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In this paper, a nonmetric correction algorithm for lens distortion based on entropy measure is proposed. The algorithm uses the imaging characteristics of the space line in the ideal perspective model, and the distortion entropy is defined to measure the degree of lens distortion. For distortion curves with different distribution, the calculation dimension of distortion entropy measure is uniform, which can reduce the influence of curve inhomogeneity. On this basis, the modified distortion entropy measure with normalized weight is put forward to enhance the capability of noise suppression, and the distortion correction performance of the traditional interior point optimization algorithm, basic artificial bee colony (ABC) algorithm, and Gbest-guided artificial bee colony (GABC) algorithm is compared and analyzed. The simulation experiments demonstrate that the correction performance of GABC to optimize the modified distortion entropy measure with normalized weight is best, and it has strong robustness to noise. Finally, the actual image distortion correction examples verify the effectiveness of the proposed algorithm.<\/jats:p>","DOI":"10.1155\/2018\/4230185","type":"journal-article","created":{"date-parts":[[2018,2,4]],"date-time":"2018-02-04T18:31:01Z","timestamp":1517769061000},"page":"1-9","source":"Crossref","is-referenced-by-count":1,"title":["Nonmetric Correction of Lens Distortion Based on Entropy Measure"],"prefix":"10.1155","volume":"2018","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4519-9055","authenticated-orcid":true,"given":"Tianfei","family":"Chen","sequence":"first","affiliation":[{"name":"School of Electrical Engineering, Henan University of Technology, Zhengzhou, Henan 450001, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2915-0761","authenticated-orcid":true,"given":"Lijun","family":"Sun","sequence":"additional","affiliation":[{"name":"School of Electrical Engineering, Henan University of Technology, Zhengzhou, Henan 450001, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8533-7088","authenticated-orcid":true,"given":"Qiuwen","family":"Zhang","sequence":"additional","affiliation":[{"name":"College of Computer and Communication Engineering, Zhengzhou University of Light Industry, Zhengzhou, Henan 450002, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiang","family":"Wu","sequence":"additional","affiliation":[{"name":"School of Electrical Engineering, Henan University of Technology, Zhengzhou, Henan 450001, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7971-1013","authenticated-orcid":true,"given":"Defeng","family":"Wu","sequence":"additional","affiliation":[{"name":"Marine Engineering Institute, Jimei University, Xiamen, Fujian 361021, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","reference":[{"key":"1","doi-asserted-by":"publisher","DOI":"10.1016\/0031-3203(94)00107-W"},{"key":"2","doi-asserted-by":"publisher","DOI":"10.1109\/JRA.1987.1087109"},{"key":"3","doi-asserted-by":"publisher","DOI":"10.1109\/34.888718"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.1109\/tip.2005.846025"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1007\/pl00013269"},{"key":"6","doi-asserted-by":"publisher","DOI":"10.1007\/s10851-009-0153-2"},{"key":"7","doi-asserted-by":"publisher","DOI":"10.1016\/S0031-3203(00)00068-6"},{"issue":"5","key":"8","first-page":"597","volume":"25","year":"2004","journal-title":"Chinese Journal of Scientic Instrument"},{"key":"9","doi-asserted-by":"publisher","DOI":"10.1364\/AO.54.004432"},{"key":"11","doi-asserted-by":"publisher","DOI":"10.3901\/JME.2006.09.174"},{"key":"12","doi-asserted-by":"publisher","DOI":"10.3788\/AOS201434.1015001"},{"key":"15","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2009.10.003"},{"key":"16","doi-asserted-by":"publisher","DOI":"10.3788\/OPE.20152304.1196"},{"key":"17","doi-asserted-by":"publisher","DOI":"10.1007\/s10851-009-0162-1"},{"key":"19","doi-asserted-by":"publisher","DOI":"10.3788\/AOS20082808.1552"},{"key":"20","doi-asserted-by":"publisher","DOI":"10.1504\/IJMIC.2014.060736"},{"key":"21","doi-asserted-by":"publisher","DOI":"10.1016\/j.oceaneng.2016.04.004"},{"issue":"8","key":"22","first-page":"855","volume":"37","year":"1971","journal-title":"Photogrammetric Engineering"},{"key":"23","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2007.05.007"},{"key":"24","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-012-9328-0"},{"key":"25","doi-asserted-by":"publisher","DOI":"10.1016\/j.amc.2010.08.049"},{"issue":"10","key":"26","first-page":"1554","volume":"28","year":"2013","journal-title":"Control and Decision"}],"container-title":["Scientific Programming"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/sp\/2018\/4230185.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/sp\/2018\/4230185.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/sp\/2018\/4230185.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2018,2,4]],"date-time":"2018-02-04T18:31:11Z","timestamp":1517769071000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.hindawi.com\/journals\/sp\/2018\/4230185\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"references-count":22,"alternative-id":["4230185","4230185"],"URL":"https:\/\/doi.org\/10.1155\/2018\/4230185","relation":{},"ISSN":["1058-9244","1875-919X"],"issn-type":[{"type":"print","value":"1058-9244"},{"type":"electronic","value":"1875-919X"}],"subject":[],"published":{"date-parts":[[2018]]}}}