{"id":"https://openalex.org/W4381744195","doi":"https://doi.org/10.1109/cscwd57460.2023.10152547","title":"Graph Pooling based Human Detection Method for Industrial Application","display_name":"Graph Pooling based Human Detection Method for Industrial Application","publication_year":2023,"publication_date":"2023-05-24","ids":{"openalex":"https://openalex.org/W4381744195","doi":"https://doi.org/10.1109/cscwd57460.2023.10152547"},"language":"en","primary_location":{"id":"doi:10.1109/cscwd57460.2023.10152547","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cscwd57460.2023.10152547","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 26th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","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/A5101216175","display_name":"Yinning Shao","orcid":null},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yinning Shao","raw_affiliation_strings":["Tongji University,College of Electronic and Information Engineering,Shanghai,China","College of Electronic and Information Engineering, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Tongji University,College of Electronic and Information Engineering,Shanghai,China","institution_ids":["https://openalex.org/I116953780"]},{"raw_affiliation_string":"College of Electronic and Information Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063772112","display_name":"Yukai Zhao","orcid":"https://orcid.org/0000-0001-8924-3356"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yukai Zhao","raw_affiliation_strings":["Tongji University,College of Electronic and Information Engineering,Shanghai,China","College of Electronic and Information Engineering, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Tongji University,College of Electronic and Information Engineering,Shanghai,China","institution_ids":["https://openalex.org/I116953780"]},{"raw_affiliation_string":"College of Electronic and Information Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064334641","display_name":"Hang Yu","orcid":"https://orcid.org/0000-0002-0125-8244"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hang Yu","raw_affiliation_strings":["Tongji University,College of Electronic and Information Engineering,Shanghai,China","College of Electronic and Information Engineering, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Tongji University,College of Electronic and Information Engineering,Shanghai,China","institution_ids":["https://openalex.org/I116953780"]},{"raw_affiliation_string":"College of Electronic and Information Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112512086","display_name":"Min Liu","orcid":"https://orcid.org/0000-0003-1491-6514"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Liu","raw_affiliation_strings":["Tongji University,College of Electronic and Information Engineering,Shanghai,China","College of Electronic and Information Engineering, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Tongji University,College of Electronic and Information Engineering,Shanghai,China","institution_ids":["https://openalex.org/I116953780"]},{"raw_affiliation_string":"College of Electronic and Information Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100531172","display_name":"Yunlong Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunlong Ma","raw_affiliation_strings":["Tongji University,College of Electronic and Information Engineering,Shanghai,China","College of Electronic and Information Engineering, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Tongji University,College of Electronic and Information Engineering,Shanghai,China","institution_ids":["https://openalex.org/I116953780"]},{"raw_affiliation_string":"College of Electronic and Information Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101216175"],"corresponding_institution_ids":["https://openalex.org/I116953780"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05909097,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1390","last_page":"1395"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9627000093460083,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9627000093460083,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pooling","display_name":"Pooling","score":0.8812689781188965},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.799997091293335},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.6424828767776489},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.6380385756492615},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6332062482833862},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6295742392539978},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.4761136472225189},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.47202128171920776},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.45478877425193787},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4248197674751282},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3301343321800232},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.19098499417304993},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1000778079032898}],"concepts":[{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.8812689781188965},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.799997091293335},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.6424828767776489},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.6380385756492615},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6332062482833862},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6295742392539978},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4761136472225189},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.47202128171920776},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.45478877425193787},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4248197674751282},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3301343321800232},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.19098499417304993},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1000778079032898},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cscwd57460.2023.10152547","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cscwd57460.2023.10152547","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 26th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","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":0,"referenced_works":[],"related_works":["https://openalex.org/W2953234277","https://openalex.org/W2626256601","https://openalex.org/W2900413183","https://openalex.org/W147410782","https://openalex.org/W4287804464","https://openalex.org/W3022252430","https://openalex.org/W3103989898","https://openalex.org/W2152352598","https://openalex.org/W803346624","https://openalex.org/W2810679507"],"abstract_inverted_index":{"Human":[0],"detection":[1,64],"is":[2,107,122],"an":[3,77],"important":[4],"problem":[5],"which":[6],"has":[7,165],"many":[8],"applications":[9],"in":[10],"collaborative":[11],"manufacturing,":[12],"such":[13],"as":[14,82],"employee":[15],"counting":[16],"and":[17,79,91,126,164],"human":[18,63,136],"fatigue":[19],"detection.":[20,137],"Recently,":[21],"some":[22],"methods":[23],"based":[24,62],"on":[25,141],"convolutional":[26],"neural":[27],"network":[28],"(CNN)":[29],"have":[30],"been":[31],"proposed":[32,157],"to":[33,45,66,109,124,128],"solve":[34],"this":[35,55],"problem,":[36],"but":[37,112],"they":[38],"often":[39],"suffer":[40],"from":[41,51,115,149],"poor":[42],"generalization":[43,69,167],"due":[44],"the":[46,68,88,92,100,116,119,156,160],"lack":[47],"of":[48,70,94,99,147],"real-world":[49],"datasets":[50],"industrial":[52,150],"scenarios.":[53,151],"In":[54],"paper,":[56],"we":[57,75],"propose":[58],"a":[59,83,103,129,144],"graph":[60,84,104,121],"pooling":[61,105],"method":[65,158],"improve":[67],"existing":[71],"CNN":[72,131,162],"models.":[73],"First,":[74],"segment":[76],"image":[78,125],"abstract":[80],"it":[81],"where":[85],"nodes":[86,95],"represent":[87],"segmented":[89],"regions":[90],"features":[93,114],"are":[96],"pixel":[97],"values":[98],"segmentation.":[101],"Second,":[102],"model":[106,132,163],"used":[108],"extract":[110],"coarse-grained":[111],"informative":[113],"graph.":[117],"Next,":[118],"pooled":[120],"reconstructed":[123],"input":[127],"popular":[130,161],"(i.e.,":[133],"YOLOv5)":[134],"for":[135],"We":[138],"perform":[139],"experiments":[140],"data":[142],"containing":[143],"great":[145],"number":[146],"images":[148],"Experimental":[152],"results":[153],"show":[154],"that":[155],"outperforms":[159],"better":[166],"performance.":[168]},"counts_by_year":[],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}