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Our algorithm comprises two parts: the star edge matching for coarse matching of interstellar angular distances based on linear assignment, and the star point registration for precise matching of star vectors. This innovative combination of local edge generation and global matching approach achieves an impressive 97.83% identification accuracy, maintaining this performance even with a standard deviation of one pixel in image plane errors and up to five missing stars. A comprehensive approach involving both simulated and empirical experiments was employed to validate the algorithm\u2019s effectiveness. This integration of the visual imaging system and the self-attitude determination system offers potential benefits such as reduced space equipment weight, simplified satellite launch processes, and decreased maintenance costs.<\/jats:p>","DOI":"10.1364\/ao.517051","type":"journal-article","created":{"date-parts":[[2024,3,26]],"date-time":"2024-03-26T10:00:10Z","timestamp":1711447210000},"page":"3192","update-policy":"https:\/\/doi.org\/10.1364\/crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Robust and adaptive star identification algorithm based on linear assignment for multiple large field of view visual imaging systems"],"prefix":"10.1364","volume":"63","author":[{"given":"Guangyi","family":"Dai","sequence":"first","affiliation":[{"id":[{"id":"https:\/\/ror.org\/04xnqep60","id-type":"ROR","asserted-by":"publisher"}]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Qilin","family":"Liu","sequence":"additional","affiliation":[{"id":[{"id":"https:\/\/ror.org\/04xnqep60","id-type":"ROR","asserted-by":"publisher"}]},{"name":"Changchun University of Science and Technology"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lei","family":"Deng","sequence":"additional","affiliation":[{"id":[{"id":"https:\/\/ror.org\/04xnqep60","id-type":"ROR","asserted-by":"publisher"}]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Peng","family":"Sun","sequence":"additional","affiliation":[{"id":[{"id":"https:\/\/ror.org\/04xnqep60","id-type":"ROR","asserted-by":"publisher"}]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bixi","family":"Yan","sequence":"additional","affiliation":[{"id":[{"id":"https:\/\/ror.org\/04xnqep60","id-type":"ROR","asserted-by":"publisher"}]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jun","family":"Wang","sequence":"additional","affiliation":[{"id":[{"id":"https:\/\/ror.org\/04xnqep60","id-type":"ROR","asserted-by":"publisher"}]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mingli","family":"Dong","sequence":"additional","affiliation":[{"id":[{"id":"https:\/\/ror.org\/04xnqep60","id-type":"ROR","asserted-by":"publisher"}]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"285","published-online":{"date-parts":[[2024,4,16]]},"reference":[{"key":"ao-63-12-3192-R1","doi-asserted-by":"publisher","first-page":"8248","DOI":"10.1364\/AO.470116","volume":"61","author":"Wang","year":"2022","journal-title":"Appl. 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