{"id":"https://openalex.org/W4390489076","doi":"https://doi.org/10.1109/tcsvt.2023.3349007","title":"Context-Aware and Semantic-Consistent Spatial Interactions for One-Shot Object Detection Without Fine-Tuning","display_name":"Context-Aware and Semantic-Consistent Spatial Interactions for One-Shot Object Detection Without Fine-Tuning","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4390489076","doi":"https://doi.org/10.1109/tcsvt.2023.3349007"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2023.3349007","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2023.3349007","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Circuits and Systems for Video Technology","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/A5013604514","display_name":"Hanqing Yang","orcid":"https://orcid.org/0000-0002-4910-1238"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hanqing Yang","raw_affiliation_strings":["College of Control Science and Engineering, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-4910-1238","affiliations":[{"raw_affiliation_string":"College of Control Science and Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069455195","display_name":"Sijia Cai","orcid":"https://orcid.org/0009-0000-3511-4639"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sijia Cai","raw_affiliation_strings":["Alibaba Cloud, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alibaba Cloud, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074924505","display_name":"Bing Deng","orcid":"https://orcid.org/0000-0001-7591-9749"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bing Deng","raw_affiliation_strings":["Alibaba Cloud, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alibaba Cloud, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010419481","display_name":"Jieping Ye","orcid":"https://orcid.org/0000-0001-8662-5818"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jieping Ye","raw_affiliation_strings":["Alibaba Cloud, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alibaba Cloud, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029912845","display_name":"Guosheng Lin","orcid":"https://orcid.org/0000-0002-0329-7458"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Guosheng Lin","raw_affiliation_strings":["School of Computer Science and Engineering, Nanyang Technological University, Nanyang Avenue, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-0329-7458","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, Nanyang Avenue, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100733296","display_name":"Yu Zhang","orcid":"https://orcid.org/0000-0002-0043-4904"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Zhang","raw_affiliation_strings":["College of Control Science and Engineering, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-0043-4904","affiliations":[{"raw_affiliation_string":"College of Control Science and Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8175,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.70286392,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"34","issue":"7","first_page":"5424","last_page":"5439"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9998000264167786,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9998000264167786,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9980999827384949,"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"}},{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7861964106559753},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6021856069564819},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.5757606029510498},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5161346197128296},{"id":"https://openalex.org/keywords/spatial-contextual-awareness","display_name":"Spatial contextual awareness","score":0.5111942887306213},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.45942404866218567},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.43973326683044434},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.43542274832725525},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.34442901611328125}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7861964106559753},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6021856069564819},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.5757606029510498},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5161346197128296},{"id":"https://openalex.org/C64754055","wikidata":"https://www.wikidata.org/wiki/Q7574053","display_name":"Spatial contextual awareness","level":2,"score":0.5111942887306213},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.45942404866218567},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.43973326683044434},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.43542274832725525},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.34442901611328125},{"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/tcsvt.2023.3349007","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2023.3349007","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Circuits and Systems for Video Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2575069074","display_name":null,"funder_award_id":"62088101","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":122,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1861492603","https://openalex.org/W2031489346","https://openalex.org/W2108598243","https://openalex.org/W2194775991","https://openalex.org/W2565639579","https://openalex.org/W2788210750","https://openalex.org/W2884561390","https://openalex.org/W2895735186","https://openalex.org/W2902069582","https://openalex.org/W2902739487","https://openalex.org/W2923601983","https://openalex.org/W2960251737","https://openalex.org/W2962721361","https://openalex.org/W2963037989","https://openalex.org/W2963091558","https://openalex.org/W2963857746","https://openalex.org/W2964105864","https://openalex.org/W2964241181","https://openalex.org/W2971252756","https://openalex.org/W2982121679","https://openalex.org/W2983156430","https://openalex.org/W2996583130","https://openalex.org/W2997322677","https://openalex.org/W3009213340","https://openalex.org/W3021734639","https://openalex.org/W3027148451","https://openalex.org/W3034275286","https://openalex.org/W3034971973","https://openalex.org/W3034974675","https://openalex.org/W3035513921","https://openalex.org/W3035578028","https://openalex.org/W3096609285","https://openalex.org/W3097651496","https://openalex.org/W3106728613","https://openalex.org/W3106938141","https://openalex.org/W3109421546","https://openalex.org/W3110243719","https://openalex.org/W3110528336","https://openalex.org/W3131500599","https://openalex.org/W3138516171","https://openalex.org/W3139180514","https://openalex.org/W3149623420","https://openalex.org/W3154360923","https://openalex.org/W3166058839","https://openalex.org/W3166285241","https://openalex.org/W3169422999","https://openalex.org/W3169708801","https://openalex.org/W3173355903","https://openalex.org/W3174017448","https://openalex.org/W3174178235","https://openalex.org/W3174396556","https://openalex.org/W3175577495","https://openalex.org/W3179565650","https://openalex.org/W3180725527","https://openalex.org/W3180959016","https://openalex.org/W3181461461","https://openalex.org/W3186145529","https://openalex.org/W3190624940","https://openalex.org/W3191799143","https://openalex.org/W3194193742","https://openalex.org/W3200297852","https://openalex.org/W3202403972","https://openalex.org/W3205280353","https://openalex.org/W3205959870","https://openalex.org/W3211937532","https://openalex.org/W3211980987","https://openalex.org/W4214573368","https://openalex.org/W4214724741","https://openalex.org/W4225569978","https://openalex.org/W4226090374","https://openalex.org/W4236105240","https://openalex.org/W4250482878","https://openalex.org/W4285106469","https://openalex.org/W4285203457","https://openalex.org/W4285298122","https://openalex.org/W4285310685","https://openalex.org/W4290994873","https://openalex.org/W4292787476","https://openalex.org/W4296437452","https://openalex.org/W4298010130","https://openalex.org/W4307701816","https://openalex.org/W4312233661","https://openalex.org/W4312269975","https://openalex.org/W4312313652","https://openalex.org/W4312336875","https://openalex.org/W4312443348","https://openalex.org/W4312465640","https://openalex.org/W4312527115","https://openalex.org/W4312530527","https://openalex.org/W4312702383","https://openalex.org/W4312755049","https://openalex.org/W4312785900","https://openalex.org/W4312796204","https://openalex.org/W4312898625","https://openalex.org/W4312905711","https://openalex.org/W4313021399","https://openalex.org/W4313147673","https://openalex.org/W4313160444","https://openalex.org/W4313186222","https://openalex.org/W4382466690","https://openalex.org/W4385245566","https://openalex.org/W4385801129","https://openalex.org/W4390874575","https://openalex.org/W6754984195","https://openalex.org/W6756356357","https://openalex.org/W6767471572","https://openalex.org/W6768454739","https://openalex.org/W6774983715","https://openalex.org/W6776419441","https://openalex.org/W6779709467","https://openalex.org/W6791353385","https://openalex.org/W6792515593","https://openalex.org/W6795934563","https://openalex.org/W6802648153","https://openalex.org/W6803470121","https://openalex.org/W6803550169","https://openalex.org/W6803928784","https://openalex.org/W6810985289","https://openalex.org/W6839632867","https://openalex.org/W6929495744","https://openalex.org/W6947681574"],"related_works":["https://openalex.org/W2081900870","https://openalex.org/W4390516098","https://openalex.org/W2181948922","https://openalex.org/W2384362569","https://openalex.org/W2183306018","https://openalex.org/W2549990292","https://openalex.org/W2345479200","https://openalex.org/W4205302943","https://openalex.org/W2951819827","https://openalex.org/W2119949815"],"abstract_inverted_index":{"One-shot":[0],"object":[1],"detection":[2],"(OSOD)":[3],"without":[4,32],"fine-tuning":[5,35],"has":[6],"recently":[7],"garnered":[8],"considerable":[9],"attention":[10],"and":[11,50,76,87,116,142,200,205],"research":[12],"focus.":[13],"It":[14],"aims":[15],"to":[16,61,102,156,174],"directly":[17],"detect":[18],"novel-class":[19],"objects":[20],"in":[21],"the":[22,34,47,83,104,111,117,122,133,152,158,176,183,194],"target":[23],"image":[24,30,42,55,125],"by":[25,72,109,198],"providing":[26],"merely":[27],"one":[28],"support":[29],"patch":[31],"undergoing":[33],"stage.":[36],"However,":[37],"most":[38],"existing":[39],"methods":[40,197],"adopt":[41],"pair":[43],"matching":[44,141],"regardless":[45],"of":[46,54,85],"scale":[48],"inconsistency":[49],"spatial":[51,107],"semantic":[52,160],"mismatch":[53],"pairs,":[56],"which":[57],"limits":[58],"their":[59],"ability":[60],"acquire":[62],"high-quality":[63],"target-support":[64,163,180],"related":[65],"features.":[66],"This":[67],"paper":[68],"addresses":[69],"these":[70],"limitations":[71],"incorporating":[73],"cross-scale":[74,106],"contexts":[75],"semantic-consistent":[77],"cues":[78],"that":[79,150,189],"are":[80,127],"robust":[81],"against":[82],"challenges":[84],"scarce":[86],"ambiguous":[88],"matching.":[89],"Specifically,":[90],"we":[91,131],"first":[92],"introduce":[93],"a":[94,144,166],"simple":[95],"yet":[96],"effective":[97],"Aggregation-Transformer-based":[98],"Pyramid":[99],"(ATP)":[100],"module":[101,149],"explore":[103],"long-range":[105,159],"interactions":[108,178],"employing":[110],"customized":[112],"size-aware":[113],"aggregation":[114],"approach":[115,191],"vanilla":[118],"transformer":[119],"encoder,":[120],"thus":[121],"coarse-to-fine":[123],"local":[124],"patterns":[126],"optimally":[128],"utilized.":[129],"Furthermore,":[130],"formulate":[132],"4D":[134],"contrastive":[135],"cross-correlation":[136],"tensor":[137],"for":[138,162,182,208],"instance-level":[139],"features":[140],"suggest":[143],"Geometric":[145],"Consistent":[146],"Correlation":[147],"(GCC)":[148],"utilizes":[151],"bidirectional":[153],"spatial-aware":[154],"convolutions":[155],"extract":[157],"correspondences":[161],"pairs.":[164],"Additionally,":[165],"Channel":[167],"Contrastive":[168],"Learning":[169],"(CCL)":[170],"branch":[171],"is":[172],"adopted":[173],"complement":[175],"inter-channel":[177],"between":[179],"pairs":[181],"GCC":[184],"module.":[185],"Extensive":[186],"experiments":[187],"demonstrate":[188],"our":[190],"significantly":[192],"outperforms":[193],"previous":[195],"state-of-the-art":[196],"6.5%":[199],"2.1%":[201],"on":[202],"PASCAL":[203],"VOC":[204],"COCO":[206],"datasets":[207],"unseen":[209],"classes,":[210],"respectively.":[211]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
