{"id":"https://openalex.org/W2997319621","doi":"https://doi.org/10.1109/tip.2019.2962678","title":"Image Feature Correspondence Selection: A Comparative Study and a New Contribution","display_name":"Image Feature Correspondence Selection: A Comparative Study and a New Contribution","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W2997319621","doi":"https://doi.org/10.1109/tip.2019.2962678","mag":"2997319621","pmid":"https://pubmed.ncbi.nlm.nih.gov/31905137"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2019.2962678","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2019.2962678","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5100351992","display_name":"Chen Zhao","orcid":"https://orcid.org/0000-0001-9843-6758"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chen Zhao","raw_affiliation_strings":["School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036358447","display_name":"Zhiguo Cao","orcid":"https://orcid.org/0000-0002-9223-1863"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiguo Cao","raw_affiliation_strings":["School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100619615","display_name":"Jiaqi Yang","orcid":"https://orcid.org/0000-0002-2071-2457"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaqi Yang","raw_affiliation_strings":["School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China","School of Computer Science, Northwestern Polytechnical University, Xi\u2019an, China","School of Computer Science, Northwestern Polytechnical University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"School of Computer Science, Northwestern Polytechnical University, Xi\u2019an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Computer Science, Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041554011","display_name":"Ke Xian","orcid":"https://orcid.org/0000-0002-0884-5126"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ke Xian","raw_affiliation_strings":["School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100354039","display_name":"Xin Li","orcid":"https://orcid.org/0000-0003-2067-2763"},"institutions":[{"id":"https://openalex.org/I12097938","display_name":"West Virginia University","ror":"https://ror.org/011vxgd24","country_code":"US","type":"education","lineage":["https://openalex.org/I12097938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xin Li","raw_affiliation_strings":["Lane Department of Computer Science and Electrical Engineering, West Virginia University, Morgantown, USA"],"affiliations":[{"raw_affiliation_string":"Lane Department of Computer Science and Electrical Engineering, West Virginia University, Morgantown, USA","institution_ids":["https://openalex.org/I12097938"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100351992"],"corresponding_institution_ids":["https://openalex.org/I47720641"],"apc_list":null,"apc_paid":null,"fwci":1.8648,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.87662876,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"29","issue":null,"first_page":"3506","last_page":"3519"},"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":1.0,"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":1.0,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9993000030517578,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9954000115394592,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.6562894582748413},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6410309076309204},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5777459740638733},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5653791427612305},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.508775532245636},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.47169971466064453},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4690466523170471},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.45077040791511536},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.40863439440727234},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3717304468154907},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.34860748052597046}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6562894582748413},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6410309076309204},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5777459740638733},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5653791427612305},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.508775532245636},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.47169971466064453},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4690466523170471},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.45077040791511536},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.40863439440727234},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3717304468154907},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.34860748052597046},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tip.2019.2962678","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2019.2962678","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","raw_type":"journal-article"},{"id":"pmid:31905137","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31905137","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on image processing : a publication of the IEEE Signal Processing Society","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2885069300","display_name":null,"funder_award_id":"61876211","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W166547715","https://openalex.org/W1496395994","https://openalex.org/W1561329191","https://openalex.org/W1587878450","https://openalex.org/W1953691509","https://openalex.org/W1980911747","https://openalex.org/W1995266040","https://openalex.org/W2022879247","https://openalex.org/W2024039087","https://openalex.org/W2044373869","https://openalex.org/W2046434485","https://openalex.org/W2049633694","https://openalex.org/W2052094314","https://openalex.org/W2054511520","https://openalex.org/W2067956279","https://openalex.org/W2071730188","https://openalex.org/W2085261163","https://openalex.org/W2099363089","https://openalex.org/W2099927035","https://openalex.org/W2101639445","https://openalex.org/W2106199912","https://openalex.org/W2107703225","https://openalex.org/W2108598243","https://openalex.org/W2109200236","https://openalex.org/W2111073598","https://openalex.org/W2117228865","https://openalex.org/W2124386111","https://openalex.org/W2124868070","https://openalex.org/W2125434107","https://openalex.org/W2126060993","https://openalex.org/W2129201358","https://openalex.org/W2130017587","https://openalex.org/W2130502925","https://openalex.org/W2130871783","https://openalex.org/W2133059825","https://openalex.org/W2135245997","https://openalex.org/W2151103935","https://openalex.org/W2166820607","https://openalex.org/W2167999499","https://openalex.org/W2168104347","https://openalex.org/W2172188317","https://openalex.org/W2177274842","https://openalex.org/W2251436415","https://openalex.org/W2270425654","https://openalex.org/W2296661036","https://openalex.org/W2579352318","https://openalex.org/W2594105920","https://openalex.org/W2605618441","https://openalex.org/W2679426462","https://openalex.org/W2737652487","https://openalex.org/W2754925132","https://openalex.org/W2962828767","https://openalex.org/W2968508338","https://openalex.org/W3016915633","https://openalex.org/W3122924345","https://openalex.org/W4248018214","https://openalex.org/W6675328369","https://openalex.org/W6679865083"],"related_works":["https://openalex.org/W3147584709","https://openalex.org/W2977677679","https://openalex.org/W2380784125","https://openalex.org/W1992327129","https://openalex.org/W2381986121","https://openalex.org/W3004057759","https://openalex.org/W2370918718","https://openalex.org/W2889085215","https://openalex.org/W4386564352","https://openalex.org/W2952668426"],"abstract_inverted_index":{"Image":[0],"feature":[1],"correspondence":[2,19,65,129,158],"selection":[3,20,66,130,159],"is":[4],"pivotal":[5],"to":[6,14,45,57,78,147,166,174],"many":[7,18],"computer":[8],"vision":[9],"tasks":[10],"from":[11],"object":[12],"recognition":[13],"3D":[15],"reconstruction.":[16],"Although":[17],"algorithms":[21,67,131],"have":[22,82,123],"been":[23],"developed":[24],"in":[25,37,132],"the":[26,38,47,125,149,168,179],"past":[27],"decade,":[28],"there":[29],"still":[30],"lacks":[31],"an":[32],"in-depth":[33],"evaluation":[34],"and":[35,72,88,119,142],"comparison":[36],"open":[39],"literature,":[40],"which":[41,177],"makes":[42],"it":[43],"difficult":[44],"choose":[46],"appropriate":[48],"algorithm":[49],"for":[50,186],"a":[51,100],"specific":[52],"application.":[53],"This":[54],"paper":[55],"attempts":[56],"fill":[58],"this":[59],"gap":[60],"by":[61,155],"evaluating":[62],"eight":[63,152],"competing":[64,128,153],"including":[68,106],"both":[69],"classical":[70],"methods":[71,154,185],"current":[73],"state-of-the-art":[74],"ones.":[75],"In":[76],"addition":[77],"preselected":[79],"correspondences,":[80],"we":[81,145],"compared":[83],"different":[84,116],"combinations":[85],"of":[86,96,103,127,134,151,170,181],"detector":[87],"descriptor":[89],"on":[90],"four":[91,135],"standard":[92],"datasets.":[93],"The":[94],"diversity":[95],"those":[97,184],"datasets":[98],"cover":[99],"wide":[101],"range":[102],"uncertainty":[104],"factors":[105],"zoom,":[107],"rotation,":[108],"blur,":[109],"viewpoint":[110],"change,":[111,115],"JPEG":[112],"compression,":[113],"light":[114],"rendering":[117],"styles":[118],"multiple":[120],"structures.":[121],"We":[122],"measured":[124],"quality":[126],"terms":[133],"performance":[136],"metrics":[137],"-i.e.,":[138],"precision,":[139],"recall,":[140],"F-measure":[141],"efficiency.":[143],"Moreover,":[144],"propose":[146],"combine":[148],"strengths":[150],"combining":[156,183],"their":[157],"results.":[160],"Extensive":[161],"experimental":[162],"results":[163],"are":[164],"reported":[165],"demonstrate":[167],"superiority":[169],"several":[171],"fusion":[172],"strategies":[173],"individual":[175],"methods,":[176],"suggests":[178],"possibility":[180],"adaptively":[182],"even":[187],"better":[188],"performance.":[189]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}
