{"id":"https://openalex.org/W3107940719","doi":"https://doi.org/10.3390/rs12233886","title":"Evaluating Feature Extraction Methods with Synthetic Noise Patterns for Image-Based Modelling of Texture-Less Objects","display_name":"Evaluating Feature Extraction Methods with Synthetic Noise Patterns for Image-Based Modelling of Texture-Less Objects","publication_year":2020,"publication_date":"2020-11-27","ids":{"openalex":"https://openalex.org/W3107940719","doi":"https://doi.org/10.3390/rs12233886","mag":"3107940719"},"language":"en","primary_location":{"id":"doi:10.3390/rs12233886","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12233886","pdf_url":null,"source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/rs12233886","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027661179","display_name":"Jahanzeb Hafeez","orcid":"https://orcid.org/0000-0001-8474-6034"},"institutions":[{"id":"https://openalex.org/I161024014","display_name":"Kwangwoon University","ror":"https://ror.org/02e9zc863","country_code":"KR","type":"education","lineage":["https://openalex.org/I161024014"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jahanzeb Hafeez","raw_affiliation_strings":["Department of Plasma Bio Display, Kwangwoon University, Seoul 01897, Korea"],"affiliations":[{"raw_affiliation_string":"Department of Plasma Bio Display, Kwangwoon University, Seoul 01897, Korea","institution_ids":["https://openalex.org/I161024014"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100405199","display_name":"Jae-Hyun Lee","orcid":"https://orcid.org/0000-0001-9396-4826"},"institutions":[{"id":"https://openalex.org/I161024014","display_name":"Kwangwoon University","ror":"https://ror.org/02e9zc863","country_code":"KR","type":"education","lineage":["https://openalex.org/I161024014"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jaehyun Lee","raw_affiliation_strings":["Department of Plasma Bio Display, Kwangwoon University, Seoul 01897, Korea"],"affiliations":[{"raw_affiliation_string":"Department of Plasma Bio Display, Kwangwoon University, Seoul 01897, Korea","institution_ids":["https://openalex.org/I161024014"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044901165","display_name":"Soonchul Kwon","orcid":"https://orcid.org/0000-0001-6595-6415"},"institutions":[{"id":"https://openalex.org/I161024014","display_name":"Kwangwoon University","ror":"https://ror.org/02e9zc863","country_code":"KR","type":"education","lineage":["https://openalex.org/I161024014"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Soonchul Kwon","raw_affiliation_strings":["Graduate School of Smart Convergence, Kwangwoon University, Seoul 01897, Korea"],"affiliations":[{"raw_affiliation_string":"Graduate School of Smart Convergence, Kwangwoon University, Seoul 01897, Korea","institution_ids":["https://openalex.org/I161024014"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005227955","display_name":"Sungjae Ha","orcid":"https://orcid.org/0000-0001-6459-9751"},"institutions":[{"id":"https://openalex.org/I161024014","display_name":"Kwangwoon University","ror":"https://ror.org/02e9zc863","country_code":"KR","type":"education","lineage":["https://openalex.org/I161024014"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sungjae Ha","raw_affiliation_strings":["Spatial Computing Convergence Center, Kwangwoon University, Seoul 01897, Korea"],"affiliations":[{"raw_affiliation_string":"Spatial Computing Convergence Center, Kwangwoon University, Seoul 01897, Korea","institution_ids":["https://openalex.org/I161024014"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110726263","display_name":"Gitaek Hur","orcid":null},"institutions":[{"id":"https://openalex.org/I159299179","display_name":"Dongshin University","ror":"https://ror.org/01thhk923","country_code":"KR","type":"education","lineage":["https://openalex.org/I159299179"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Gitaek Hur","raw_affiliation_strings":["Department of Digital Contents, Dongshin University, Naju-si 58245, Korea"],"affiliations":[{"raw_affiliation_string":"Department of Digital Contents, Dongshin University, Naju-si 58245, Korea","institution_ids":["https://openalex.org/I159299179"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100426788","display_name":"Seung-Hyun Lee","orcid":"https://orcid.org/0000-0002-4113-5118"},"institutions":[{"id":"https://openalex.org/I161024014","display_name":"Kwangwoon University","ror":"https://ror.org/02e9zc863","country_code":"KR","type":"education","lineage":["https://openalex.org/I161024014"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Seunghyun Lee","raw_affiliation_strings":["Ingenium College, Kwangwoon University, Seoul 01897, Korea"],"affiliations":[{"raw_affiliation_string":"Ingenium College, Kwangwoon University, Seoul 01897, Korea","institution_ids":["https://openalex.org/I161024014"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100426788"],"corresponding_institution_ids":["https://openalex.org/I161024014"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":6.8299,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.96426499,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"12","issue":"23","first_page":"3886","last_page":"3886"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11211","display_name":"3D Surveying and Cultural Heritage","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11211","display_name":"3D Surveying and Cultural Heritage","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.9991999864578247,"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":0.9990000128746033,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.8036419749259949},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7607580423355103},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.7189679741859436},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5509402751922607},{"id":"https://openalex.org/keywords/3d-reconstruction","display_name":"3D reconstruction","score":0.543864905834198},{"id":"https://openalex.org/keywords/scale-invariant-feature-transform","display_name":"Scale-invariant feature transform","score":0.5327040553092957},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5298915505409241},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5172024965286255},{"id":"https://openalex.org/keywords/feature-detection","display_name":"Feature detection (computer vision)","score":0.48451822996139526},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.45888787508010864},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.43361324071884155},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.42924830317497253},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.3761752247810364},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2466060221195221}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.8036419749259949},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7607580423355103},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7189679741859436},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5509402751922607},{"id":"https://openalex.org/C109950114","wikidata":"https://www.wikidata.org/wiki/Q4464732","display_name":"3D reconstruction","level":2,"score":0.543864905834198},{"id":"https://openalex.org/C61265191","wikidata":"https://www.wikidata.org/wiki/Q767770","display_name":"Scale-invariant feature transform","level":3,"score":0.5327040553092957},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5298915505409241},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5172024965286255},{"id":"https://openalex.org/C126422989","wikidata":"https://www.wikidata.org/wiki/Q93586","display_name":"Feature detection (computer vision)","level":4,"score":0.48451822996139526},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.45888787508010864},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.43361324071884155},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.42924830317497253},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3761752247810364},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2466060221195221},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs12233886","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12233886","pdf_url":null,"source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:77f35beebd3d489580427a5847e49ca7","is_oa":true,"landing_page_url":"https://doaj.org/article/77f35beebd3d489580427a5847e49ca7","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 12, Iss 23, p 3886 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/12/23/3886/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs12233886","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 12; Issue 23; Pages: 3886","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs12233886","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12233886","pdf_url":null,"source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.4399999976158142,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W21877","https://openalex.org/W52151302","https://openalex.org/W1561952261","https://openalex.org/W2005548195","https://openalex.org/W2008706659","https://openalex.org/W2044440581","https://openalex.org/W2049981393","https://openalex.org/W2085261163","https://openalex.org/W2105303354","https://openalex.org/W2124313187","https://openalex.org/W2124404372","https://openalex.org/W2129404737","https://openalex.org/W2141584146","https://openalex.org/W2151103935","https://openalex.org/W2157274504","https://openalex.org/W2177274842","https://openalex.org/W2188664073","https://openalex.org/W2526898417","https://openalex.org/W2565021386","https://openalex.org/W2635936075","https://openalex.org/W2735919176","https://openalex.org/W2738435639","https://openalex.org/W2792321774","https://openalex.org/W2799208449","https://openalex.org/W2887660659","https://openalex.org/W2896954079","https://openalex.org/W2908572695","https://openalex.org/W2934185338","https://openalex.org/W2957974561","https://openalex.org/W2963055480","https://openalex.org/W2963221299","https://openalex.org/W2965975618","https://openalex.org/W2973878447","https://openalex.org/W2977262988","https://openalex.org/W3003398370","https://openalex.org/W3038660380","https://openalex.org/W3042489717","https://openalex.org/W3048703406","https://openalex.org/W4210608724","https://openalex.org/W4241103812","https://openalex.org/W6675860037","https://openalex.org/W6676770471","https://openalex.org/W6679388247"],"related_works":["https://openalex.org/W3034955165","https://openalex.org/W2094920358","https://openalex.org/W2041448692","https://openalex.org/W2379581614","https://openalex.org/W1999211431","https://openalex.org/W2156253296","https://openalex.org/W2553057930","https://openalex.org/W2795227877","https://openalex.org/W2144657392","https://openalex.org/W2073097456"],"abstract_inverted_index":{"Image-based":[0],"three-dimensional":[1],"(3D)":[2],"reconstruction":[3,38,170],"is":[4,30,104,205],"a":[5,31,40,96,105,215,219],"process":[6,103],"of":[7,42,87,91,125,136,171,218,225,242],"extracting":[8],"3D":[9,37,65,169,220],"information":[10],"from":[11,39,202],"an":[12],"object":[13,222],"or":[14],"entire":[15],"scene":[16],"while":[17,94,180],"using":[18,95,181,223],"low-cost":[19],"vision":[20],"sensors.":[21],"A":[22],"structure-from-motion":[23],"coupled":[24],"with":[25,69,133,189],"multi-view":[26],"stereo":[27],"(SFM-MVS)":[28],"pipeline":[29,47],"widely":[32],"used":[33,206],"technique":[34,107],"that":[35,108],"allows":[36],"collection":[41],"unordered":[43],"images.":[44],"The":[45,89,198,230],"SFM-MVS":[46],"typically":[48],"comprises":[49],"different":[50,126],"processing":[51],"steps,":[52],"including":[53],"feature":[54,57,78,127,144,183,227],"extraction":[55,79,128,145,184,228],"and":[56,80,83,153,173,238,245],"matching,":[58],"which":[59],"provide":[60],"the":[61,77,85,100,123,134,165,168,187,193,226,234],"basis":[62],"for":[63,115],"automatic":[64],"reconstruction.":[66,88],"However,":[67],"surfaces":[68,132,159,176],"poor":[70],"visual":[71],"texture":[72],"(repetitive,":[73],"monotone,":[74],"etc.)":[75],"challenge":[76],"matching":[81],"stage":[82],"affect":[84],"quality":[86],"projection":[90],"image":[92,101,178],"patterns":[93,140,179,188],"video":[97],"projector":[98],"during":[99],"acquisition":[102],"well-known":[106],"has":[109],"been":[110],"shown":[111],"to":[112,213],"be":[113],"successful":[114],"such":[116],"surfaces.":[117],"In":[118,164],"this":[119],"study,":[120],"we":[121],"evaluate":[122],"performance":[124],"methods":[129,146],"on":[130,157],"texture-less":[131],"application":[135],"synthetically":[137],"generated":[138],"noise":[139],"(images).":[141],"Seven":[142],"state-of-the-art":[143],"(HARRIS,":[147],"Shi-Tomasi,":[148],"MSER,":[149],"SIFT,":[150],"SURF,":[151],"KAZE,":[152],"BRISK)":[154],"are":[155],"evaluated":[156],"problematic":[158],"in":[160,207,211],"two":[161],"experimental":[162],"phases.":[163],"first":[166],"phase,":[167],"real":[172],"virtual":[174],"planar":[175],"evaluates":[177],"all":[182,224],"methods,":[185],"where":[186],"uniform":[190],"histograms":[191],"have":[192],"most":[194],"suitable":[195],"morphological":[196],"features.":[197],"best":[199],"performing":[200],"pattern":[201],"Phase":[203,208],"One":[204],"Two":[209],"experiments":[210],"order":[212],"recreate":[214],"polygonal":[216],"model":[217],"printed":[221],"methods.":[229],"KAZE":[231],"algorithm":[232],"achieved":[233],"lowest":[235],"standard":[236],"deviation":[237],"mean":[239],"distance":[240],"values":[241],"0.0635":[243],"mm":[244],"\u22120.00921":[246],"mm,":[247],"respectively.":[248]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":3}],"updated_date":"2026-03-17T09:09:15.849793","created_date":"2020-12-07T00:00:00"}