{"id":"https://openalex.org/W4282032533","doi":"https://doi.org/10.1142/s0218001422500331","title":"Human\u2013Object Interaction Detection Based on Star Graph","display_name":"Human\u2013Object Interaction Detection Based on Star Graph","publication_year":2022,"publication_date":"2022-06-04","ids":{"openalex":"https://openalex.org/W4282032533","doi":"https://doi.org/10.1142/s0218001422500331"},"language":"en","primary_location":{"id":"doi:10.1142/s0218001422500331","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218001422500331","pdf_url":null,"source":{"id":"https://openalex.org/S41486457","display_name":"International Journal of Pattern Recognition and Artificial Intelligence","issn_l":"0218-0014","issn":["0218-0014","1793-6381"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Pattern Recognition and Artificial Intelligence","raw_type":"journal-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/A5058554865","display_name":"Shuang Cai","orcid":"https://orcid.org/0000-0002-8896-7704"},"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":"Shuang Cai","raw_affiliation_strings":["School of Mechatronic Engineering and Automation, Shanghai University, Shanghai 200444, P.\u00a0R.\u00a0China"],"affiliations":[{"raw_affiliation_string":"School of Mechatronic Engineering and Automation, Shanghai University, Shanghai 200444, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100760805","display_name":"Shiwei Ma","orcid":"https://orcid.org/0000-0001-6039-5030"},"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":"Shiwei Ma","raw_affiliation_strings":["School of Mechatronic Engineering and Automation, Shanghai University, Shanghai 200444, P.\u00a0R.\u00a0China"],"affiliations":[{"raw_affiliation_string":"School of Mechatronic Engineering and Automation, Shanghai University, Shanghai 200444, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020003125","display_name":"Dongzhou Gu","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":"Dongzhou Gu","raw_affiliation_strings":["School of Mechatronic Engineering and Automation, Shanghai University, Shanghai 200444, P.\u00a0R.\u00a0China"],"affiliations":[{"raw_affiliation_string":"School of Mechatronic Engineering and Automation, Shanghai University, Shanghai 200444, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100371639","display_name":"Chang Wang","orcid":"https://orcid.org/0000-0001-6685-3629"},"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":"Chang Wang","raw_affiliation_strings":["School of Mechatronic Engineering and Automation, Shanghai University, Shanghai 200444, P.\u00a0R.\u00a0China"],"affiliations":[{"raw_affiliation_string":"School of Mechatronic Engineering and Automation, Shanghai University, Shanghai 200444, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I113940042"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100760805"],"corresponding_institution_ids":["https://openalex.org/I113940042"],"apc_list":null,"apc_paid":null,"fwci":0.2012,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.45676482,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"36","issue":"09","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9994000196456909,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9994000196456909,"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"}},{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9990000128746033,"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"}},{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/computer-science","display_name":"Computer science","score":0.7303954362869263},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.6212638020515442},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.5329042077064514},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39817720651626587}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7303954362869263},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.6212638020515442},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.5329042077064514},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39817720651626587}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218001422500331","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218001422500331","pdf_url":null,"source":{"id":"https://openalex.org/S41486457","display_name":"International Journal of Pattern Recognition and Artificial Intelligence","issn_l":"0218-0014","issn":["0218-0014","1793-6381"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Pattern Recognition and Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1501856433","https://openalex.org/W2150120952","https://openalex.org/W2193145675","https://openalex.org/W2194775991","https://openalex.org/W2565639579","https://openalex.org/W2777602943","https://openalex.org/W2800791174","https://openalex.org/W2804847616","https://openalex.org/W2806070179","https://openalex.org/W2888096830","https://openalex.org/W2903718489","https://openalex.org/W2940457086","https://openalex.org/W2962811161","https://openalex.org/W2962844592","https://openalex.org/W2963076818","https://openalex.org/W2963097937","https://openalex.org/W2964225075","https://openalex.org/W2990599624","https://openalex.org/W2997150218","https://openalex.org/W3009811369","https://openalex.org/W3034951775","https://openalex.org/W3089856079","https://openalex.org/W3096193467","https://openalex.org/W3106250896","https://openalex.org/W3118408813","https://openalex.org/W3128930415","https://openalex.org/W3159502203","https://openalex.org/W3185600776"],"related_works":["https://openalex.org/W3107474891","https://openalex.org/W4317655900","https://openalex.org/W2391817034","https://openalex.org/W2801014462","https://openalex.org/W2900673039","https://openalex.org/W2067737487","https://openalex.org/W2333750674","https://openalex.org/W3095522972","https://openalex.org/W3005218912","https://openalex.org/W3044187822"],"abstract_inverted_index":{"Graph":[0,76],"attention":[1],"networks":[2],"(GATs)-based":[3],"method":[4,62,155],"performs":[5,156],"well":[6],"in":[7,37,126],"Human\u2013Object":[8],"Interaction":[9],"(HOI)":[10],"detection":[11],"due":[12],"to":[13,16,46,89,121],"its":[14],"ability":[15],"aggregate":[17],"contextual":[18,53,117,133],"information.":[19,134],"However,":[20],"the":[21,29,35,41,48,94,98,107,112,116,123,128,149,153,161],"traditional":[22],"GATs-based":[23],"methods":[24,163],"are":[25,44,87,136],"computationally":[26],"intensive,":[27],"and":[28,74,83,93,146,148],"graph\u2019s":[30],"structure":[31,96],"cannot":[32],"effectively":[33],"represent":[34,102],"HOI":[36,103,142],"an":[38],"image.":[39],"Meanwhile,":[40,106],"graph":[42,65,82,86,100,124],"models":[43,66],"unable":[45],"predict":[47],"interactions":[49,129],"that":[50,110,130,152],"involve":[51,131],"less":[52,132],"information":[54,118],"correctly.":[55],"In":[56],"this":[57],"paper,":[58],"we":[59],"design":[60],"a":[61],"based":[63,164],"on":[64,139,165],"called":[67],"V-SGATs,":[68],"which":[69],"stands":[70],"for":[71],"Visual":[72],"Branch":[73],"Star":[75],"Attention":[77],"Networks.":[78],"The":[79],"human-centric":[80],"star":[81,85,99],"object-centric":[84],"adopted":[88],"reduce":[90],"computational":[91],"complexity,":[92],"logical":[95],"of":[97,160],"can":[101],"more":[104],"reasonably.":[105],"visual":[108],"branch":[109],"recognizes":[111],"interaction":[113],"without":[114],"utilizing":[115],"is":[119],"designed":[120],"aid":[122],"model":[125],"predicting":[127],"Experiments":[135],"carried":[137],"out":[138],"two":[140],"large-scale":[141],"public":[143],"benchmarks":[144],"V-COCO":[145],"HICO-DET,":[147],"results":[150],"show":[151],"proposed":[154],"better":[157],"than":[158],"most":[159],"existing":[162],"GATs.":[166]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}