{"id":"https://openalex.org/W4390417656","doi":"https://doi.org/10.1109/icait59485.2023.10367417","title":"Spatial Attention Enhanced Wafer Defect Classification Algorithm for Tiny Defects","display_name":"Spatial Attention Enhanced Wafer Defect Classification Algorithm for Tiny Defects","publication_year":2023,"publication_date":"2023-10-13","ids":{"openalex":"https://openalex.org/W4390417656","doi":"https://doi.org/10.1109/icait59485.2023.10367417"},"language":"en","primary_location":{"id":"doi:10.1109/icait59485.2023.10367417","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icait59485.2023.10367417","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 15th International Conference on Advanced Infocomm Technology (ICAIT)","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/A5114118721","display_name":"Can Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Can Ma","raw_affiliation_strings":["School of Microelectronics, Shanghai University,Shanghai,China","School of Microelectronics, Shanghai University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Microelectronics, Shanghai University,Shanghai,China","institution_ids":["https://openalex.org/I113940042"]},{"raw_affiliation_string":"School of Microelectronics, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001864602","display_name":"Luyang Jie","orcid":null},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Luyang Jie","raw_affiliation_strings":["School of Microelectronics, Shanghai University,Shanghai,China","School of Microelectronics, Shanghai University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Microelectronics, Shanghai University,Shanghai,China","institution_ids":["https://openalex.org/I113940042"]},{"raw_affiliation_string":"School of Microelectronics, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036613051","display_name":"Yiming Yao","orcid":"https://orcid.org/0000-0002-5751-8180"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiming Yao","raw_affiliation_strings":["School of Microelectronics, Shanghai University,Shanghai,China","School of Microelectronics, Shanghai University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Microelectronics, Shanghai University,Shanghai,China","institution_ids":["https://openalex.org/I113940042"]},{"raw_affiliation_string":"School of Microelectronics, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101645345","display_name":"Tong Xu","orcid":"https://orcid.org/0000-0001-8024-1012"},"institutions":[{"id":"https://openalex.org/I4210132948","display_name":"Shanghai Chengtou (China)","ror":"https://ror.org/041rv6v55","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210132948"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tong Xu","raw_affiliation_strings":["Shanghai Chipon Sensing Technology Co.Ltd,Shanghai,China","Shanghai Chipon Sensing Technology Co.Ltd, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Chipon Sensing Technology Co.Ltd,Shanghai,China","institution_ids":["https://openalex.org/I4210132948"]},{"raw_affiliation_string":"Shanghai Chipon Sensing Technology Co.Ltd, Shanghai, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073732340","display_name":"Lilei Hu","orcid":"https://orcid.org/0000-0002-8493-2440"},"institutions":[{"id":"https://openalex.org/I4210146919","display_name":"Shanghai Industrial Technology Institute","ror":"https://ror.org/03j1pdd39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210146919"]},{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lilei Hu","raw_affiliation_strings":["School of Microelectronics, Shanghai University,Shanghai,China","Shanghai Industrial uTechnology Research Institution, Shanghai, China","School of Microelectronics, Shanghai University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Microelectronics, Shanghai University,Shanghai,China","institution_ids":["https://openalex.org/I113940042"]},{"raw_affiliation_string":"Shanghai Industrial uTechnology Research Institution, Shanghai, China","institution_ids":["https://openalex.org/I4210146919"]},{"raw_affiliation_string":"School of Microelectronics, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5114118721"],"corresponding_institution_ids":["https://openalex.org/I113940042"],"apc_list":null,"apc_paid":null,"fwci":0.2076,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.62112922,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"380","last_page":"384"},"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":1.0,"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":1.0,"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/T14117","display_name":"Integrated Circuits and Semiconductor Failure Analysis","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/wafer","display_name":"Wafer","score":0.863441526889801},{"id":"https://openalex.org/keywords/semiconductor-device-fabrication","display_name":"Semiconductor device fabrication","score":0.691097617149353},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5394561886787415},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5243737697601318},{"id":"https://openalex.org/keywords/wafer-testing","display_name":"Wafer testing","score":0.5051186680793762},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4583340287208557},{"id":"https://openalex.org/keywords/chip","display_name":"Chip","score":0.4373071789741516},{"id":"https://openalex.org/keywords/wafer-fabrication","display_name":"Wafer fabrication","score":0.41562992334365845},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.37513333559036255},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.35674336552619934},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.24344617128372192},{"id":"https://openalex.org/keywords/optoelectronics","display_name":"Optoelectronics","score":0.15978506207466125},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.0803804099559784}],"concepts":[{"id":"https://openalex.org/C160671074","wikidata":"https://www.wikidata.org/wiki/Q267131","display_name":"Wafer","level":2,"score":0.863441526889801},{"id":"https://openalex.org/C66018809","wikidata":"https://www.wikidata.org/wiki/Q1570432","display_name":"Semiconductor device fabrication","level":3,"score":0.691097617149353},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5394561886787415},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5243737697601318},{"id":"https://openalex.org/C44445679","wikidata":"https://www.wikidata.org/wiki/Q2538844","display_name":"Wafer testing","level":3,"score":0.5051186680793762},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4583340287208557},{"id":"https://openalex.org/C165005293","wikidata":"https://www.wikidata.org/wiki/Q1074500","display_name":"Chip","level":2,"score":0.4373071789741516},{"id":"https://openalex.org/C35750839","wikidata":"https://www.wikidata.org/wiki/Q7959421","display_name":"Wafer fabrication","level":3,"score":0.41562992334365845},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.37513333559036255},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.35674336552619934},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24344617128372192},{"id":"https://openalex.org/C49040817","wikidata":"https://www.wikidata.org/wiki/Q193091","display_name":"Optoelectronics","level":1,"score":0.15978506207466125},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0803804099559784},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icait59485.2023.10367417","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icait59485.2023.10367417","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 15th International Conference on Advanced Infocomm Technology (ICAIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5199999809265137,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1975930848","https://openalex.org/W2020286945","https://openalex.org/W2103179763","https://openalex.org/W2104550562","https://openalex.org/W2194775991","https://openalex.org/W2752782242","https://openalex.org/W2768753204","https://openalex.org/W2790607928","https://openalex.org/W2801452508","https://openalex.org/W2920311927","https://openalex.org/W2940617832","https://openalex.org/W2953755354","https://openalex.org/W3024903722","https://openalex.org/W3039229032","https://openalex.org/W3141797743","https://openalex.org/W3187838195","https://openalex.org/W4312538217"],"related_works":["https://openalex.org/W2170726572","https://openalex.org/W2146435486","https://openalex.org/W2006086900","https://openalex.org/W1483119123","https://openalex.org/W2377558694","https://openalex.org/W2992897358","https://openalex.org/W2394172622","https://openalex.org/W1593076923","https://openalex.org/W2118048293","https://openalex.org/W2148670835"],"abstract_inverted_index":{"Wafer":[0],"inspection":[1,12,54,58,88],"is":[2,16,76,115,158],"a":[3,39,77,80,99,125,169,177,183],"crucial":[4],"step":[5],"in":[6,20,71,90,120,151,163],"the":[7,46,91,130,148,152],"semiconductor":[8,57,92],"manufacturing":[9,49,93],"process.":[10,50],"Accurate":[11],"of":[13,17,129,186],"wafer":[14,48,86,104,121,153,165],"defects":[15,119,162],"great":[18],"significance":[19],"ensuring":[21],"chip":[22,43],"quality,":[23],"improving":[24],"production":[25],"efficiency,":[26],"and":[27,36,66,83,112,140],"reducing":[28],"cost":[29],"losses.":[30],"Surface":[31],"defects,":[32],"such":[33],"as":[34,118],"pits":[35],"scratches,":[37],"have":[38],"significant":[40],"impact":[41],"on":[42],"yield":[44],"during":[45],"intricate":[47],"For":[51],"further":[52],"higher":[53],"capability,":[55],"conventional":[56],"methods":[59],"are":[60],"limited":[61,184],"by":[62,160,168],"optical":[63,171],"imaging":[64],"resolution":[65],"signal":[67],"capture":[68],"capabilities,":[69],"resulting":[70],"low":[72],"efficiency.":[73],"Therefore,":[74,137],"there":[75],"need":[78],"for":[79,103],"more":[81],"efficient":[82],"high-performance":[84],"automatic":[85],"defect":[87,105,149,187],"method":[89],"industry.":[94],"To":[95],"address":[96],"this":[97],"challenge,":[98],"deep":[100],"learning":[101],"network":[102],"classification":[106,179],"that":[107],"uses":[108],"spatial":[109],"attention":[110],"block":[111],"residual":[113],"structure":[114],"proposed.":[116],"Moreover,":[117],"images":[122],"only":[123],"occupy":[124],"very":[126],"small":[127],"portion":[128],"entire":[131],"image":[132],"scale,":[133],"therefore,":[134],"easily":[135],"overlooked.":[136],"hot-spot":[138],"mapping":[139],"denoising":[141],"were":[142],"carried":[143],"out":[144],"to":[145],"effectively":[146],"enhance":[147],"features":[150],"images.":[154],"The":[155,173],"proposed":[156],"algorithm":[157,174],"evaluated":[159],"classifying":[161],"real":[164],"data":[166],"collected":[167],"home-developed":[170],"system.":[172],"has":[175],"demonstrated":[176],"comprehensive":[178],"performance,":[180],"even":[181],"with":[182],"number":[185],"samples,":[188],"surpassing":[189],"other":[190],"models.":[191]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-25T23:11:45.687758","created_date":"2025-10-10T00:00:00"}
