["330"],"URL":"https:\/\/doi.org\/10.1007\/s13042-015-0330-0","relation":{},"ISSN":["1868-8071","1868-808X"],"issn-type":[{"value":"1868-8071","type":"print"},{"value":"1868-808X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,1,24]]}}}