{"id":"https://openalex.org/W2955731517","doi":"https://doi.org/10.1109/access.2019.2925401","title":"DNF: Feature Point Matching Pairs Filter Based on Descriptor Net","display_name":"DNF: Feature Point Matching Pairs Filter Based on Descriptor Net","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2955731517","doi":"https://doi.org/10.1109/access.2019.2925401","mag":"2955731517"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2925401","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2925401","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08747438.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08747438.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102210956","display_name":"Feng Ye","orcid":"https://orcid.org/0009-0009-6076-8250"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Feng Ye","raw_affiliation_strings":["School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069746701","display_name":"Lingfeng Su","orcid":"https://orcid.org/0000-0002-5656-7896"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lingfeng Su","raw_affiliation_strings":["School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-5656-7896","affiliations":[{"raw_affiliation_string":"School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102206301","display_name":"Yizong Lai","orcid":null},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yizong Lai","raw_affiliation_strings":["School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5102210956"],"corresponding_institution_ids":["https://openalex.org/I90610280"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05777988,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"7","issue":null,"first_page":"87561","last_page":"87573"},"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":0.9998999834060669,"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":0.9998999834060669,"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":0.9998000264167786,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9925000071525574,"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":0.6837463974952698},{"id":"https://openalex.org/keywords/affine-transformation","display_name":"Affine transformation","score":0.6535316705703735},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.6356198787689209},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5899922847747803},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5812181234359741},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5782361030578613},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.5407845973968506},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5129513144493103},{"id":"https://openalex.org/keywords/point-set-registration","display_name":"Point set registration","score":0.46470513939857483},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4635903239250183},{"id":"https://openalex.org/keywords/invariant","display_name":"Invariant (physics)","score":0.41367167234420776},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3748197555541992},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.29808637499809265}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6837463974952698},{"id":"https://openalex.org/C92757383","wikidata":"https://www.wikidata.org/wiki/Q382497","display_name":"Affine transformation","level":2,"score":0.6535316705703735},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.6356198787689209},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5899922847747803},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5812181234359741},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5782361030578613},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.5407845973968506},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5129513144493103},{"id":"https://openalex.org/C200336642","wikidata":"https://www.wikidata.org/wiki/Q15058706","display_name":"Point set registration","level":3,"score":0.46470513939857483},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4635903239250183},{"id":"https://openalex.org/C190470478","wikidata":"https://www.wikidata.org/wiki/Q2370229","display_name":"Invariant (physics)","level":2,"score":0.41367167234420776},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3748197555541992},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.29808637499809265},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C37914503","wikidata":"https://www.wikidata.org/wiki/Q156495","display_name":"Mathematical physics","level":1,"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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2925401","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2925401","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08747438.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:4a01547aac5a44049ef7403a7238fa1f","is_oa":true,"landing_page_url":"https://doaj.org/article/4a01547aac5a44049ef7403a7238fa1f","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 87561-87573 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2925401","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2925401","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08747438.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4340561306","display_name":null,"funder_award_id":"2016A010106005","funder_id":"https://openalex.org/F4320324202","funder_display_name":"Guangdong Science and Technology Department"}],"funders":[{"id":"https://openalex.org/F4320324202","display_name":"Guangdong Science and Technology Department","ror":"https://ror.org/00tjzgn92"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2955731517.pdf","grobid_xml":"https://content.openalex.org/works/W2955731517.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W1491719799","https://openalex.org/W1921947585","https://openalex.org/W1923390179","https://openalex.org/W1967973024","https://openalex.org/W1968563422","https://openalex.org/W1971129991","https://openalex.org/W1977494291","https://openalex.org/W1979798001","https://openalex.org/W1980911747","https://openalex.org/W2011039300","https://openalex.org/W2013603106","https://openalex.org/W2020619232","https://openalex.org/W2052094314","https://openalex.org/W2054511520","https://openalex.org/W2057175746","https://openalex.org/W2085261163","https://openalex.org/W2111569598","https://openalex.org/W2117228865","https://openalex.org/W2119605622","https://openalex.org/W2122314461","https://openalex.org/W2123212074","https://openalex.org/W2132341613","https://openalex.org/W2141584146","https://openalex.org/W2151103935","https://openalex.org/W2177274842","https://openalex.org/W2211874131","https://openalex.org/W2251436415","https://openalex.org/W2297633669","https://openalex.org/W2343970360","https://openalex.org/W2468932261","https://openalex.org/W2550312906","https://openalex.org/W2562628086","https://openalex.org/W2737619672","https://openalex.org/W2742908441","https://openalex.org/W2790710581","https://openalex.org/W2805006684","https://openalex.org/W2902137659","https://openalex.org/W2963748588","https://openalex.org/W6629564929"],"related_works":["https://openalex.org/W2358402435","https://openalex.org/W3007907811","https://openalex.org/W2372251801","https://openalex.org/W1988402223","https://openalex.org/W2525395246","https://openalex.org/W1986076254","https://openalex.org/W2180439206","https://openalex.org/W2621707713","https://openalex.org/W2059775529","https://openalex.org/W1814305722"],"abstract_inverted_index":{"Wide-baseline":[0],"image":[1,34,50],"registration":[2],"under":[3],"out-of-plane":[4],"rotation":[5],"and":[6,36,44,117,132,148],"larger":[7],"viewpoint":[8],"change":[9],"is":[10,42,88,100],"still":[11],"challenging.":[12],"Most":[13],"of":[14,33,49,70,113],"the":[15,30,40,47,89,98,101,111,141,145],"commonly":[16],"used":[17],"matching":[18,61,85,91,103,146],"algorithms":[19],"are":[20],"not":[21],"invariant":[22],"to":[23,83],"affine":[24],"transformation.":[25],"They":[26],"heavily":[27],"rely":[28],"on":[29,65,106,128],"local":[31,90,96,115],"features":[32],"patches":[35],"ignore":[37],"global":[38,66,102],"information,":[39],"mismatch":[41],"inevitable":[43],"greatly":[45],"affect":[46],"accuracy":[48],"registration.":[51],"To":[52],"address":[53],"this":[54],"issue,":[55],"we":[56],"propose":[57],"a":[58],"feature":[59,71,116],"point":[60],"pair":[62],"filter":[63],"based":[64],"spatial":[67],"position":[68],"correspondences":[69],"points,":[72],"coined":[73],"Descriptor":[74],"Net":[75],"Filter":[76],"(DNF).":[77],"We":[78],"put":[79],"forward":[80],"two":[81],"criteria":[82],"evaluate":[84],"quality.":[86],"One":[87],"quality":[92,104],"computed":[93],"by":[94],"independent":[95],"feature,":[97],"other":[99],"relying":[105],"geometric":[107,119],"network":[108],"constraint.":[109],"Combining":[110],"advantages":[112],"both":[114,129],"large-scale":[118],"constraint,":[120],"our":[121],"method":[122],"removes":[123],"mismatches":[124],"effectively.":[125],"The":[126],"experiments":[127],"planar":[130],"scenes":[131],"3D":[133],"objects":[134],"from":[135],"several":[136],"standard":[137],"datasets":[138],"show":[139],"that":[140],"DNF":[142],"significantly":[143],"enhances":[144],"precision":[147],"retains":[149],"more":[150],"correct":[151],"matches":[152],"as":[153],"well.":[154]},"counts_by_year":[],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}