{"id":"https://openalex.org/W2800687863","doi":"https://doi.org/10.1117/12.2309469","title":"Comparison of classification algorithms for various methods of preprocessing radar images of the MSTAR base","display_name":"Comparison of classification algorithms for various methods of preprocessing radar images of the MSTAR base","publication_year":2018,"publication_date":"2018-04-13","ids":{"openalex":"https://openalex.org/W2800687863","doi":"https://doi.org/10.1117/12.2309469","mag":"2800687863"},"language":"en","primary_location":{"id":"doi:10.1117/12.2309469","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2309469","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Tenth International Conference on Machine Vision (ICMV 2017)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027970570","display_name":"Aleksandr Borodinov","orcid":"https://orcid.org/0000-0003-1281-8822"},"institutions":[{"id":"https://openalex.org/I3124489027","display_name":"Samara National Research University","ror":"https://ror.org/05ggagb37","country_code":"RU","type":"education","lineage":["https://openalex.org/I3124489027"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Aleksandr Borodinov","raw_affiliation_strings":["Samara National Research Univ. (Russian Federation)"],"affiliations":[{"raw_affiliation_string":"Samara National Research Univ. (Russian Federation)","institution_ids":["https://openalex.org/I3124489027"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056429209","display_name":"Vladislav Myasnikov","orcid":"https://orcid.org/0000-0002-6915-8119"},"institutions":[{"id":"https://openalex.org/I3124489027","display_name":"Samara National Research University","ror":"https://ror.org/05ggagb37","country_code":"RU","type":"education","lineage":["https://openalex.org/I3124489027"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Vladislav Myasnikov","raw_affiliation_strings":["Samara National Research Univ. (Russian Federation)"],"affiliations":[{"raw_affiliation_string":"Samara National Research Univ. (Russian Federation)","institution_ids":["https://openalex.org/I3124489027"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5027970570"],"corresponding_institution_ids":["https://openalex.org/I3124489027"],"apc_list":null,"apc_paid":null,"fwci":0.2434,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.59060195,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"38","issue":null,"first_page":"17","last_page":"17"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14438","display_name":"Advanced Scientific Research Methods","score":0.9797000288963318,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T14438","display_name":"Advanced Scientific Research Methods","score":0.9797000288963318,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13608","display_name":"Advanced Computational Techniques in Science and Engineering","score":0.9706000089645386,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7599794864654541},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6880718469619751},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5967404842376709},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.5879796147346497},{"id":"https://openalex.org/keywords/adaboost","display_name":"AdaBoost","score":0.5489445924758911},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.52864009141922},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5129292011260986},{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.48267462849617004},{"id":"https://openalex.org/keywords/hough-transform","display_name":"Hough transform","score":0.4616158902645111},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.4306584298610687},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.34085512161254883},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2304036021232605}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7599794864654541},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6880718469619751},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5967404842376709},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.5879796147346497},{"id":"https://openalex.org/C141404830","wikidata":"https://www.wikidata.org/wiki/Q2823869","display_name":"AdaBoost","level":3,"score":0.5489445924758911},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.52864009141922},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5129292011260986},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.48267462849617004},{"id":"https://openalex.org/C200518788","wikidata":"https://www.wikidata.org/wiki/Q195076","display_name":"Hough transform","level":3,"score":0.4616158902645111},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.4306584298610687},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.34085512161254883},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2304036021232605},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1117/12.2309469","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2309469","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Tenth International Conference on Machine Vision (ICMV 2017)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land","score":0.6899999976158142}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1970293672","https://openalex.org/W1977452704","https://openalex.org/W1988790447","https://openalex.org/W2125055259","https://openalex.org/W2142827986","https://openalex.org/W2535196975","https://openalex.org/W4239510810","https://openalex.org/W6678449394"],"related_works":["https://openalex.org/W2030098947","https://openalex.org/W1974777989","https://openalex.org/W2003466055","https://openalex.org/W2363834444","https://openalex.org/W2070077862","https://openalex.org/W2066503032","https://openalex.org/W3011239835","https://openalex.org/W4312534362","https://openalex.org/W3185760728","https://openalex.org/W2915047625"],"abstract_inverted_index":{"The":[0,74,84,99],"present":[1],"work":[2],"is":[3,78,86],"devoted":[4],"to":[5,80],"comparing":[6],"the":[7,10,15,37,41,44,55,60,82,90,93,102,105],"accuracy":[8],"of":[9,17,36,46,95,104],"known":[11],"qualification":[12],"algorithms":[13,63],"in":[14,40],"task":[16],"recognizing":[18],"local":[19],"objects":[20,91],"on":[21,54,89],"radar":[22,96],"images":[23,97],"for":[24],"various":[25],"image":[26,42,47],"preprocessing":[27],"methods.":[28],"Preprocessing":[29],"involves":[30],"speckle":[31],"noise":[32],"filtering":[33],"and":[34,49],"normalization":[35],"object":[38],"orientation":[39],"by":[43,50],"method":[45,52],"moments":[48],"a":[51],"based":[53],"Hough":[56],"transform.":[57],"In":[58],"comparison,":[59],"following":[61],"classification":[62],"are":[64],"used:":[65],"Decision":[66],"tree;":[67],"Support":[68],"vector":[69],"machine,":[70],"AdaBoost,":[71],"Random":[72],"forest.":[73],"principal":[75],"component":[76],"analysis":[77],"used":[79],"reduce":[81],"dimension.":[83],"research":[85],"carried":[87],"out":[88],"from":[92],"base":[94],"MSTAR.":[98],"paper":[100],"presents":[101],"results":[103],"conducted":[106],"studies.":[107]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}