{"id":"https://openalex.org/W2094088596","doi":"https://doi.org/10.1142/s0218001403002782","title":"COMBINING EXTREMAL OPTIMIZATION WITH SINGULAR VALUE DECOMPOSITION FOR EFFECTIVE POINT MATCHING","display_name":"COMBINING EXTREMAL OPTIMIZATION WITH SINGULAR VALUE DECOMPOSITION FOR EFFECTIVE POINT MATCHING","publication_year":2003,"publication_date":"2003-11-01","ids":{"openalex":"https://openalex.org/W2094088596","doi":"https://doi.org/10.1142/s0218001403002782","mag":"2094088596"},"language":"en","primary_location":{"id":"doi:10.1142/s0218001403002782","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218001403002782","pdf_url":null,"source":{"id":"https://openalex.org/S41486457","display_name":"International Journal of Pattern Recognition and Artificial Intelligence","issn_l":"0218-0014","issn":["0218-0014","1793-6381"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Pattern Recognition and Artificial Intelligence","raw_type":"journal-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/A5084412445","display_name":"Souham Meshoul","orcid":"https://orcid.org/0000-0002-9072-5878"},"institutions":[{"id":"https://openalex.org/I125485651","display_name":"University Fr\u00e8res Mentouri Constantine 1","ror":"https://ror.org/017wv6808","country_code":"DZ","type":"education","lineage":["https://openalex.org/I125485651"]},{"id":"https://openalex.org/I4391767747","display_name":"University of Constantine 3","ror":"https://ror.org/04wk25q62","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4391767747"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"SOUHAM MESHOUL","raw_affiliation_strings":["Computer Vision Group, LIRE Laboratory, Mentouri University of Constantine, Constantine, 25000, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Vision Group, LIRE Laboratory, Mentouri University of Constantine, Constantine, 25000, Algeria","institution_ids":["https://openalex.org/I125485651","https://openalex.org/I4391767747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063976278","display_name":"Mohamed Batouche","orcid":"https://orcid.org/0000-0002-2456-7859"},"institutions":[{"id":"https://openalex.org/I125485651","display_name":"University Fr\u00e8res Mentouri Constantine 1","ror":"https://ror.org/017wv6808","country_code":"DZ","type":"education","lineage":["https://openalex.org/I125485651"]},{"id":"https://openalex.org/I4391767747","display_name":"University of Constantine 3","ror":"https://ror.org/04wk25q62","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4391767747"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"MOHAMED BATOUCHE","raw_affiliation_strings":["Computer Vision Group, LIRE Laboratory, Mentouri University of Constantine, Constantine, 25000, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Vision Group, LIRE Laboratory, Mentouri University of Constantine, Constantine, 25000, Algeria","institution_ids":["https://openalex.org/I125485651","https://openalex.org/I4391767747"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":10.0454,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.98108842,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":"17","issue":"07","first_page":"1111","last_page":"1126"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12549","display_name":"Image and Object Detection Techniques","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/outlier","display_name":"Outlier","score":0.7564666867256165},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.7048817873001099},{"id":"https://openalex.org/keywords/singular-value-decomposition","display_name":"Singular value decomposition","score":0.599307656288147},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5894394516944885},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5667429566383362},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5557827949523926},{"id":"https://openalex.org/keywords/point-set-registration","display_name":"Point set registration","score":0.5524371266365051},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5389256477355957},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.4738612174987793},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.47148916125297546},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4302307963371277},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.42048269510269165},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.38586246967315674},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37994933128356934},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3279578983783722}],"concepts":[{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.7564666867256165},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.7048817873001099},{"id":"https://openalex.org/C22789450","wikidata":"https://www.wikidata.org/wiki/Q420904","display_name":"Singular value decomposition","level":2,"score":0.599307656288147},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5894394516944885},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5667429566383362},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5557827949523926},{"id":"https://openalex.org/C200336642","wikidata":"https://www.wikidata.org/wiki/Q15058706","display_name":"Point set registration","level":3,"score":0.5524371266365051},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5389256477355957},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.4738612174987793},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.47148916125297546},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4302307963371277},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.42048269510269165},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.38586246967315674},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37994933128356934},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3279578983783722},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218001403002782","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218001403002782","pdf_url":null,"source":{"id":"https://openalex.org/S41486457","display_name":"International Journal of Pattern Recognition and Artificial Intelligence","issn_l":"0218-0014","issn":["0218-0014","1793-6381"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Pattern Recognition and Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1548836129","https://openalex.org/W1963623641","https://openalex.org/W1966151890","https://openalex.org/W1977316910","https://openalex.org/W1983539822","https://openalex.org/W2009086487","https://openalex.org/W2032167559","https://openalex.org/W2036296461","https://openalex.org/W2043035450","https://openalex.org/W2046269998","https://openalex.org/W2071142568","https://openalex.org/W2072692661","https://openalex.org/W2075045862","https://openalex.org/W2078035104","https://openalex.org/W2093057702","https://openalex.org/W2093423051","https://openalex.org/W2154422144","https://openalex.org/W2169803254","https://openalex.org/W2170123469","https://openalex.org/W2478227765","https://openalex.org/W2963332217","https://openalex.org/W3021282624","https://openalex.org/W4298294117"],"related_works":["https://openalex.org/W2799105768","https://openalex.org/W2786306966","https://openalex.org/W2353624109","https://openalex.org/W2366393194","https://openalex.org/W2385593246","https://openalex.org/W2393909423","https://openalex.org/W2085818817","https://openalex.org/W2016145238","https://openalex.org/W2381995256","https://openalex.org/W1967533295"],"abstract_inverted_index":{"Feature":[0],"point":[1,61,148],"matching":[2,99,112],"is":[3,14,94,107],"a":[4,45,77,120,127],"key":[5],"step":[6],"for":[7],"most":[8],"problems":[9],"in":[10,31,41,52],"computer":[11],"vision.":[12],"It":[13],"an":[15,97],"ill-posed":[16],"problem":[17,51],"and":[18,33,117,141],"suffers":[19],"from":[20],"combinatorial":[21],"complexity":[22],"which":[23,81],"becomes":[24],"even":[25],"more":[26],"critical":[27],"with":[28,76],"the":[29,34,70,92,102,105,110,135,138],"increase":[30],"data":[32,132],"presence":[35],"of":[36,58,72,85,91,104,130,137],"outliers.":[37],"The":[38,89],"work":[39],"covered":[40],"this":[42,50],"paper":[43],"describes":[44],"new":[46],"framework":[47,68],"to":[48,54,64,95,108,144],"solve":[49],"order":[53],"achieve":[55,145],"robust":[56],"registration":[57],"two":[59],"feature":[60,147],"sets":[62],"assumed":[63],"be":[65],"available.":[66],"This":[67],"combines":[69],"use":[71],"extremal":[73],"optimization":[74],"heuristic":[75],"clever":[78],"startup":[79],"routine":[80],"exploits":[82],"some":[83],"properties":[84],"singular":[86],"value":[87],"decomposition.":[88],"role":[90,103],"latter":[93],"produce":[96],"interesting":[98],"configuration":[100],"whereas":[101],"former":[106],"refine":[109],"initial":[111],"by":[113],"generating":[114],"hypothetical":[115],"matches":[116],"outliers":[118],"using":[119],"far-from-equilibrium":[121],"based":[122],"stochastic":[123],"rule.":[124],"Experiments":[125],"on":[126],"wide":[128],"range":[129],"real":[131],"have":[133],"shown":[134],"effectiveness":[136],"proposed":[139],"method":[140],"its":[142],"ability":[143],"reliable":[146],"matching.":[149]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}