{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,14]],"date-time":"2025-05-14T02:27:02Z","timestamp":1747189622143,"version":"3.40.5"},"reference-count":47,"publisher":"World Scientific Pub Co Pte Ltd","issue":"02","funder":[{"name":"Light of West China","award":["XAB2016B23"],"award-info":[{"award-number":["XAB2016B23"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int. J. Patt. Recogn. Artif. Intell."],"published-print":{"date-parts":[[2021,2]]},"abstract":"<jats:p> Recognition of small moving targets in space has become one of the frontier scientific researches in recent decade. Most of them focus on detection and recognition in star image with sidereal stare mode. However, in this research field, few researches are about detection and recognition in star image with track rate mode. In this paper, a novel approach is proposed to recognize the moving target in single frame by machine learning method based on elliptical characteristic extraction of star points. The technical path about recognition of moving target in space is redesigned instead of traditional processing approaches. Elliptical characteristics of each star point can be successfully extracted from single image. Machine learning can achieve the classification goal in order to make sure that all moving targets can be extracted. The experiments show that our proposed approach can have better performance in star images with different qualities. <\/jats:p>","DOI":"10.1142\/s021800142150004x","type":"journal-article","created":{"date-parts":[[2020,8,5]],"date-time":"2020-08-05T15:30:00Z","timestamp":1596641400000},"page":"2150004","source":"Crossref","is-referenced-by-count":2,"title":["Small Moving Target Recognition in Star Image with TRM"],"prefix":"10.1142","volume":"35","author":[{"given":"Yun","family":"Du","sequence":"first","affiliation":[{"name":"Xi\u2019an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi\u2019an 710119, P. R. China"},{"name":"School of Electronic and Information Engineering, Xi\u2019an Jiaotong University, Xi\u2019an 710049, P. R. China"},{"name":"University of Chinese Academy of Sciences, Beijing 100049, P. R. China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Desheng","family":"Wen","sequence":"additional","affiliation":[{"name":"Xi\u2019an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi\u2019an 710119, P. R. China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Guizhong","family":"Liu","sequence":"additional","affiliation":[{"name":"School of Electronic and Information Engineering, Xi\u2019an Jiaotong University, Xi\u2019an 710049, P. R. China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8127-7594","authenticated-orcid":false,"given":"Shi","family":"Qiu","sequence":"additional","affiliation":[{"name":"Xi\u2019an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi\u2019an 710119, P. R. China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"219","published-online":{"date-parts":[[2020,8,5]]},"reference":[{"key":"S021800142150004XBIB001","doi-asserted-by":"publisher","DOI":"10.1142\/S0218001418590127"},{"key":"S021800142150004XBIB002","doi-asserted-by":"publisher","DOI":"10.1016\/j.infrared.2013.12.007"},{"key":"S021800142150004XBIB003","doi-asserted-by":"publisher","DOI":"10.1109\/TAES.1985.310548"},{"key":"S021800142150004XBIB004","first-page":"422","volume":"80","author":"Bertin","year":"2009","journal-title":"Mem. Soc. Astron. Ital."},{"key":"S021800142150004XBIB005","doi-asserted-by":"publisher","DOI":"10.1109\/TAES.2005.1541440"},{"key":"S021800142150004XBIB006","doi-asserted-by":"publisher","DOI":"10.3390\/s151229884"},{"key":"S021800142150004XBIB007","doi-asserted-by":"publisher","DOI":"10.1142\/S0218001411008579"},{"key":"S021800142150004XBIB008","doi-asserted-by":"publisher","DOI":"10.1007\/BF00994018"},{"issue":"7","key":"S021800142150004XBIB009","first-page":"66","volume":"61","author":"Deng H.","year":"2016","journal-title":"Pattern Recognit."},{"volume-title":"The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remark Our World","year":"2015","author":"Domingos P.","key":"S021800142150004XBIB010"},{"issue":"11","key":"S021800142150004XBIB011","first-page":"100","volume":"62","author":"Dong X.","year":"2013","journal-title":"Infrared Phys. Technol."},{"key":"S021800142150004XBIB012","doi-asserted-by":"publisher","DOI":"10.1142\/S0218001419540284"},{"key":"S021800142150004XBIB013","doi-asserted-by":"publisher","DOI":"10.1364\/AO.53.000I45"},{"key":"S021800142150004XBIB014","doi-asserted-by":"publisher","DOI":"10.3390\/rs8050373"},{"issue":"8","key":"S021800142150004XBIB015","first-page":"47","volume":"40","author":"Han Y.","year":"2013","journal-title":"Opto-Electron. Eng."},{"key":"S021800142150004XBIB016","doi-asserted-by":"publisher","DOI":"10.1142\/S0218001417560067"},{"key":"S021800142150004XBIB017","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2007.913972"},{"key":"S021800142150004XBIB018","doi-asserted-by":"publisher","DOI":"10.3390\/s150407267"},{"key":"S021800142150004XBIB019","doi-asserted-by":"publisher","DOI":"10.1016\/j.asr.2012.08.009"},{"key":"S021800142150004XBIB020","doi-asserted-by":"publisher","DOI":"10.1016\/j.asr.2007.04.033"},{"key":"S021800142150004XBIB021","doi-asserted-by":"publisher","DOI":"10.1142\/S0218001412500036"},{"key":"S021800142150004XBIB022","doi-asserted-by":"publisher","DOI":"10.1109\/TAES.2013.6404119"},{"key":"S021800142150004XBIB023","doi-asserted-by":"publisher","DOI":"10.1142\/S021800141750029X"},{"key":"S021800142150004XBIB024","doi-asserted-by":"publisher","DOI":"10.3390\/s150818402"},{"key":"S021800142150004XBIB025","doi-asserted-by":"publisher","DOI":"10.3390\/rs10071054"},{"key":"S021800142150004XBIB026","doi-asserted-by":"publisher","DOI":"10.1142\/S0218001418500313"},{"key":"S021800142150004XBIB027","doi-asserted-by":"publisher","DOI":"10.3390\/s18051472"},{"key":"S021800142150004XBIB028","doi-asserted-by":"publisher","DOI":"10.1142\/S0218001408006909"},{"key":"S021800142150004XBIB029","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2011.2181521"},{"key":"S021800142150004XBIB030","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.1981.4767153"},{"key":"S021800142150004XBIB031","doi-asserted-by":"publisher","DOI":"10.1016\/j.asr.2015.04.006"},{"key":"S021800142150004XBIB032","doi-asserted-by":"publisher","DOI":"10.1016\/j.actaastro.2014.05.025"},{"key":"S021800142150004XBIB033","doi-asserted-by":"publisher","DOI":"10.1142\/S0218001418500283"},{"key":"S021800142150004XBIB034","doi-asserted-by":"publisher","DOI":"10.1007\/s11760-018-1349-y"},{"key":"S021800142150004XBIB035","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.1978.4310039"},{"key":"S021800142150004XBIB036","doi-asserted-by":"publisher","DOI":"10.1002\/j.1538-7305.1972.tb02693.x"},{"key":"S021800142150004XBIB037","doi-asserted-by":"publisher","DOI":"10.1016\/j.actaastro.2015.01.001"},{"key":"S021800142150004XBIB038","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2013.2263332"},{"key":"S021800142150004XBIB039","doi-asserted-by":"publisher","DOI":"10.1016\/j.asr.2015.09.024"},{"key":"S021800142150004XBIB040","doi-asserted-by":"publisher","DOI":"10.3390\/s17020233"},{"key":"S021800142150004XBIB041","doi-asserted-by":"publisher","DOI":"10.3390\/s19092168"},{"issue":"9","key":"S021800142150004XBIB042","first-page":"2616","volume":"35","author":"Yang H.","year":"2015","journal-title":"J. Comput. Appl."},{"key":"S021800142150004XBIB043","doi-asserted-by":"publisher","DOI":"10.3788\/gzxb20114003.0413"},{"key":"S021800142150004XBIB044","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2014.2334322"},{"key":"S021800142150004XBIB045","doi-asserted-by":"publisher","DOI":"10.3390\/rs11040382"},{"key":"S021800142150004XBIB046","first-page":"219","volume-title":"European Southern Observatory Conf. and Workshop Proc.","author":"Zhao J.","year":"1991"},{"key":"S021800142150004XBIB047","doi-asserted-by":"publisher","DOI":"10.3788\/OPE.20111910.2526"}],"container-title":["International Journal of Pattern Recognition and Artificial Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.worldscientific.com\/doi\/pdf\/10.1142\/S021800142150004X","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,3,8]],"date-time":"2021-03-08T10:06:56Z","timestamp":1615198016000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.worldscientific.com\/doi\/abs\/10.1142\/S021800142150004X"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,8,5]]},"references-count":47,"journal-issue":{"issue":"02","published-print":{"date-parts":[[2021,2]]}},"alternative-id":["10.1142\/S021800142150004X"],"URL":"https:\/\/doi.org\/10.1142\/s021800142150004x","relation":{},"ISSN":["0218-0014","1793-6381"],"issn-type":[{"type":"print","value":"0218-0014"},{"type":"electronic","value":"1793-6381"}],"subject":[],"published":{"date-parts":[[2020,8,5]]}}}