{"id":"https://openalex.org/W4407774493","doi":"https://doi.org/10.1145/3711129.3711316","title":"DTP-Match: A Semi-Supervised Model with Method Dynamic Threshold and Pair Loss for Canned Food Defect Detection","display_name":"DTP-Match: A Semi-Supervised Model with Method Dynamic Threshold and Pair Loss for Canned Food Defect Detection","publication_year":2024,"publication_date":"2024-10-18","ids":{"openalex":"https://openalex.org/W4407774493","doi":"https://doi.org/10.1145/3711129.3711316"},"language":"en","primary_location":{"id":"doi:10.1145/3711129.3711316","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3711129.3711316","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 8th International Conference on Electronic Information Technology and Computer Engineering","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":null,"display_name":"Minghui Ge","orcid":"https://orcid.org/0009-0002-4709-5265"},"institutions":[{"id":"https://openalex.org/I4210126939","display_name":"ZheJiang Academy of Agricultural Sciences","ror":"https://ror.org/02qbc3192","country_code":"CN","type":"nonprofit","lineage":["https://openalex.org/I4210126939"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minghui Ge","raw_affiliation_strings":["Key Laboratory of Fruit Postharvest Processing, Department of Agriculture and Rural Affairs, Institute of Food Science, Zhejiang Academy of Agricultural Sciences, Hangzhou, Zhejiang, China"],"raw_orcid":"https://orcid.org/0009-0002-4709-5265","affiliations":[{"raw_affiliation_string":"Key Laboratory of Fruit Postharvest Processing, Department of Agriculture and Rural Affairs, Institute of Food Science, Zhejiang Academy of Agricultural Sciences, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I4210126939"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071524899","display_name":"Shuochen Yu","orcid":"https://orcid.org/0009-0006-7712-4644"},"institutions":[{"id":"https://openalex.org/I4210126939","display_name":"ZheJiang Academy of Agricultural Sciences","ror":"https://ror.org/02qbc3192","country_code":"CN","type":"nonprofit","lineage":["https://openalex.org/I4210126939"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuochen Yu","raw_affiliation_strings":["Key Laboratory of Fruit Postharvest Processing, Department of Agriculture and Rural Affairs, Institute of Food Science, Zhejiang Academy of Agricultural Sciences, Hangzhou, Zhejiang, China"],"raw_orcid":"https://orcid.org/0009-0006-7712-4644","affiliations":[{"raw_affiliation_string":"Key Laboratory of Fruit Postharvest Processing, Department of Agriculture and Rural Affairs, Institute of Food Science, Zhejiang Academy of Agricultural Sciences, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I4210126939"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jun Zhang","orcid":"https://orcid.org/0009-0008-9248-2161"},"institutions":[{"id":"https://openalex.org/I4210126939","display_name":"ZheJiang Academy of Agricultural Sciences","ror":"https://ror.org/02qbc3192","country_code":"CN","type":"nonprofit","lineage":["https://openalex.org/I4210126939"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Zhang","raw_affiliation_strings":["Key Laboratory of Fruit Postharvest Processing, Department of Agriculture and Rural Affairs, Institute of Food Science, Zhejiang Academy of Agricultural Sciences, Hangzhou, Zhejiang, China"],"raw_orcid":"https://orcid.org/0009-0008-9248-2161","affiliations":[{"raw_affiliation_string":"Key Laboratory of Fruit Postharvest Processing, Department of Agriculture and Rural Affairs, Institute of Food Science, Zhejiang Academy of Agricultural Sciences, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I4210126939"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073179339","display_name":"Huijuan Lu","orcid":"https://orcid.org/0000-0002-3698-9653"},"institutions":[{"id":"https://openalex.org/I55538621","display_name":"China Jiliang University","ror":"https://ror.org/05v1y0t93","country_code":"CN","type":"education","lineage":["https://openalex.org/I55538621"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huijuan Lu","raw_affiliation_strings":["Key Laboratory of Electromagnetic Wave Information Technology and Metrology, College of Information Engineering, China Jiliang University, Hangzhou, Zhejiang, China"],"raw_orcid":"https://orcid.org/0000-0002-3698-9653","affiliations":[{"raw_affiliation_string":"Key Laboratory of Electromagnetic Wave Information Technology and Metrology, College of Information Engineering, China Jiliang University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I55538621"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1100","last_page":"1107"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12388","display_name":"Identification and Quantification in Food","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12388","display_name":"Identification and Quantification in Food","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12486","display_name":"Food Supply Chain Traceability","score":0.991599977016449,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11957","display_name":"Food Safety and Hygiene","score":0.9878000020980835,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6640053987503052},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41404691338539124},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33396339416503906}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6640053987503052},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41404691338539124},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33396339416503906}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3711129.3711316","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3711129.3711316","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 8th International Conference on Electronic Information Technology and Computer Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.7200000286102295,"display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W2963037989","https://openalex.org/W4206759694","https://openalex.org/W4236965008"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"Foreign":[0],"matters":[1],"may":[2],"be":[3],"mixed":[4],"into":[5],"canned":[6,18,115,128,147,261,293],"food":[7,19,116,129,148],"in":[8,30,127,146,153,189,201,215,248,255,260,292],"the":[9,44,93,96,109,140,151,159,167,175,183,187,195,198,202,206,216,234,245,256],"production":[10],"process.":[11],"The":[12,34,240],"traditional":[13,207],"defect":[14,35,144,290],"detection":[15,36,46,54,121,257,291],"method":[16,37,122,246],"of":[17,49,66,80,95,103,123,139,143,156,169,178,186,194,205,218,223,233,258,266],"mainly":[20],"relies":[21],"on":[22,39,131,268],"manual":[23],"visual":[24],"inspection,":[25],"which":[26,272],"is":[27,163,210,227,273],"generally":[28],"low":[29],"accuracy":[31,265],"and":[32,47,51,82,91,118,134,150,181,282],"efficiency.":[33,55],"based":[38,130],"deep":[40,58],"learning":[41,59,85,154,176,184],"can":[42,86],"realize":[43],"automatic":[45],"identification":[48],"defects,":[50],"achieve":[52],"high":[53],"High":[56],"performance":[57,94],"models":[60],"usually":[61],"require":[62],"a":[63,78,100,120,221,286],"large":[64],"number":[65],"high-quality":[67],"labeled":[68,104,270],"data":[69,75,90,149,200],"to":[70,165,172,174,229,275],"train,":[71],"but":[72],"building":[73],"such":[74,279],"sets":[76],"requires":[77],"lot":[79],"time":[81],"energy.":[83],"Semi-supervised":[84],"effectively":[87],"use":[88,232],"unlabeled":[89,199,238],"improve":[92],"model":[97,188,209],"with":[98],"only":[99],"small":[101],"amount":[102],"data.":[105,239],"This":[106],"study":[107],"improves":[108],"existing":[110],"semi-supervised":[111,208,277],"classification":[112],"algorithm":[113],"for":[114,289],"data,":[117,271],"proposes":[119],"foreign":[124],"matter":[125],"defects":[126,259],"dynamic":[132,160],"threshold":[133,161],"pair":[135,224],"loss.":[136],"In":[137,192],"view":[138,193],"unbalanced":[141],"distribution":[142],"categories":[145,171,180],"differences":[152],"difficulty":[155,177],"different":[157,170,179],"categories,":[158],"strategy":[162],"introduced":[164],"adjust":[166,182],"thresholds":[168],"adapt":[173],"focus":[185],"real":[190],"time.":[191],"problem":[196],"that":[197,244],"training":[203],"process":[204],"not":[211],"fully":[212],"utilized,":[213],"resulting":[214],"waste":[217],"information":[219,236],"resources,":[220],"set":[222],"loss":[225],"items":[226],"designed":[228],"make":[230],"full":[231],"similarity":[235],"between":[237],"experimental":[241],"results":[242,254],"show":[243],"proposed":[247],"this":[249],"paper":[250],"has":[251],"achieved":[252],"good":[253],"food,":[262],"achieving":[263],"an":[264],"91.79%":[267],"30%":[269],"superior":[274],"other":[276],"methods":[278],"as":[280],"FixMatch":[281],"FlexMatch.":[283],"It":[284],"provides":[285],"new":[287],"approach":[288],"food.":[294]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}