{"id":"https://openalex.org/W4405778560","doi":"https://doi.org/10.1109/access.2024.3522961","title":"MEAT-SAM: More Efficient Automated Tongue Segmentation Model","display_name":"MEAT-SAM: More Efficient Automated Tongue Segmentation Model","publication_year":2024,"publication_date":"2024-12-25","ids":{"openalex":"https://openalex.org/W4405778560","doi":"https://doi.org/10.1109/access.2024.3522961"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3522961","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3522961","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3522961","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102891269","display_name":"Fei Zhong","orcid":null},"institutions":[{"id":"https://openalex.org/I98834328","display_name":"Wuyi University","ror":"https://ror.org/059djzq42","country_code":"CN","type":"education","lineage":["https://openalex.org/I98834328"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Fudong Zhong","raw_affiliation_strings":["School of Electronics and Information Engineering, Wuyi University, Jiangmen, China"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Wuyi University, Jiangmen, China","institution_ids":["https://openalex.org/I98834328"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100362874","display_name":"Chen Qin","orcid":"https://orcid.org/0009-0000-6558-6477"},"institutions":[{"id":"https://openalex.org/I98834328","display_name":"Wuyi University","ror":"https://ror.org/059djzq42","country_code":"CN","type":"education","lineage":["https://openalex.org/I98834328"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuanbo Qin","raw_affiliation_strings":["School of Electronics and Information Engineering, Wuyi University, Jiangmen, China"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Wuyi University, Jiangmen, China","institution_ids":["https://openalex.org/I98834328"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102892174","display_name":"Yue Feng","orcid":"https://orcid.org/0009-0007-3946-0185"},"institutions":[{"id":"https://openalex.org/I98834328","display_name":"Wuyi University","ror":"https://ror.org/059djzq42","country_code":"CN","type":"education","lineage":["https://openalex.org/I98834328"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Feng","raw_affiliation_strings":["School of Electronics and Information Engineering, Wuyi University, Jiangmen, China"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Wuyi University, Jiangmen, China","institution_ids":["https://openalex.org/I98834328"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077839839","display_name":"Junying Zeng","orcid":"https://orcid.org/0000-0002-7559-0637"},"institutions":[{"id":"https://openalex.org/I98834328","display_name":"Wuyi University","ror":"https://ror.org/059djzq42","country_code":"CN","type":"education","lineage":["https://openalex.org/I98834328"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junying Zeng","raw_affiliation_strings":["School of Electronics and Information Engineering, Wuyi University, Jiangmen, China"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Wuyi University, Jiangmen, China","institution_ids":["https://openalex.org/I98834328"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021123104","display_name":"Xudong Jia","orcid":"https://orcid.org/0000-0001-7911-8869"},"institutions":[{"id":"https://openalex.org/I98834328","display_name":"Wuyi University","ror":"https://ror.org/059djzq42","country_code":"CN","type":"education","lineage":["https://openalex.org/I98834328"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xudong Jia","raw_affiliation_strings":["School of Electronics and Information Engineering, Wuyi University, Jiangmen, China"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Wuyi University, Jiangmen, China","institution_ids":["https://openalex.org/I98834328"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102891269","display_name":"Fei Zhong","orcid":null},"institutions":[{"id":"https://openalex.org/I98834328","display_name":"Wuyi University","ror":"https://ror.org/059djzq42","country_code":"CN","type":"education","lineage":["https://openalex.org/I98834328"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fuguang Zhong","raw_affiliation_strings":["School of Electronics and Information Engineering, Wuyi University, Jiangmen, China"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Wuyi University, Jiangmen, China","institution_ids":["https://openalex.org/I98834328"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106731907","display_name":"Jun Luo","orcid":"https://orcid.org/0000-0002-2032-0381"},"institutions":[{"id":"https://openalex.org/I98834328","display_name":"Wuyi University","ror":"https://ror.org/059djzq42","country_code":"CN","type":"education","lineage":["https://openalex.org/I98834328"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Luo","raw_affiliation_strings":["School of Economics and Management, Wuyi University, Jiangmen, China"],"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Wuyi University, Jiangmen, China","institution_ids":["https://openalex.org/I98834328"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113404078","display_name":"Min Yang","orcid":"https://orcid.org/0009-0009-6044-8513"},"institutions":[{"id":"https://openalex.org/I98834328","display_name":"Wuyi University","ror":"https://ror.org/059djzq42","country_code":"CN","type":"education","lineage":["https://openalex.org/I98834328"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Yang","raw_affiliation_strings":["School of Electronics and Information Engineering, Wuyi University, Jiangmen, China"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Wuyi University, Jiangmen, China","institution_ids":["https://openalex.org/I98834328"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5102891269"],"corresponding_institution_ids":["https://openalex.org/I98834328"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":5.5008,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.96302565,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"13","issue":null,"first_page":"5175","last_page":"5192"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13122","display_name":"Linguistics and Cultural Studies","score":0.9501000046730042,"subfield":{"id":"https://openalex.org/subfields/1203","display_name":"Language and Linguistics"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13122","display_name":"Linguistics and Cultural Studies","score":0.9501000046730042,"subfield":{"id":"https://openalex.org/subfields/1203","display_name":"Language and Linguistics"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12647","display_name":"Traditional Chinese Medicine Studies","score":0.921500027179718,"subfield":{"id":"https://openalex.org/subfields/2707","display_name":"Complementary and alternative medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7009497880935669},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.483289510011673},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.47148677706718445},{"id":"https://openalex.org/keywords/tongue","display_name":"Tongue","score":0.4639119505882263},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.44376638531684875},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41376256942749023},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.06954708695411682}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7009497880935669},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.483289510011673},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.47148677706718445},{"id":"https://openalex.org/C2779744641","wikidata":"https://www.wikidata.org/wiki/Q9614","display_name":"Tongue","level":2,"score":0.4639119505882263},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.44376638531684875},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41376256942749023},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.06954708695411682},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3522961","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3522961","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:09a318ad2a9d45c1b70ee47478f9e1b4","is_oa":true,"landing_page_url":"https://doaj.org/article/09a318ad2a9d45c1b70ee47478f9e1b4","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 5175-5192 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3522961","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3522961","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4172277359","display_name":null,"funder_award_id":"2023ZDZX1030","funder_id":"https://openalex.org/F4320326279","funder_display_name":"Department of Education of Guangdong Province"},{"id":"https://openalex.org/G5602733397","display_name":null,"funder_award_id":"GDJX2021008","funder_id":"https://openalex.org/F4320326279","funder_display_name":"Department of Education of Guangdong Province"},{"id":"https://openalex.org/G8790357769","display_name":null,"funder_award_id":"2024ZDZX1008","funder_id":"https://openalex.org/F4320326279","funder_display_name":"Department of Education of Guangdong Province"}],"funders":[{"id":"https://openalex.org/F4320326279","display_name":"Department of Education of Guangdong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W2097599147","https://openalex.org/W2099866409","https://openalex.org/W2219813377","https://openalex.org/W2380175231","https://openalex.org/W2412782625","https://openalex.org/W2516340267","https://openalex.org/W2545185088","https://openalex.org/W2560023338","https://openalex.org/W2738079619","https://openalex.org/W2787091153","https://openalex.org/W2963150697","https://openalex.org/W2963881378","https://openalex.org/W2969640942","https://openalex.org/W2996290406","https://openalex.org/W3109998321","https://openalex.org/W3121020412","https://openalex.org/W4385195123","https://openalex.org/W4390874575","https://openalex.org/W4390971074","https://openalex.org/W4392649829","https://openalex.org/W4392806609","https://openalex.org/W4392951523","https://openalex.org/W4393005048","https://openalex.org/W4398255795","https://openalex.org/W4403730330","https://openalex.org/W6751733626","https://openalex.org/W6754554023","https://openalex.org/W6853219587","https://openalex.org/W6854362512","https://openalex.org/W6862383801"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"In":[0],"Traditional":[1],"Chinese":[2],"Medicine":[3],"(TCM)":[4],"diagnostics,":[5],"the":[6,9,21,106,118,141,185],"appearance":[7],"of":[8,15,108,161],"tongue":[10,39,47,56,70,92,109,147,177],"is":[11],"a":[12,87,99,103],"crucial":[13],"indicator":[14],"health.":[16],"TCM":[17],"practitioners":[18],"traditionally":[19],"assess":[20],"tongue\u2019s":[22],"shape,":[23],"color,":[24],"texture,":[25],"and":[26,37,125,164,169],"other":[27],"features":[28],"to":[29,113,140],"aid":[30],"diagnosis.":[31,57],"With":[32],"advancements":[33],"in":[34,53,105,176,197],"technology,":[35],"digitizing":[36],"analyzing":[38],"images":[40,71],"using":[41],"computer":[42],"has":[43],"become":[44],"possible,":[45],"making":[46],"image":[48,93,110,148],"segmentation":[49,94,123,194],"an":[50],"important":[51],"step":[52],"realizing":[54],"automated":[55,91],"While":[58],"existing":[59],"network":[60],"models":[61],"have":[62],"shown":[63],"good":[64],"results,":[65],"they":[66],"often":[67],"struggle":[68],"with":[69,145],"against":[72,171],"complex":[73,146,173],"backgrounds,":[74],"particularly":[75],"on":[76,128,151,184],"resource-limited":[77],"edge":[78,131],"devices.":[79,132],"To":[80],"tackle":[81],"this":[82,84],"challenge,":[83],"paper":[85],"introduces":[86],"novel,":[88],"more":[89,129],"efficient":[90],"model":[95,120],"(MEAT-SAM).":[96],"MEAT-SAM":[97,116,136,158,180],"leverages":[98],"lightweight":[100],"large":[101],"model,":[102],"first":[104],"field":[107],"segmentation.":[111],"Compared":[112],"previous":[114],"models,":[115],"reduces":[117],"overall":[119],"parameters,":[121],"improves":[122],"speed,":[124],"enables":[126],"operation":[127],"resource-constrained":[130],"Despite":[133],"its":[134],"efficiency,":[135],"maintains":[137],"performance":[138],"close":[139],"state-of-the-art":[142],"(SOTA)":[143],"even":[144],"backgrounds.":[149],"Tested":[150],"three":[152],"different":[153],"datasets":[154],"(TongueDataset01,":[155],"TongueDataset02,":[156],"TongueDataset03),":[157],"achieved":[159],"IoU":[160],"96.63%,":[162],"95.58%,":[163],"95.07%,":[165],"demonstrating":[166],"excellent":[167],"generalization":[168],"robustness":[170],"various":[172],"background":[174],"conditions":[175],"images.":[178],"Furthermore,":[179],"can":[181],"run":[182],"effectively":[183],"computationally":[186],"limited":[187],"Jetson":[188],"Nano":[189],"single-board":[190],"computer,":[191],"achieving":[192],"similar":[193],"effects":[195],"as":[196],"experimental":[198],"testing.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
