{"id":"https://openalex.org/W4400237275","doi":"https://doi.org/10.1007/s11760-024-03391-y","title":"Attention-enhanced UNet and gradient boosting decision tree for objective evaluation of fabric pilling grade based on image analysis","display_name":"Attention-enhanced UNet and gradient boosting decision tree for objective evaluation of fabric pilling grade based on image analysis","publication_year":2024,"publication_date":"2024-07-02","ids":{"openalex":"https://openalex.org/W4400237275","doi":"https://doi.org/10.1007/s11760-024-03391-y"},"language":"en","primary_location":{"id":"doi:10.1007/s11760-024-03391-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11760-024-03391-y","pdf_url":null,"source":{"id":"https://openalex.org/S156904493","display_name":"Signal Image and Video Processing","issn_l":"1863-1703","issn":["1863-1703","1863-1711"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Signal, Image and Video Processing","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/A5101527301","display_name":"Feng Yan","orcid":"https://orcid.org/0000-0002-2683-8878"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Feng Yan","raw_affiliation_strings":["School of Textile and Fashion, Shanghai University of Engineering Science, Art Building, No.333, Longteng Road, Songjiang District, Shanghai, 201620, People\u2019s Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Textile and Fashion, Shanghai University of Engineering Science, Art Building, No.333, Longteng Road, Songjiang District, Shanghai, 201620, People\u2019s Republic of China","institution_ids":["https://openalex.org/I141962983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101602162","display_name":"Binjie Xin","orcid":"https://orcid.org/0000-0003-0683-8018"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Binjie Xin","raw_affiliation_strings":["School of Textile and Fashion, Shanghai University of Engineering Science, Art Building, No.333, Longteng Road, Songjiang District, Shanghai, 201620, People\u2019s Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Textile and Fashion, Shanghai University of Engineering Science, Art Building, No.333, Longteng Road, Songjiang District, Shanghai, 201620, People\u2019s Republic of China","institution_ids":["https://openalex.org/I141962983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111246381","display_name":"Zhenhui Jin","orcid":null},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenhui Jin","raw_affiliation_strings":["School of Textile and Fashion, Shanghai University of Engineering Science, Art Building, No.333, Longteng Road, Songjiang District, Shanghai, 201620, People\u2019s Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Textile and Fashion, Shanghai University of Engineering Science, Art Building, No.333, Longteng Road, Songjiang District, Shanghai, 201620, People\u2019s Republic of China","institution_ids":["https://openalex.org/I141962983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109741472","display_name":"Xinyue Fang","orcid":null},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyue Fang","raw_affiliation_strings":["School of Textile and Fashion, Shanghai University of Engineering Science, Art Building, No.333, Longteng Road, Songjiang District, Shanghai, 201620, People\u2019s Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Textile and Fashion, Shanghai University of Engineering Science, Art Building, No.333, Longteng Road, Songjiang District, Shanghai, 201620, People\u2019s Republic of China","institution_ids":["https://openalex.org/I141962983"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5114185928","display_name":"Md All Amin Newton","orcid":null},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Md All Amin Newton","raw_affiliation_strings":["School of Textile and Fashion, Shanghai University of Engineering Science, Art Building, No.333, Longteng Road, Songjiang District, Shanghai, 201620, People\u2019s Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Textile and Fashion, Shanghai University of Engineering Science, Art Building, No.333, Longteng Road, Songjiang District, Shanghai, 201620, People\u2019s Republic of China","institution_ids":["https://openalex.org/I141962983"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101527301"],"corresponding_institution_ids":["https://openalex.org/I141962983"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.3613,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.61617398,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"18","issue":"10","first_page":"7255","last_page":"7269"},"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":0.9998999834060669,"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":0.9998999834060669,"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/T11595","display_name":"Textile materials and evaluations","score":0.9969000220298767,"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/T11666","display_name":"Color Science and Applications","score":0.9925000071525574,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.6836839318275452},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.6639254093170166},{"id":"https://openalex.org/keywords/gradient-boosting","display_name":"Gradient boosting","score":0.621904730796814},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5546000003814697},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4893733859062195},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4735923111438751},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3882739245891571},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3778834044933319},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3656911551952362},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.09370017051696777}],"concepts":[{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.6836839318275452},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.6639254093170166},{"id":"https://openalex.org/C70153297","wikidata":"https://www.wikidata.org/wiki/Q5591907","display_name":"Gradient boosting","level":3,"score":0.621904730796814},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5546000003814697},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4893733859062195},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4735923111438751},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3882739245891571},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3778834044933319},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3656911551952362},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.09370017051696777}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11760-024-03391-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11760-024-03391-y","pdf_url":null,"source":{"id":"https://openalex.org/S156904493","display_name":"Signal Image and Video Processing","issn_l":"1863-1703","issn":["1863-1703","1863-1711"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Signal, Image and Video Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3476417878","display_name":null,"funder_award_id":"11702169","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1498436455","https://openalex.org/W1901129140","https://openalex.org/W2021647145","https://openalex.org/W2027687636","https://openalex.org/W2043956637","https://openalex.org/W2064152519","https://openalex.org/W2069763641","https://openalex.org/W2112796928","https://openalex.org/W2122393884","https://openalex.org/W2579141065","https://openalex.org/W2752782242","https://openalex.org/W3005857895","https://openalex.org/W3083158693","https://openalex.org/W3088683667","https://openalex.org/W3117066846","https://openalex.org/W3135743954","https://openalex.org/W3146366485","https://openalex.org/W3148181069","https://openalex.org/W3170147864","https://openalex.org/W3177713506","https://openalex.org/W3182171974","https://openalex.org/W3193179900","https://openalex.org/W3205154884","https://openalex.org/W3205506291","https://openalex.org/W4220943253","https://openalex.org/W4285211446","https://openalex.org/W4288040829","https://openalex.org/W4289939642","https://openalex.org/W4295866422","https://openalex.org/W4299353078","https://openalex.org/W4307730770","https://openalex.org/W4317106030","https://openalex.org/W4317106312","https://openalex.org/W4360982757","https://openalex.org/W4366274780"],"related_works":["https://openalex.org/W2967733078","https://openalex.org/W3204430031","https://openalex.org/W3137904399","https://openalex.org/W4310492845","https://openalex.org/W2885778889","https://openalex.org/W4310224730","https://openalex.org/W2766514146","https://openalex.org/W4289703016","https://openalex.org/W2885516856","https://openalex.org/W3094138326"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}
