{"id":"https://openalex.org/W2013462045","doi":"https://doi.org/10.1117/1.1570825","title":"Morphological quantification of surface roughness","display_name":"Morphological quantification of surface roughness","publication_year":2003,"publication_date":"2003-05-22","ids":{"openalex":"https://openalex.org/W2013462045","doi":"https://doi.org/10.1117/1.1570825","mag":"2013462045"},"language":"en","primary_location":{"id":"doi:10.1117/1.1570825","doi":"https://doi.org/10.1117/1.1570825","is_oa":false,"landing_page_url":"https://doi.org/10.1117/1.1570825","pdf_url":null,"source":{"id":"https://openalex.org/S175543413","display_name":"Optical Engineering","issn_l":"0091-3286","issn":["0091-3286","1560-2303"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-d","jufo-1","ki-jl-1","norway-1","poland-40","russia-white-list-3"],"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Optical Engineering","raw_type":"journal-article"},"volume":null,"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/A5004434800","display_name":"Yoganand Balagurunathan","orcid":"https://orcid.org/0000-0002-5598-4727","observed_orcids":["https://orcid.org/0000-0002-5598-4727"]},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yoganand Balagurunathan","raw_affiliation_strings":["Texas A&M Univ","Texas A&M University, Department of Electrical Engineering, Genomics Signal Processing Laboratory, College Station, Texas 77843"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas A&M Univ","institution_ids":["https://openalex.org/I91045830"]},{"raw_affiliation_string":"Texas A&M University, Department of Electrical Engineering, Genomics Signal Processing Laboratory, College Station, Texas 77843","institution_ids":["https://openalex.org/I91045830"]}]},{"author_position":"last","author":{"id":null,"display_name":"Edward R. Dougherty","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Edward R. Dougherty","raw_affiliation_strings":["Texas A&M Univ"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas A&M Univ","institution_ids":["https://openalex.org/I91045830"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5004434800"],"corresponding_institution_ids":["https://openalex.org/I91045830"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.16578197,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"42","issue":"06","first_page":"1795","last_page":"1804"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13049","display_name":"Surface Roughness and Optical Measurements","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13049","display_name":"Surface Roughness and Optical Measurements","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.002199999988079071,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.0013000000035390258,"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/surface-roughness","display_name":"surface roughness","score":0.9900000095367432},{"id":"https://openalex.org/keywords/granulometry","display_name":"granulometry","score":0.9350000023841858},{"id":"https://openalex.org/keywords/image-texture","display_name":"image texture","score":0.5120000243186951},{"id":"https://openalex.org/keywords/structuring-elements","display_name":"structuring elements","score":0.9440000057220459},{"id":"https://openalex.org/keywords/opening-and-closing-operations","display_name":"opening and closing operations","score":0.7179999947547913},{"id":"https://openalex.org/keywords/morphological-image-analysis","display_name":"morphological image analysis","score":0.5740000009536743}],"concepts":[{"id":"https://openalex.org/C107365816","wikidata":"https://www.wikidata.org/wiki/Q114817","display_name":"Surface roughness","level":2,"score":0.6320067048072815},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.4361271262168884},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42489153146743774},{"id":"https://openalex.org/C71039073","wikidata":"https://www.wikidata.org/wiki/Q3439090","display_name":"Surface finish","level":2,"score":0.4206165671348572},{"id":"https://openalex.org/C2776799497","wikidata":"https://www.wikidata.org/wiki/Q484298","display_name":"Surface (topology)","level":2,"score":0.4173387289047241},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.417156457901001},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.354314386844635},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.16026359796524048},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.12527626752853394},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1117/1.1570825","doi":"https://doi.org/10.1117/1.1570825","is_oa":false,"landing_page_url":"https://doi.org/10.1117/1.1570825","pdf_url":null,"source":{"id":"https://openalex.org/S175543413","display_name":"Optical Engineering","issn_l":"0091-3286","issn":["0091-3286","1560-2303"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-d","jufo-1","ki-jl-1","norway-1","poland-40","russia-white-list-3"],"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Optical Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1561442812","https://openalex.org/W1593939129","https://openalex.org/W1966928754","https://openalex.org/W1967197766","https://openalex.org/W1990707665","https://openalex.org/W1991860281","https://openalex.org/W1994283693","https://openalex.org/W2004287069","https://openalex.org/W2007179462","https://openalex.org/W2015714252","https://openalex.org/W2019414469","https://openalex.org/W2033900074","https://openalex.org/W2037145300","https://openalex.org/W2048271001","https://openalex.org/W2048364332","https://openalex.org/W2050568040","https://openalex.org/W2067881346","https://openalex.org/W2069646996","https://openalex.org/W2069790948","https://openalex.org/W2086255564","https://openalex.org/W2087597696","https://openalex.org/W2121293774","https://openalex.org/W2138610981","https://openalex.org/W2161321820","https://openalex.org/W2167768985","https://openalex.org/W2505399031","https://openalex.org/W2988902954"],"related_works":["https://openalex.org/W1983694461","https://openalex.org/W1971023015","https://openalex.org/W1987059979","https://openalex.org/W1968168980","https://openalex.org/W816618595","https://openalex.org/W2969886120","https://openalex.org/W2136066672","https://openalex.org/W7100451504","https://openalex.org/W2098603620","https://openalex.org/W2267965129"],"abstract_inverted_index":{"Morphological":[0],"granulometric":[1,33,51,112],"moments":[2,52],"have":[3],"proven":[4],"useful":[5],"for":[6,79,137],"quantification":[7],"and":[8,87,99,119,140],"classification":[9],"of":[10,23,38,75,130],"image":[11],"texture.":[12],"This":[13,103,134],"paper":[14],"proposes":[15],"using":[16,50,107],"granulometries":[17,91],"to":[18,55,59,121,124],"provide":[19],"a":[20,56],"comprehensive":[21],"description":[22,35],"surface":[24,34,63],"roughness.":[25],"To":[26],"support":[27],"this":[28],"proposition":[29],"it":[30],"demonstrates":[31],"that":[32],"includes":[36],"much":[37],"the":[39,73,76],"information":[40],"carried":[41],"by":[42,49,94],"conventional":[43,62,131],"roughness":[44,64,132],"measures.":[45,65,133],"It":[46],"does":[47],"so":[48],"as":[53,128],"inputs":[54,113],"linear":[57,98],"system":[58],"estimate":[60],"six":[61],"The":[66,90],"analysis":[67],"is":[68,135],"based":[69],"on":[70,116],"simulations":[71],"in":[72],"framework":[74],"Boolean-random-function":[77],"model":[78],"surfaces.":[80],"Features":[81],"are":[82,92,114],"obtained":[83],"from":[84],"both":[85,138],"opening":[86],"closing":[88],"granulometries.":[89],"generated":[93],"computationally":[95],"efficient":[96],"one-dimensional":[97],"triangular":[100],"structuring":[101],"elements.":[102],"permits":[104],"fast":[105],"implementation":[106],"special-purpose":[108],"algorithms.":[109],"Estimators":[110],"with":[111],"designed":[115],"training":[117],"data":[118,123],"applied":[120],"test":[122],"analyze":[125],"their":[126],"effectiveness":[127],"estimators":[129],"done":[136],"simulated":[139],"real":[141],"images.":[142]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":3}],"updated_date":"2026-10-11T09:32:39.932853","created_date":"2016-06-24T00:00:00"}
