{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,6,22]],"date-time":"2024-06-22T18:39:34Z","timestamp":1719081574702},"reference-count":16,"publisher":"World Scientific Pub Co Pte Lt","issue":"08","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int. J. Patt. Recogn. Artif. Intell."],"published-print":{"date-parts":[[2013,12]]},"abstract":"<jats:p> In this paper, a genetic algorithm (GA)-based approach to estimate the fundamental matrix is presented. The aim of the proposed GA-based algorithm is to reduce the effect of noise and outliers in the corresponding points which affect the accuracy of the estimated fundamental matrix. Although in the proposed approach the GA is allowed to select the significant among all detected points, on the average half of the matched points have been determined to give optimum estimation of the fundamental matrix. Experiments with synthetic and real data show that the proposed approach is accurate especially in the presence of a high percentage of outliers. The proposed GA can always obtain good results in both high and low detailed images. Even for low detailed images which have a small number of matched points available to estimate the fundamental matrix, the proposed GA outperformed other methods. <\/jats:p>","DOI":"10.1142\/s0218001413550148","type":"journal-article","created":{"date-parts":[[2013,9,18]],"date-time":"2013-09-18T01:19:33Z","timestamp":1379467173000},"page":"1355014","source":"Crossref","is-referenced-by-count":3,"title":["A GA-BASED APPROACH FOR EPIPOLAR GEOMETRY ESTIMATION"],"prefix":"10.1142","volume":"27","author":[{"given":"NEHAL","family":"KHALED","sequence":"first","affiliation":[{"name":"German University in Cairo, New Cairo, Egypt"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"ELSAYED E.","family":"HEMAYED","sequence":"additional","affiliation":[{"name":"Computer Engineering Department, Faculty of Engineering, Cairo University, Giza 12613, Egypt"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"MAGDA B.","family":"FAYEK","sequence":"additional","affiliation":[{"name":"Computer Engineering Department, Faculty of Engineering, Cairo University, Giza 12613, Egypt"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"219","published-online":{"date-parts":[[2013,12,18]]},"reference":[{"key":"rf1","doi-asserted-by":"publisher","DOI":"10.1016\/S0262-8856(02)00154-3"},{"key":"rf3","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-8655(98)00032-4"},{"key":"rf6","doi-asserted-by":"publisher","DOI":"10.1109\/34.574792"},{"key":"rf7","volume-title":"Multiple View Geometry in Computer Vision","author":"Hartley R.","year":"2000"},{"key":"rf9","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2007.06.016"},{"key":"rf11","doi-asserted-by":"publisher","DOI":"10.1038\/293133a0"},{"key":"rf14","first-page":"381","volume":"24","author":"Martin A. F.","journal-title":"Commun. ACM"},{"key":"rf16","doi-asserted-by":"publisher","DOI":"10.1016\/S0031-3203(01)00126-1"},{"key":"rf17","first-page":"785","volume":"24","author":"Tang C.","journal-title":"J. Inform. Sci. Eng."},{"key":"rf18","volume-title":"Advances in Theory and Applications of Stereo Vision","author":"Taraglio S.","year":"2011"},{"key":"rf19","doi-asserted-by":"publisher","DOI":"10.1023\/A:1020224303087"},{"key":"rf20","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007927408552"},{"key":"rf21","doi-asserted-by":"publisher","DOI":"10.1006\/cviu.1999.0832"},{"key":"rf22","doi-asserted-by":"publisher","DOI":"10.1007\/978-94-015-8668-9"},{"key":"rf23","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007941100561"},{"key":"rf24","doi-asserted-by":"publisher","DOI":"10.1016\/0004-3702(95)00022-4"}],"container-title":["International Journal of Pattern Recognition and Artificial Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.worldscientific.com\/doi\/pdf\/10.1142\/S0218001413550148","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,7]],"date-time":"2019-08-07T04:23:01Z","timestamp":1565151781000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.worldscientific.com\/doi\/abs\/10.1142\/S0218001413550148"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,12]]},"references-count":16,"journal-issue":{"issue":"08","published-online":{"date-parts":[[2013,12,18]]},"published-print":{"date-parts":[[2013,12]]}},"alternative-id":["10.1142\/S0218001413550148"],"URL":"https:\/\/doi.org\/10.1142\/s0218001413550148","relation":{},"ISSN":["0218-0014","1793-6381"],"issn-type":[{"value":"0218-0014","type":"print"},{"value":"1793-6381","type":"electronic"}],"subject":[],"published":{"date-parts":[[2013,12]]}}}