{"id":"https://openalex.org/W2076321176","doi":"https://doi.org/10.1109/tgrs.2011.2160645","title":"A Simple and Robust Feature Point Matching Algorithm Based on Restricted Spatial Order Constraints for Aerial Image Registration","display_name":"A Simple and Robust Feature Point Matching Algorithm Based on Restricted Spatial Order Constraints for Aerial Image Registration","publication_year":2011,"publication_date":"2011-08-15","ids":{"openalex":"https://openalex.org/W2076321176","doi":"https://doi.org/10.1109/tgrs.2011.2160645","mag":"2076321176"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2011.2160645","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2011.2160645","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Geoscience and Remote Sensing","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/A5102779873","display_name":"Zhaoxia Liu","orcid":"https://orcid.org/0000-0003-1188-6823"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaoxia Liu","raw_affiliation_strings":["Information Science and Technology College, Dalian Maritime University, Dalian, China","Information Science and Technology College Dalian Maritime University  Dalian China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Science and Technology College, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]},{"raw_affiliation_string":"Information Science and Technology College Dalian Maritime University  Dalian China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089005116","display_name":"Jubai An","orcid":"https://orcid.org/0000-0002-8667-1168"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jubai An","raw_affiliation_strings":["Information Science and Technology College, Dalian Maritime University, Dalian, China","Information Science and Technology College Dalian Maritime University  Dalian China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Science and Technology College, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]},{"raw_affiliation_string":"Information Science and Technology College Dalian Maritime University  Dalian China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103497408","display_name":"Yu Jing","orcid":null},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Jing","raw_affiliation_strings":["Information Science and Technology College, Dalian Maritime University, Dalian, China","Information Science and Technology College Dalian Maritime University  Dalian China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Science and Technology College, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]},{"raw_affiliation_string":"Information Science and Technology College Dalian Maritime University  Dalian China","institution_ids":["https://openalex.org/I43313876"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I43313876"],"apc_list":null,"apc_paid":null,"fwci":6.6942,"has_fulltext":false,"cited_by_count":131,"citation_normalized_percentile":{"value":0.97487817,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"50","issue":"2","first_page":"514","last_page":"527"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9995999932289124,"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/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.9993000030517578,"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/T12292","display_name":"Graph Theory and Algorithms","score":0.9919000267982483,"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/ransac","display_name":"RANSAC","score":0.9159882664680481},{"id":"https://openalex.org/keywords/affine-transformation","display_name":"Affine transformation","score":0.7006661891937256},{"id":"https://openalex.org/keywords/point-set-registration","display_name":"Point set registration","score":0.695972204208374},{"id":"https://openalex.org/keywords/image-registration","display_name":"Image registration","score":0.6075542569160461},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.5895259976387024},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.5808863639831543},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5703030228614807},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5434714555740356},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.5036372542381287},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.5016031265258789},{"id":"https://openalex.org/keywords/aerial-image","display_name":"Aerial image","score":0.468091756105423},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.45043396949768066},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.43924883008003235},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.42697176337242126},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.419960618019104},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.36927708983421326},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.2531841993331909},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.21625161170959473}],"concepts":[{"id":"https://openalex.org/C114744707","wikidata":"https://www.wikidata.org/wiki/Q218533","display_name":"RANSAC","level":3,"score":0.9159882664680481},{"id":"https://openalex.org/C92757383","wikidata":"https://www.wikidata.org/wiki/Q382497","display_name":"Affine transformation","level":2,"score":0.7006661891937256},{"id":"https://openalex.org/C200336642","wikidata":"https://www.wikidata.org/wiki/Q15058706","display_name":"Point set registration","level":3,"score":0.695972204208374},{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.6075542569160461},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.5895259976387024},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.5808863639831543},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5703030228614807},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5434714555740356},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.5036372542381287},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5016031265258789},{"id":"https://openalex.org/C2776429412","wikidata":"https://www.wikidata.org/wiki/Q4688011","display_name":"Aerial image","level":3,"score":0.468091756105423},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.45043396949768066},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43924883008003235},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.42697176337242126},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.419960618019104},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.36927708983421326},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.2531841993331909},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.21625161170959473},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2011.2160645","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2011.2160645","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Geoscience and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.7099999785423279,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1594067494","https://openalex.org/W1995921081","https://openalex.org/W1997669059","https://openalex.org/W2021202955","https://openalex.org/W2033379850","https://openalex.org/W2049981393","https://openalex.org/W2053801720","https://openalex.org/W2085261163","https://openalex.org/W2090540577","https://openalex.org/W2100061857","https://openalex.org/W2100727593","https://openalex.org/W2107404323","https://openalex.org/W2116801532","https://openalex.org/W2117580457","https://openalex.org/W2122419177","https://openalex.org/W2128951809","https://openalex.org/W2134236847","https://openalex.org/W2136811977","https://openalex.org/W2137144630","https://openalex.org/W2145072179","https://openalex.org/W2146153806","https://openalex.org/W2147555557","https://openalex.org/W2150760714","https://openalex.org/W2151103935","https://openalex.org/W2152132697","https://openalex.org/W2154107515","https://openalex.org/W2158651746","https://openalex.org/W2162728434","https://openalex.org/W2165280182","https://openalex.org/W2171490473","https://openalex.org/W2172196609","https://openalex.org/W2174374693","https://openalex.org/W2177274842","https://openalex.org/W4231491379","https://openalex.org/W4298289213","https://openalex.org/W6681554747","https://openalex.org/W6682626539"],"related_works":["https://openalex.org/W2138951639","https://openalex.org/W2965051622","https://openalex.org/W2901117548","https://openalex.org/W1986076254","https://openalex.org/W2786306966","https://openalex.org/W2358402435","https://openalex.org/W2554642673","https://openalex.org/W1987868720","https://openalex.org/W2185309961","https://openalex.org/W2076321176"],"abstract_inverted_index":{"Accurate":[0],"point":[1,21,73],"matching":[2,22,74,83],"is":[3,30,70,75,85,110],"a":[4,16,96,107],"critical":[5],"and":[6,18,47,56,72,90,119,127,136,159,169],"challenging":[7],"process":[8],"in":[9],"feature-based":[10],"image":[11],"registration.":[12],"In":[13,51,101],"this":[14],"paper,":[15],"simple":[17],"robust":[19],"feature":[20],"algorithm,":[23],"called":[24],"Restricted":[25],"Spatial":[26,160],"Order":[27,161],"Constraints":[28,162],"(RSOC),":[29],"proposed":[31],"to":[32,87,103,145],"remove":[33],"outliers":[34],"for":[35],"registering":[36],"aerial":[37,141],"images":[38,142],"with":[39,95,150],"monotonous":[40],"backgrounds,":[41],"similar":[42],"patterns,":[43],"low":[44],"overlapping":[45],"areas,":[46],"large":[48],"affine":[49,67],"transformation.":[50],"RSOC,":[52],"both":[53],"local":[54],"structure":[55],"global":[57,98],"information":[58],"are":[59,143],"considered.":[60],"Based":[61],"on":[62],"adjacent":[63],"spatial":[64,116],"order,":[65],"an":[66,78],"invariant":[68],"descriptor":[69],"defined,":[71],"formulated":[76],"as":[77],"optimization":[79],"problem.":[80],"A":[81],"graph":[82],"method":[84],"used":[86],"solve":[88],"it":[89],"yields":[91],"two":[92,120],"matched":[93],"graphs":[94],"minimum":[97],"transformation":[99,130],"error.":[100,131],"order":[102,117],"eliminate":[104],"dubious":[105],"matches,":[106],"filtering":[108],"strategy":[109,113],"designed.":[111],"The":[112],"integrates":[114],"two-way":[115],"constraints":[118],"decision":[121],"criteria":[122],"restrictions,":[123],"i.e.,":[124],"the":[125,147,166],"stability":[126],"accuracy":[128],"of":[129,134],"Twenty-nine":[132],"pairs":[133],"optical":[135],"Synthetic":[137],"Aperture":[138],"Radar":[139],"(SAR)":[140],"utilized":[144],"evaluate":[146],"performance.":[148],"Compared":[149],"RANdom":[151],"SAmple":[152],"Consensus":[153],"(RANSAC),":[154],"Graph":[155],"Transformation":[156],"Matching":[157],"(GTM),":[158],"(SOC),":[163],"RSOC":[164],"obtained":[165],"highest":[167],"precision":[168],"stability.":[170]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":16},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":17},{"year":2016,"cited_by_count":14},{"year":2015,"cited_by_count":15},{"year":2014,"cited_by_count":16},{"year":2013,"cited_by_count":8},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}