{"id":"https://openalex.org/W2014584504","doi":"https://doi.org/10.1177/004051750307300809","title":"Objective Classification of Fabric Pilling Based on the Two-Dimensional Discrete Wavelet Transform","display_name":"Objective Classification of Fabric Pilling Based on the Two-Dimensional Discrete Wavelet Transform","publication_year":2003,"publication_date":"2003-08-01","ids":{"openalex":"https://openalex.org/W2014584504","doi":"https://doi.org/10.1177/004051750307300809","mag":"2014584504"},"language":"en","primary_location":{"id":"doi:10.1177/004051750307300809","doi":"https://doi.org/10.1177/004051750307300809","is_oa":false,"landing_page_url":"https://doi.org/10.1177/004051750307300809","pdf_url":null,"source":{"id":"https://openalex.org/S70817854","display_name":"Textile Research Journal","issn_l":"0040-5175","issn":["0040-5175","0096-5928","1746-7748"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","jufo-1","ki-jl-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Textile Research Journal","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/journal_contribution/Objective_classification_of_fabric_pilling_based_on_the_two-dimensional_discrete_wavelet_transform/20532321","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030331889","display_name":"Stuart R. Palmer","orcid":"https://orcid.org/0000-0002-2517-0597","observed_orcids":["https://orcid.org/0000-0002-2517-0597"]},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Stuart Palmer","raw_affiliation_strings":["School of Engineering and Technology, Deakin University, Geelong, Victoria, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and Technology, Deakin University, Geelong, Victoria, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077167301","display_name":"Xungai Wang","orcid":"https://orcid.org/0000-0002-3549-6769","observed_orcids":["https://orcid.org/0000-0002-3549-6769"]},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xungai Wang","raw_affiliation_strings":["School of Engineering and Technology, Deakin University, Geelong, Victoria, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and Technology, Deakin University, Geelong, Victoria, Australia","institution_ids":["https://openalex.org/I149704539"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I149704539"],"apc_list":{"value":4150,"currency":"USD","value_usd":4150},"apc_paid":null,"fwci":1.8257,"has_fulltext":false,"cited_by_count":51,"citation_normalized_percentile":{"value":0.82579125,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":98},"biblio":{"volume":"73","issue":"8","first_page":"713","last_page":"720"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11595","display_name":"Textile materials and evaluations","score":0.5131999850273132,"subfield":{"id":"https://openalex.org/subfields/2507","display_name":"Polymers and Plastics"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11595","display_name":"Textile materials and evaluations","score":0.5131999850273132,"subfield":{"id":"https://openalex.org/subfields/2507","display_name":"Polymers and Plastics"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.4652999937534332,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T11165","display_name":"Image and Video Quality Assessment","score":0.006099999882280827,"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/fabric-pilling","display_name":"fabric pilling","score":0.9990000128746033},{"id":"https://openalex.org/keywords/2d-discrete-wavelet-transform","display_name":"two-dimensional wavelet transform","score":0.9869999885559082},{"id":"https://openalex.org/keywords/frequency-domain-analysis","display_name":"frequency domain analysis","score":0.9480000138282776},{"id":"https://openalex.org/keywords/image-analysis","display_name":"image analysis","score":0.5009999871253967},{"id":"https://openalex.org/keywords/textile-quality-assessment","display_name":"textile quality assessment","score":0.4440000057220459}],"concepts":[{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.7094801068305969},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6427193880081177},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6331343054771423},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5606868267059326},{"id":"https://openalex.org/C46286280","wikidata":"https://www.wikidata.org/wiki/Q2414958","display_name":"Discrete wavelet transform","level":4,"score":0.5384025573730469},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.5025756359100342},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.46569809317588806},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4509791433811188},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4466549754142761},{"id":"https://openalex.org/C19118579","wikidata":"https://www.wikidata.org/wiki/Q786423","display_name":"Frequency domain","level":2,"score":0.44347497820854187},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4283674359321594},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.42158043384552},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.38107675313949585},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3107176721096039},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.23312649130821228},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.05224660038948059},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"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/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1177/004051750307300809","doi":"https://doi.org/10.1177/004051750307300809","is_oa":false,"landing_page_url":"https://doi.org/10.1177/004051750307300809","pdf_url":null,"source":{"id":"https://openalex.org/S70817854","display_name":"Textile Research Journal","issn_l":"0040-5175","issn":["0040-5175","0096-5928","1746-7748"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","jufo-1","ki-jl-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Textile Research Journal","raw_type":"journal-article"},{"id":"pmh:oai:figshare.com:article/20532321","doi":null,"is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Objective_classification_of_fabric_pilling_based_on_the_two-dimensional_discrete_wavelet_transform/20532321","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":null,"raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/20532321","doi":null,"is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Objective_classification_of_fabric_pilling_based_on_the_two-dimensional_discrete_wavelet_transform/20532321","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":null,"raw_type":"Text"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W153120503","https://openalex.org/W980347510","https://openalex.org/W1582484699","https://openalex.org/W1820826186","https://openalex.org/W1974304739","https://openalex.org/W2009712323","https://openalex.org/W2011406694","https://openalex.org/W2021647145","https://openalex.org/W2028433205","https://openalex.org/W2034139177","https://openalex.org/W2049377486","https://openalex.org/W2063615912","https://openalex.org/W2064274206","https://openalex.org/W2069370169","https://openalex.org/W2093503842","https://openalex.org/W2115755118","https://openalex.org/W2133040875","https://openalex.org/W2169029660","https://openalex.org/W2225088718","https://openalex.org/W2330415294","https://openalex.org/W2418653021","https://openalex.org/W2492122760","https://openalex.org/W2893844675","https://openalex.org/W4255391993","https://openalex.org/W4298352105"],"related_works":["https://openalex.org/W2077043991","https://openalex.org/W2035610592","https://openalex.org/W2138994310","https://openalex.org/W2160890761","https://openalex.org/W2143606543","https://openalex.org/W2027687636","https://openalex.org/W7032814217","https://openalex.org/W2353486327","https://openalex.org/W1963574829","https://openalex.org/W2030597649"],"abstract_inverted_index":{"A":[0],"number":[1],"of":[2,8,23,38,62,69,72,92,99,125],"methods":[3],"for":[4,29,122],"automated":[5],"objective":[6],"ratings":[7],"fabric":[9,113],"pilling":[10,52,74,100],"based":[11,42,66],"on":[12,43,67,103],"image":[13],"analysis":[14,41,68,106,127,131],"are":[15],"described":[16],"in":[17,54],"the":[18,44,63,83,90,93,104,112],"literature.":[19],"The":[20,78],"periodic":[21],"structure":[22],"fabrics":[24],"makes":[25],"them":[26],"suitable":[27],"candidates":[28],"frequency":[30,39],"domain":[31,40],"analysis.":[32],"We":[33,57,116],"propose":[34],"a":[35,59,119],"new":[36],"method":[37,65,85,94,121],"two-dimensional":[45],"discrete":[46],"wavelet":[47,105,128],"transform":[48],"to":[49,95,111],"objectively":[50],"measure":[51],"intensity":[53,101],"sample":[55],"images.":[56,77],"present":[58,118],"preliminary":[60],"evaluation":[61,75],"proposed":[64,84],"two":[70],"series":[71],"standard":[73],"test":[76],"initial":[79],"results":[80],"suggest":[81],"that":[82,89],"is":[86],"feasible,":[87],"and":[88,129],"ability":[91],"discriminate":[96],"between":[97],"levels":[98],"depends":[102],"scale":[107],"being":[108],"closely":[109],"matched":[110],"interyarn":[114],"pitch.":[115],"also":[117],"heuristic":[120],"optimal":[123],"selection":[124],"an":[126],"associated":[130],"scale.":[132]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":5},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":3},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":3}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}