{"id":"https://openalex.org/W2246667074","doi":"https://doi.org/10.1109/fskd.2015.7382212","title":"Generic and specific impression estimation of clothing fabric images based on machine learning","display_name":"Generic and specific impression estimation of clothing fabric images based on machine learning","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W2246667074","doi":"https://doi.org/10.1109/fskd.2015.7382212","mag":"2246667074"},"language":"en","primary_location":{"id":"doi:10.1109/fskd.2015.7382212","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2015.7382212","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 12th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5044216245","display_name":"Yen\u2010Wei Chen","orcid":"https://orcid.org/0000-0002-5952-0188"},"institutions":[{"id":"https://openalex.org/I119273862","display_name":"Central South University of Forestry and Technology","ror":"https://ror.org/02czw2k81","country_code":"CN","type":"education","lineage":["https://openalex.org/I119273862"]},{"id":"https://openalex.org/I135768898","display_name":"Ritsumeikan University","ror":"https://ror.org/0197nmd03","country_code":"JP","type":"education","lineage":["https://openalex.org/I135768898","https://openalex.org/I4390039241"]},{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN","JP"],"is_corresponding":false,"raw_author_name":"Yen-Wei Chen","raw_affiliation_strings":["College of Computer Science and Information Technology, Central South University of Forestry and Technology, Changsha, Hunan, China","College of Information Science and Engineering, Ritsumeikan University, Kusatsu, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Information Technology, Central South University of Forestry and Technology, Changsha, Hunan, China","institution_ids":["https://openalex.org/I119273862","https://openalex.org/I139660479"]},{"raw_affiliation_string":"College of Information Science and Engineering, Ritsumeikan University, Kusatsu, Japan","institution_ids":["https://openalex.org/I135768898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050583705","display_name":"Dingye Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I135768898","display_name":"Ritsumeikan University","ror":"https://ror.org/0197nmd03","country_code":"JP","type":"education","lineage":["https://openalex.org/I135768898","https://openalex.org/I4390039241"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Dingye Chen","raw_affiliation_strings":["College of Information Science and Engineering, Ritsumeikan University, Kusatsu, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Ritsumeikan University, Kusatsu, Japan","institution_ids":["https://openalex.org/I135768898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086851360","display_name":"Xian\u2010Hua Han","orcid":"https://orcid.org/0000-0002-5003-3180"},"institutions":[{"id":"https://openalex.org/I135768898","display_name":"Ritsumeikan University","ror":"https://ror.org/0197nmd03","country_code":"JP","type":"education","lineage":["https://openalex.org/I135768898","https://openalex.org/I4390039241"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Xian-hua Han","raw_affiliation_strings":["College of Information Science and Engineering, Ritsumeikan University, Kusatsu, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Ritsumeikan University, Kusatsu, Japan","institution_ids":["https://openalex.org/I135768898"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037023111","display_name":"Xinyin Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyin Huang","raw_affiliation_strings":["Radiology Department, School of Zhejiang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Radiology Department, School of Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1753","last_page":"1757"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12496","display_name":"Color perception and design","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12496","display_name":"Color perception and design","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11666","display_name":"Color Science and Applications","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"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":0.9333000183105469,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/impression","display_name":"Impression","score":0.9811669588088989},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6694475412368774},{"id":"https://openalex.org/keywords/clothing","display_name":"Clothing","score":0.6663070321083069},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6529248952865601},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5766167044639587},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.520641028881073},{"id":"https://openalex.org/keywords/texture","display_name":"Texture (cosmology)","score":0.47830015420913696},{"id":"https://openalex.org/keywords/semantic-differential","display_name":"Semantic differential","score":0.43052583932876587},{"id":"https://openalex.org/keywords/texture-synthesis","display_name":"Texture synthesis","score":0.4164923131465912},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4150317311286926},{"id":"https://openalex.org/keywords/image-texture","display_name":"Image texture","score":0.36658400297164917},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.2829672694206238},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.26342225074768066},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.10697931051254272},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08774957060813904}],"concepts":[{"id":"https://openalex.org/C2776684213","wikidata":"https://www.wikidata.org/wiki/Q6007582","display_name":"Impression","level":2,"score":0.9811669588088989},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6694475412368774},{"id":"https://openalex.org/C530175646","wikidata":"https://www.wikidata.org/wiki/Q11460","display_name":"Clothing","level":2,"score":0.6663070321083069},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6529248952865601},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5766167044639587},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.520641028881073},{"id":"https://openalex.org/C2781195486","wikidata":"https://www.wikidata.org/wiki/Q289436","display_name":"Texture (cosmology)","level":3,"score":0.47830015420913696},{"id":"https://openalex.org/C43020497","wikidata":"https://www.wikidata.org/wiki/Q1662954","display_name":"Semantic differential","level":2,"score":0.43052583932876587},{"id":"https://openalex.org/C50494287","wikidata":"https://www.wikidata.org/wiki/Q658467","display_name":"Texture synthesis","level":5,"score":0.4164923131465912},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4150317311286926},{"id":"https://openalex.org/C63099799","wikidata":"https://www.wikidata.org/wiki/Q17147001","display_name":"Image texture","level":4,"score":0.36658400297164917},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.2829672694206238},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26342225074768066},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.10697931051254272},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08774957060813904},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fskd.2015.7382212","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2015.7382212","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 12th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320912","display_name":"Ministry of Education, Culture, Sports, Science and Technology","ror":"https://ror.org/048rj2z13"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W11888129","https://openalex.org/W1625255723","https://openalex.org/W1963502620","https://openalex.org/W2072270874","https://openalex.org/W2137226992","https://openalex.org/W2158315309","https://openalex.org/W6636494156","https://openalex.org/W6680532697","https://openalex.org/W6683521544"],"related_works":["https://openalex.org/W2677867033","https://openalex.org/W2365641137","https://openalex.org/W1975273303","https://openalex.org/W4301374033","https://openalex.org/W4298422051","https://openalex.org/W2183887509","https://openalex.org/W2088533214","https://openalex.org/W2366562706","https://openalex.org/W4214866723","https://openalex.org/W1969438288"],"abstract_inverted_index":{"Consumers'":[0],"psychological":[1],"feeling":[2],"or":[3,113],"impression":[4,13,27,49,96,115],"is":[5],"an":[6,16],"important":[7,17],"factor":[8],"for":[9,34],"product":[10],"design.":[11],"The":[12,103],"estimation":[14,28],"becomes":[15],"issue.":[18],"In":[19],"this":[20],"paper,":[21],"we":[22,83],"propose":[23],"generic":[24,95,112],"and":[25,66,76,100],"specific":[26,98,114],"methods":[29],"based":[30],"on":[31],"machine":[32],"learning":[33],"cloth":[35,58,70,117],"fabric":[36,59,71,118],"images.":[37,119],"We":[38,61],"use":[39,84],"a":[40,57],"semantic":[41],"differential":[42],"(SD)":[43],"method":[44],"to":[45,88,109],"measure":[46],"the":[47,90,94,111],"user's":[48],"such":[50,73],"as":[51,74],"bright,":[52],"warm":[53],"while":[54],"they":[55],"viewing":[56],"image.":[60],"also":[62],"extract":[63],"both":[64],"global":[65],"local":[67],"features":[68],"of":[69,116],"images":[72],"color":[75],"texture":[77],"using":[78],"computer":[79],"vision":[80],"techniques.":[81],"Then":[82],"support":[85],"vector":[86],"regression":[87],"model":[89],"mapping":[91,105],"functions":[92,106],"between":[93],"(or":[97],"impression)":[99],"image":[101],"features.":[102],"learned":[104],"are":[107],"used":[108],"estimate":[110]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
