{"id":"https://openalex.org/W3036919999","doi":"https://doi.org/10.1109/icccs49078.2020.9118480","title":"Evaluation of Image Feature Detection and Matching Algorithms","display_name":"Evaluation of Image Feature Detection and Matching Algorithms","publication_year":2020,"publication_date":"2020-05-01","ids":{"openalex":"https://openalex.org/W3036919999","doi":"https://doi.org/10.1109/icccs49078.2020.9118480","mag":"3036919999"},"language":"en","primary_location":{"id":"doi:10.1109/icccs49078.2020.9118480","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccs49078.2020.9118480","pdf_url":null,"source":{"id":"https://openalex.org/S4306498617","display_name":"2020 5th International Conference on Computer and Communication Systems (ICCCS)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 5th International Conference on Computer and Communication Systems (ICCCS)","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/A5109423260","display_name":"Yiwen Ou","orcid":"https://orcid.org/0000-0002-4341-9632"},"institutions":[{"id":"https://openalex.org/I83791580","display_name":"Fujian University of Technology","ror":"https://ror.org/03c8fdb16","country_code":"CN","type":"education","lineage":["https://openalex.org/I83791580"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yiwen Ou","raw_affiliation_strings":["School of Information Science and Engineering, Fujian University of Technology, Fuzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Fujian University of Technology, Fuzhou, China","institution_ids":["https://openalex.org/I83791580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070124104","display_name":"Zhiming Cai","orcid":"https://orcid.org/0000-0003-0149-165X"},"institutions":[{"id":"https://openalex.org/I83791580","display_name":"Fujian University of Technology","ror":"https://ror.org/03c8fdb16","country_code":"CN","type":"education","lineage":["https://openalex.org/I83791580"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiming Cai","raw_affiliation_strings":["National Demonstration Center for Experimental Electronic Information and Electrical Technology Education, Fujian University of Technology, Fuzhou, China"],"affiliations":[{"raw_affiliation_string":"National Demonstration Center for Experimental Electronic Information and Electrical Technology Education, Fujian University of Technology, Fuzhou, China","institution_ids":["https://openalex.org/I83791580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100648618","display_name":"Jian L\u00fc","orcid":"https://orcid.org/0000-0003-0306-5101"},"institutions":[{"id":"https://openalex.org/I83791580","display_name":"Fujian University of Technology","ror":"https://ror.org/03c8fdb16","country_code":"CN","type":"education","lineage":["https://openalex.org/I83791580"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Lu","raw_affiliation_strings":["School of Information Science and Engineering, Fujian University of Technology, Fuzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Fujian University of Technology, Fuzhou, China","institution_ids":["https://openalex.org/I83791580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058247868","display_name":"Jian Dong","orcid":"https://orcid.org/0000-0002-6624-2825"},"institutions":[{"id":"https://openalex.org/I83791580","display_name":"Fujian University of Technology","ror":"https://ror.org/03c8fdb16","country_code":"CN","type":"education","lineage":["https://openalex.org/I83791580"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Dong","raw_affiliation_strings":["School of Information Science and Engineering, Fujian University of Technology, Fuzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Fujian University of Technology, Fuzhou, China","institution_ids":["https://openalex.org/I83791580"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063981416","display_name":"Yufeng Ling","orcid":null},"institutions":[{"id":"https://openalex.org/I83791580","display_name":"Fujian University of Technology","ror":"https://ror.org/03c8fdb16","country_code":"CN","type":"education","lineage":["https://openalex.org/I83791580"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yufeng Ling","raw_affiliation_strings":["School of Information Science and Engineering, Fujian University of Technology, Fuzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Fujian University of Technology, Fuzhou, China","institution_ids":["https://openalex.org/I83791580"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5109423260"],"corresponding_institution_ids":["https://openalex.org/I83791580"],"apc_list":null,"apc_paid":null,"fwci":0.2453,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.55584843,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"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":0.9998000264167786,"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":0.9998000264167786,"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":0.9994999766349792,"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/T12549","display_name":"Image and Object Detection Techniques","score":0.9951000213623047,"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/computer-science","display_name":"Computer science","score":0.6965571045875549},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5912300944328308},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.57489013671875},{"id":"https://openalex.org/keywords/feature-detection","display_name":"Feature detection (computer vision)","score":0.5338837504386902},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5079618096351624},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.5053815841674805},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4980952739715576},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.49517884850502014},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.49475711584091187},{"id":"https://openalex.org/keywords/feature-matching","display_name":"Feature matching","score":0.4274235665798187},{"id":"https://openalex.org/keywords/image-matching","display_name":"Image matching","score":0.417250394821167},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.38803404569625854},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.30101341009140015},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13656538724899292}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6965571045875549},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5912300944328308},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.57489013671875},{"id":"https://openalex.org/C126422989","wikidata":"https://www.wikidata.org/wiki/Q93586","display_name":"Feature detection (computer vision)","level":4,"score":0.5338837504386902},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5079618096351624},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5053815841674805},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4980952739715576},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.49517884850502014},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.49475711584091187},{"id":"https://openalex.org/C2983787585","wikidata":"https://www.wikidata.org/wiki/Q93586","display_name":"Feature matching","level":3,"score":0.4274235665798187},{"id":"https://openalex.org/C2986492983","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image matching","level":3,"score":0.417250394821167},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.38803404569625854},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.30101341009140015},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13656538724899292},{"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccs49078.2020.9118480","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccs49078.2020.9118480","pdf_url":null,"source":{"id":"https://openalex.org/S4306498617","display_name":"2020 5th International Conference on Computer and Communication Systems (ICCCS)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 5th International Conference on Computer and Communication Systems (ICCCS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1612997784","https://openalex.org/W1677409904","https://openalex.org/W1866250967","https://openalex.org/W2048710758","https://openalex.org/W2115579991","https://openalex.org/W2119605622","https://openalex.org/W2124321582","https://openalex.org/W2124386111","https://openalex.org/W2141584146","https://openalex.org/W2151103935","https://openalex.org/W2344474200","https://openalex.org/W2527379740","https://openalex.org/W2535547924","https://openalex.org/W2564353599","https://openalex.org/W2913429812","https://openalex.org/W2963288928","https://openalex.org/W3102327032","https://openalex.org/W3103648783","https://openalex.org/W6639044868"],"related_works":["https://openalex.org/W2786306966","https://openalex.org/W2534909612","https://openalex.org/W2475750579","https://openalex.org/W1995188412","https://openalex.org/W2045364159","https://openalex.org/W2379581614","https://openalex.org/W2387683219","https://openalex.org/W4297100968","https://openalex.org/W2544384430","https://openalex.org/W2056245316"],"abstract_inverted_index":{"Image":[0],"features":[1,26],"detection":[2],"and":[3,21,40,79,121,137],"matching":[4,105],"algorithms":[5,69],"play":[6],"an":[7],"important":[8],"role":[9],"in":[10],"the":[11,18,25,31,38,65,89],"field":[12],"of":[13,24,43,67,100,104,111,117],"machine":[14],"vision.":[15],"Among":[16],"them,":[17],"computational":[19],"efficiency":[20],"robust":[22],"performance":[23],"detector":[27],"descriptor":[28],"selected":[29],"by":[30],"algorithm":[32,132],"have":[33],"a":[34],"great":[35],"impact":[36],"on":[37],"accuracy":[39],"time":[41,99,103],"consumption":[42],"image":[44],"matching.":[45],"This":[46],"paper":[47],"comprehensively":[48],"evaluates":[49],"typical":[50],"SIFT,":[51],"SURF,":[52],"ORB,":[53],"BRISK,":[54],"KAZE,":[55],"AKAZE":[56],"algorithms.":[57,94],"The":[58,95],"Oxford":[59],"dataset":[60],"is":[61,84],"used":[62,86],"to":[63,87],"compare":[64,88],"robustness":[66],"various":[68],"under":[70],"illumination":[71],"transformation,":[72,74,76,78],"rotation":[73],"scale":[75],"blur":[77],"viewpoint":[80],"transformation.":[81],"Jitter":[82],"video":[83],"also":[85],"anti-jitter":[90],"ability":[91],"for":[92],"these":[93],"indicators":[96],"compared":[97],"include:":[98],"detecting":[101],"features,":[102],"images,":[106],"total":[107],"running":[108],"time,":[109],"number":[110,116],"detected":[112],"feature":[113,119],"points,":[114,120],"accuracy,":[115],"repeated":[118],"repetition":[122],"rate.":[123],"Experimental":[124],"results":[125],"show":[126],"that,":[127],"Under":[128],"different":[129],"transformations,":[130],"each":[131],"has":[133],"its":[134],"own":[135],"advantages":[136],"disadvantages.":[138]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}