{"id":"https://openalex.org/W4312096742","doi":"https://doi.org/10.1109/cisp-bmei56279.2022.9979906","title":"Defect detection of biscuit packaging based on level set map","display_name":"Defect detection of biscuit packaging based on level set map","publication_year":2022,"publication_date":"2022-11-05","ids":{"openalex":"https://openalex.org/W4312096742","doi":"https://doi.org/10.1109/cisp-bmei56279.2022.9979906"},"language":"en","primary_location":{"id":"doi:10.1109/cisp-bmei56279.2022.9979906","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisp-bmei56279.2022.9979906","pdf_url":null,"source":{"id":"https://openalex.org/S4363605502","display_name":"2022 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","raw_type":"proceedings-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/A5084884747","display_name":"Kunkun Xiong","orcid":null},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kunkun Xiong","raw_affiliation_strings":["School of Computer Science and Technology, Guangdong University of Technology,Guangzhou,Guangdong,510006"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Guangdong University of Technology,Guangzhou,Guangdong,510006","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100653592","display_name":"Wensheng Li","orcid":"https://orcid.org/0000-0003-2756-0350"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wensheng Li","raw_affiliation_strings":["School of Computing, University of Electronic Science and Technology of China, Zhongshan Institution,Zhongshan,Guangdong,528402"],"affiliations":[{"raw_affiliation_string":"School of Computing, University of Electronic Science and Technology of China, Zhongshan Institution,Zhongshan,Guangdong,528402","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101802531","display_name":"Shuai Dong","orcid":"https://orcid.org/0009-0002-9287-9288"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuai Dong","raw_affiliation_strings":["School of Computing, University of Electronic Science and Technology of China, Zhongshan Institution,Zhongshan,Guangdong,528402"],"affiliations":[{"raw_affiliation_string":"School of Computing, University of Electronic Science and Technology of China, Zhongshan Institution,Zhongshan,Guangdong,528402","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102150198","display_name":"Yuanlie He","orcid":null},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanlie He","raw_affiliation_strings":["School of Computer Science and Technology, Guangdong University of Technology,Guangzhou,Guangdong,510006"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Guangdong University of Technology,Guangzhou,Guangdong,510006","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100753650","display_name":"Zhihua Yang","orcid":"https://orcid.org/0000-0002-6478-4866"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihua Yang","raw_affiliation_strings":["School of Automation, Guangdong University of Technology,Guangzhou,Guangdong,510006"],"affiliations":[{"raw_affiliation_string":"School of Automation, Guangdong University of Technology,Guangzhou,Guangdong,510006","institution_ids":["https://openalex.org/I139024713"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5084884747"],"corresponding_institution_ids":["https://openalex.org/I139024713"],"apc_list":null,"apc_paid":null,"fwci":0.3463,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.47151682,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"28","issue":null,"first_page":"1","last_page":"7"},"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":0.9994999766349792,"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":0.9994999766349792,"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/T11212","display_name":"Cultural Heritage Materials Analysis","score":0.9898999929428101,"subfield":{"id":"https://openalex.org/subfields/1204","display_name":"Archeology"},"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/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9545000195503235,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/computer-science","display_name":"Computer science","score":0.7112914323806763},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6201198101043701},{"id":"https://openalex.org/keywords/extractor","display_name":"Extractor","score":0.6088541150093079},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.596043050289154},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5761379599571228},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.49418309330940247},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.49178603291511536},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.46921077370643616},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4570302367210388},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.4546029269695282},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4205958843231201},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3660259246826172},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18014231324195862}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7112914323806763},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6201198101043701},{"id":"https://openalex.org/C117978034","wikidata":"https://www.wikidata.org/wiki/Q5422192","display_name":"Extractor","level":2,"score":0.6088541150093079},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.596043050289154},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5761379599571228},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.49418309330940247},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.49178603291511536},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.46921077370643616},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4570302367210388},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.4546029269695282},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4205958843231201},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3660259246826172},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18014231324195862},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cisp-bmei56279.2022.9979906","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisp-bmei56279.2022.9979906","pdf_url":null,"source":{"id":"https://openalex.org/S4363605502","display_name":"2022 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1901129140","https://openalex.org/W2051586572","https://openalex.org/W2194775991","https://openalex.org/W2526468814","https://openalex.org/W2825063406","https://openalex.org/W2921598903","https://openalex.org/W2921676720","https://openalex.org/W2979872020","https://openalex.org/W2991023786","https://openalex.org/W2994615081","https://openalex.org/W3009886659","https://openalex.org/W3014536880","https://openalex.org/W3036888753","https://openalex.org/W3041860201","https://openalex.org/W3046457381","https://openalex.org/W3120387510","https://openalex.org/W3159943315","https://openalex.org/W3163646131","https://openalex.org/W4242177601","https://openalex.org/W4297775537","https://openalex.org/W6737664043","https://openalex.org/W6795443141"],"related_works":["https://openalex.org/W3082848404","https://openalex.org/W1979583797","https://openalex.org/W2016864125","https://openalex.org/W2372254676","https://openalex.org/W2080135837","https://openalex.org/W2793679056","https://openalex.org/W3145050838","https://openalex.org/W4283332091","https://openalex.org/W2393154870","https://openalex.org/W1522196789"],"abstract_inverted_index":{"Biscuit":[0],"packaging":[1,11,116,195],"must":[2],"be":[3],"thoroughly":[4],"inspected":[5],"after":[6],"being":[7],"sealed.":[8],"However,":[9],"biscuit":[10,115,194],"defect":[12,42,69,99,196],"detection":[13,43,179,197],"remains":[14],"a":[15,40,55,78,133],"challenging":[16],"task":[17,58,88,95,107,112,131],"due":[18],"to":[19,96,137,142],"both":[20,65],"subtle":[21],"and":[22,28,68,104,118,128,177],"complex":[23],"textures":[24],"at":[25],"the":[26,29,86,92,98,102,105,109,125,129,139,145,148,152,155,181,190,193],"seal":[27],"lack":[30],"of":[31,89,101,113,147,154,192],"defective":[32],"samples.":[33],"To":[34,150],"overcome":[35],"these":[36],"difficulties,":[37],"we":[38],"propose":[39],"multi-task":[41,79,156,182],"framework":[44,80,183],"based":[45,81,184],"on":[46,82,144,185],"level":[47,51],"set":[48,52],"map.":[49],"First,":[50],"map":[53],"(LSM),":[54],"new":[56],"segmentation":[57,111],"label":[59],"is":[60,84,91,108],"proposed,":[61],"which":[62,90],"can":[63,187],"represent":[64],"contour":[66,146],"information":[67,71],"location":[70],"by":[72],"using":[73],"image":[74],"gray":[75],"value.":[76],"Then,":[77],"LSM":[83,186],"designed,":[85],"main":[87],"binary":[93],"classification":[94,175],"predict":[97],"state":[100],"packaging,":[103],"auxiliary":[106,130],"semantic":[110],"extracting":[114],"contours":[117],"locating":[119],"defects.":[120],"The":[121,167],"two":[122,158],"tasks":[123],"share":[124],"feature":[126,140],"extractor,":[127],"provides":[132],"supervised":[134],"spatial":[135],"attention":[136],"guide":[138],"extractor":[141],"focus":[143],"packaging.":[149],"verify":[151],"performance":[153],"framework,":[157,180],"real":[159],"datasets":[160],"under":[161],"different":[162],"acquisition":[163],"environments":[164],"are":[165],"established.":[166],"experimental":[168],"results":[169],"show":[170],"that,":[171],"compared":[172],"with":[173],"other":[174],"networks":[176],"object":[178],"significantly":[188],"improve":[189],"accuracy":[191],"task.":[198]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}
