{"id":"https://openalex.org/W1972245185","doi":"https://doi.org/10.1631/jzus.c0910552","title":"Studying pressure sores through illuminant invariant assessment of digital color images","display_name":"Studying pressure sores through illuminant invariant assessment of digital color images","publication_year":2010,"publication_date":"2010-07-31","ids":{"openalex":"https://openalex.org/W1972245185","doi":"https://doi.org/10.1631/jzus.c0910552","mag":"1972245185"},"language":"en","primary_location":{"id":"doi:10.1631/jzus.c0910552","is_oa":false,"landing_page_url":"https://doi.org/10.1631/jzus.c0910552","pdf_url":null,"source":{"id":"https://openalex.org/S199067057","display_name":"Journal of Zhejiang University SCIENCE C","issn_l":"1869-1951","issn":["1869-1951","1869-196X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311937","host_organization_name":"Zhejiang University Press","host_organization_lineage":["https://openalex.org/P4310311937"],"host_organization_lineage_names":["Zhejiang University Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Zhejiang University SCIENCE C","raw_type":"journal-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/A5029706721","display_name":"Sahar Moghimi","orcid":"https://orcid.org/0000-0002-3772-5182"},"institutions":[{"id":"https://openalex.org/I1516879","display_name":"Tarbiat Modares University","ror":"https://ror.org/03mwgfy56","country_code":"IR","type":"education","lineage":["https://openalex.org/I1516879"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Sahar Moghimi","raw_affiliation_strings":["Department of Electrical Engineering, Tarbiat Modares University, P.O. Box, 14115-111, Tehran, Iran","[Tarbiat Modares University]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Tarbiat Modares University, P.O. Box, 14115-111, Tehran, Iran","institution_ids":["https://openalex.org/I1516879"]},{"raw_affiliation_string":"[Tarbiat Modares University]","institution_ids":["https://openalex.org/I1516879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108492818","display_name":"Mohammad Hossein Miran Baygi","orcid":null},"institutions":[{"id":"https://openalex.org/I1516879","display_name":"Tarbiat Modares University","ror":"https://ror.org/03mwgfy56","country_code":"IR","type":"education","lineage":["https://openalex.org/I1516879"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mohammad Hossein Miran Baygi","raw_affiliation_strings":["Department of Electrical Engineering, Tarbiat Modares University, P.O. Box, 14115-111, Tehran, Iran","[Tarbiat Modares University]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Tarbiat Modares University, P.O. Box, 14115-111, Tehran, Iran","institution_ids":["https://openalex.org/I1516879"]},{"raw_affiliation_string":"[Tarbiat Modares University]","institution_ids":["https://openalex.org/I1516879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051835816","display_name":"Giti Torkaman","orcid":"https://orcid.org/0000-0002-7625-8759"},"institutions":[{"id":"https://openalex.org/I1516879","display_name":"Tarbiat Modares University","ror":"https://ror.org/03mwgfy56","country_code":"IR","type":"education","lineage":["https://openalex.org/I1516879"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Giti Torkaman","raw_affiliation_strings":["Department of Physical Therapy, Tarbiat Modares University, P.O. Box, 14115-111, Tehran, Iran","[Tarbiat Modares University]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physical Therapy, Tarbiat Modares University, P.O. Box, 14115-111, Tehran, Iran","institution_ids":["https://openalex.org/I1516879"]},{"raw_affiliation_string":"[Tarbiat Modares University]","institution_ids":["https://openalex.org/I1516879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001157606","display_name":"Ehsanollah Kabir","orcid":"https://orcid.org/0000-0002-5610-7611"},"institutions":[{"id":"https://openalex.org/I1516879","display_name":"Tarbiat Modares University","ror":"https://ror.org/03mwgfy56","country_code":"IR","type":"education","lineage":["https://openalex.org/I1516879"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Ehsanollah Kabir","raw_affiliation_strings":["Department of Electrical Engineering, Tarbiat Modares University, P.O. Box, 14115-111, Tehran, Iran","[Tarbiat Modares University]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Tarbiat Modares University, P.O. Box, 14115-111, Tehran, Iran","institution_ids":["https://openalex.org/I1516879"]},{"raw_affiliation_string":"[Tarbiat Modares University]","institution_ids":["https://openalex.org/I1516879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019045054","display_name":"Ali Mahloojifar","orcid":"https://orcid.org/0000-0002-9219-2198"},"institutions":[{"id":"https://openalex.org/I1516879","display_name":"Tarbiat Modares University","ror":"https://ror.org/03mwgfy56","country_code":"IR","type":"education","lineage":["https://openalex.org/I1516879"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Ali Mahloojifar","raw_affiliation_strings":["Department of Electrical Engineering, Tarbiat Modares University, P.O. Box, 14115-111, Tehran, Iran","[Tarbiat Modares University]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Tarbiat Modares University, P.O. Box, 14115-111, Tehran, Iran","institution_ids":["https://openalex.org/I1516879"]},{"raw_affiliation_string":"[Tarbiat Modares University]","institution_ids":["https://openalex.org/I1516879"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073955046","display_name":"Narges Armanfard","orcid":"https://orcid.org/0000-0002-5880-906X"},"institutions":[{"id":"https://openalex.org/I1516879","display_name":"Tarbiat Modares University","ror":"https://ror.org/03mwgfy56","country_code":"IR","type":"education","lineage":["https://openalex.org/I1516879"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Narges Armanfard","raw_affiliation_strings":["Department of Electrical Engineering, Tarbiat Modares University, P.O. Box, 14115-111, Tehran, Iran","[Tarbiat Modares University]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Tarbiat Modares University, P.O. Box, 14115-111, Tehran, Iran","institution_ids":["https://openalex.org/I1516879"]},{"raw_affiliation_string":"[Tarbiat Modares University]","institution_ids":["https://openalex.org/I1516879"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I1516879"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.12106419,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"11","issue":"8","first_page":"598","last_page":"606"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9944000244140625,"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"}},"topics":[{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9944000244140625,"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/T11670","display_name":"Pressure Ulcer Prevention and Management","score":0.9775000214576721,"subfield":{"id":"https://openalex.org/subfields/3609","display_name":"Occupational Therapy"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11595","display_name":"Textile materials and evaluations","score":0.9641000032424927,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/pressure-sores","display_name":"Pressure sores","score":0.9269747138023376},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5824293494224548},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5792921185493469},{"id":"https://openalex.org/keywords/standard-illuminant","display_name":"Standard illuminant","score":0.5284849405288696},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.48068079352378845},{"id":"https://openalex.org/keywords/texture","display_name":"Texture (cosmology)","score":0.4660187065601349},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.45227107405662537},{"id":"https://openalex.org/keywords/color-analysis","display_name":"Color analysis","score":0.4508225917816162},{"id":"https://openalex.org/keywords/invariant","display_name":"Invariant (physics)","score":0.44002649188041687},{"id":"https://openalex.org/keywords/local-binary-patterns","display_name":"Local binary patterns","score":0.4287647008895874},{"id":"https://openalex.org/keywords/biomedical-engineering","display_name":"Biomedical engineering","score":0.38866767287254333},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.36192572116851807},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20011091232299805},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.18995976448059082},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.1139158308506012}],"concepts":[{"id":"https://openalex.org/C2988988693","wikidata":"https://www.wikidata.org/wiki/Q308978","display_name":"Pressure sores","level":2,"score":0.9269747138023376},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5824293494224548},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5792921185493469},{"id":"https://openalex.org/C129112856","wikidata":"https://www.wikidata.org/wiki/Q375479","display_name":"Standard illuminant","level":2,"score":0.5284849405288696},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.48068079352378845},{"id":"https://openalex.org/C2781195486","wikidata":"https://www.wikidata.org/wiki/Q289436","display_name":"Texture (cosmology)","level":3,"score":0.4660187065601349},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45227107405662537},{"id":"https://openalex.org/C2777385505","wikidata":"https://www.wikidata.org/wiki/Q1396469","display_name":"Color analysis","level":2,"score":0.4508225917816162},{"id":"https://openalex.org/C190470478","wikidata":"https://www.wikidata.org/wiki/Q2370229","display_name":"Invariant (physics)","level":2,"score":0.44002649188041687},{"id":"https://openalex.org/C87335442","wikidata":"https://www.wikidata.org/wiki/Q2494345","display_name":"Local binary patterns","level":4,"score":0.4287647008895874},{"id":"https://openalex.org/C136229726","wikidata":"https://www.wikidata.org/wiki/Q327092","display_name":"Biomedical engineering","level":1,"score":0.38866767287254333},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.36192572116851807},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20011091232299805},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.18995976448059082},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.1139158308506012},{"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/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1631/jzus.c0910552","is_oa":false,"landing_page_url":"https://doi.org/10.1631/jzus.c0910552","pdf_url":null,"source":{"id":"https://openalex.org/S199067057","display_name":"Journal of Zhejiang University SCIENCE C","issn_l":"1869-1951","issn":["1869-1951","1869-196X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311937","host_organization_name":"Zhejiang University Press","host_organization_lineage":["https://openalex.org/P4310311937"],"host_organization_lineage_names":["Zhejiang University Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Zhejiang University SCIENCE C","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7099999785423279,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320326567","display_name":"Pasteur Institute of Iran","ror":"https://ror.org/00wqczk30"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W88661139","https://openalex.org/W1484705393","https://openalex.org/W1495743626","https://openalex.org/W1512140946","https://openalex.org/W1573869087","https://openalex.org/W1979200848","https://openalex.org/W1990406358","https://openalex.org/W2037596233","https://openalex.org/W2039051707","https://openalex.org/W2044465660","https://openalex.org/W2049617691","https://openalex.org/W2051377056","https://openalex.org/W2069859756","https://openalex.org/W2082723523","https://openalex.org/W2094128557","https://openalex.org/W2098305432","https://openalex.org/W2105124081","https://openalex.org/W2105792009","https://openalex.org/W2110564863","https://openalex.org/W2114379932","https://openalex.org/W2115453166","https://openalex.org/W2120096060","https://openalex.org/W2123204033","https://openalex.org/W2124046896","https://openalex.org/W2130195010","https://openalex.org/W2133846261","https://openalex.org/W2147456310","https://openalex.org/W2147828560","https://openalex.org/W2155783234","https://openalex.org/W2163808566","https://openalex.org/W2181793781","https://openalex.org/W2508865768","https://openalex.org/W4247383863","https://openalex.org/W7011955539"],"related_works":["https://openalex.org/W4378218814","https://openalex.org/W2169565872","https://openalex.org/W2125997383","https://openalex.org/W2086480935","https://openalex.org/W24761535","https://openalex.org/W2141064695","https://openalex.org/W830216772","https://openalex.org/W2777369371","https://openalex.org/W164484593","https://openalex.org/W1972245185"],"abstract_inverted_index":{"Methods":[0],"for":[1,32,54,163],"pressure":[2,22,36,153,168],"sore":[3,23,71,154],"monitoring":[4],"remain":[5],"both":[6],"a":[7,28,50,94,136,160],"clinical":[8],"and":[9,20,68,81,130,156],"research":[10],"challenge.":[11],"Improved":[12],"methodologies":[13],"could":[14],"assist":[15],"physicians":[16],"in":[17,38,65,105,149],"developing":[18],"prompt":[19],"effective":[21],"interventions.":[24],"In":[25],"this":[26,55],"paper":[27],"technique":[29],"is":[30,100,107,143],"introduced":[31],"the":[33,62,76,117,127,164],"assessment":[34,166],"of":[35,75,138,145,152,167],"sores":[37],"guinea":[39],"pigs,":[40],"using":[41,126],"captured":[42],"color":[43,77,95],"images.":[44],"Sores":[45],"were":[46,59,79,124],"artificially":[47],"induced,":[48],"utilizing":[49],"system":[51],"particularly":[52],"developed":[53,114],"purpose.":[56],"Digital":[57],"images":[58,78],"obtained":[60],"from":[61],"suspicious":[63],"region":[64],"days":[66],"3":[67],"7":[69],"post-pressure":[70],"generation.":[72],"Different":[73],"segments":[74,123,148],"divided":[80],"labeled":[82],"into":[83],"three":[84],"classes,":[85],"based":[86,96,115],"on":[87,116],"their":[88],"severity":[89],"status.":[90],"For":[91],"quantitative":[92],"analysis,":[93],"texture":[97,110,128],"model,":[98],"which":[99],"invariant":[101],"against":[102],"monotonic":[103],"changes":[104],"illumination,":[106],"proposed.":[108],"The":[109],"model":[111,129],"has":[112],"been":[113],"local":[118],"binary":[119],"pattern":[120],"operator.":[121],"Tissue":[122],"classified,":[125],"its":[131],"features":[132],"as":[133],"inputs":[134],"to":[135],"combination":[137],"neural":[139],"networks.":[140],"Our":[141],"method":[142],"capable":[144],"discriminating":[146],"tissue":[147],"different":[150],"stages":[151],"generation,":[155],"therefore":[157],"can":[158],"be":[159],"feasible":[161],"tool":[162],"early":[165],"sores.":[169]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
