{"id":"https://openalex.org/W4312781996","doi":"https://doi.org/10.1109/tcsvt.2022.3232688","title":"Tiny Object Detection via Regional Cross Self-Attention Network","display_name":"Tiny Object Detection via Regional Cross Self-Attention Network","publication_year":2022,"publication_date":"2022-12-27","ids":{"openalex":"https://openalex.org/W4312781996","doi":"https://doi.org/10.1109/tcsvt.2022.3232688"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2022.3232688","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2022.3232688","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/A5101638925","display_name":"Keyang Cheng","orcid":"https://orcid.org/0000-0001-5240-1605"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Keyang Cheng","raw_affiliation_strings":["School of Computer Science and Communication Engineering, Jiangsu University, Zhenjiang, China","School of Computer Science and Communication Engineering, JiangSu University, Zhenjiang, China"],"raw_orcid":"https://orcid.org/0000-0001-5240-1605","affiliations":[{"raw_affiliation_string":"School of Computer Science and Communication Engineering, Jiangsu University, Zhenjiang, China","institution_ids":["https://openalex.org/I115592961"]},{"raw_affiliation_string":"School of Computer Science and Communication Engineering, JiangSu University, Zhenjiang, China","institution_ids":["https://openalex.org/I115592961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077586136","display_name":"Honggang Cui","orcid":"https://orcid.org/0000-0002-4684-2655"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Honggang Cui","raw_affiliation_strings":["School of Computer Science and Communication Engineering, Jiangsu University, Zhenjiang, China","School of Computer Science and Communication Engineering, JiangSu University, Zhenjiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Communication Engineering, Jiangsu University, Zhenjiang, China","institution_ids":["https://openalex.org/I115592961"]},{"raw_affiliation_string":"School of Computer Science and Communication Engineering, JiangSu University, Zhenjiang, China","institution_ids":["https://openalex.org/I115592961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043225925","display_name":"Humaira Abdul Ghafoor","orcid":null},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Humaira Abdul Ghafoor","raw_affiliation_strings":["School of Computer Science and Communication Engineering, Jiangsu University, Zhenjiang, China","School of Computer Science and Communication Engineering, JiangSu University, Zhenjiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Communication Engineering, Jiangsu University, Zhenjiang, China","institution_ids":["https://openalex.org/I115592961"]},{"raw_affiliation_string":"School of Computer Science and Communication Engineering, JiangSu University, Zhenjiang, China","institution_ids":["https://openalex.org/I115592961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101724334","display_name":"Hao Wan","orcid":"https://orcid.org/0000-0002-1329-8657"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Wan","raw_affiliation_strings":["School of Computer Science and Communication Engineering, Jiangsu University, Zhenjiang, China","School of Computer Science and Communication Engineering, JiangSu University, Zhenjiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Communication Engineering, Jiangsu University, Zhenjiang, China","institution_ids":["https://openalex.org/I115592961"]},{"raw_affiliation_string":"School of Computer Science and Communication Engineering, JiangSu University, Zhenjiang, China","institution_ids":["https://openalex.org/I115592961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068470372","display_name":"Qirong Mao","orcid":"https://orcid.org/0000-0002-0616-4431"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qirong Mao","raw_affiliation_strings":["School of Computer Science and Communication Engineering, Jiangsu University, Zhenjiang, China","School of Computer Science and Communication Engineering, JiangSu University, Zhenjiang, China"],"raw_orcid":"https://orcid.org/0000-0002-0616-4431","affiliations":[{"raw_affiliation_string":"School of Computer Science and Communication Engineering, Jiangsu University, Zhenjiang, China","institution_ids":["https://openalex.org/I115592961"]},{"raw_affiliation_string":"School of Computer Science and Communication Engineering, JiangSu University, Zhenjiang, China","institution_ids":["https://openalex.org/I115592961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046419939","display_name":"Yongzhao Zhan","orcid":"https://orcid.org/0000-0001-7475-2895"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongzhao Zhan","raw_affiliation_strings":["School of Computer Science and Communication Engineering, Jiangsu University, Zhenjiang, China","School of Computer Science and Communication Engineering, JiangSu University, Zhenjiang, China"],"raw_orcid":"https://orcid.org/0000-0001-7475-2895","affiliations":[{"raw_affiliation_string":"School of Computer Science and Communication Engineering, Jiangsu University, Zhenjiang, China","institution_ids":["https://openalex.org/I115592961"]},{"raw_affiliation_string":"School of Computer Science and Communication Engineering, JiangSu University, Zhenjiang, China","institution_ids":["https://openalex.org/I115592961"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I115592961"],"apc_list":null,"apc_paid":null,"fwci":1.1341,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.77964552,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"34","issue":"10","first_page":"8984","last_page":"8996"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9988999962806702,"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":0.9988999962806702,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9959999918937683,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9955999851226807,"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/computer-science","display_name":"Computer science","score":0.8010088205337524},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.682056725025177},{"id":"https://openalex.org/keywords/encode","display_name":"ENCODE","score":0.6680493950843811},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6071525812149048},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.5202054381370544},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5156453847885132},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.5108275413513184},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.47852954268455505},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.4609779119491577},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.45875999331474304},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.42897215485572815},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.35485541820526123},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.20956936478614807},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09917706251144409}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8010088205337524},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.682056725025177},{"id":"https://openalex.org/C66746571","wikidata":"https://www.wikidata.org/wiki/Q1134833","display_name":"ENCODE","level":3,"score":0.6680493950843811},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6071525812149048},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.5202054381370544},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5156453847885132},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.5108275413513184},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.47852954268455505},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.4609779119491577},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.45875999331474304},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.42897215485572815},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.35485541820526123},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.20956936478614807},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09917706251144409},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2022.3232688","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2022.3232688","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":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5199999809265137}],"awards":[{"id":"https://openalex.org/G2932493905","display_name":"\u9762\u5411\u57ce\u5e02\u89c6\u89c9\u611f\u77e5\u5206\u6790\u7684\u53ef\u89e3\u91ca\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u7814\u7a76","funder_award_id":"61972183","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7158469337","display_name":null,"funder_award_id":"62176106","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8142338255","display_name":null,"funder_award_id":"U1836220","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G937622282","display_name":null,"funder_award_id":"BE2022781","funder_id":"https://openalex.org/F4320325288","funder_display_name":"Shorai Foundation for Science and Technology"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320325288","display_name":"Shorai Foundation for Science and Technology","ror":"https://ror.org/05pe31w16"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W2136848157","https://openalex.org/W2143612262","https://openalex.org/W2412782625","https://openalex.org/W2561196672","https://openalex.org/W2565639579","https://openalex.org/W2570343428","https://openalex.org/W2753608104","https://openalex.org/W2774989306","https://openalex.org/W2884561390","https://openalex.org/W2886335102","https://openalex.org/W2896991173","https://openalex.org/W2912514498","https://openalex.org/W2917092108","https://openalex.org/W2924873663","https://openalex.org/W2934198733","https://openalex.org/W2962749812","https://openalex.org/W2962766617","https://openalex.org/W2962794560","https://openalex.org/W2963299996","https://openalex.org/W2963474687","https://openalex.org/W2963786238","https://openalex.org/W2963927307","https://openalex.org/W2966926453","https://openalex.org/W2981413347","https://openalex.org/W2981899103","https://openalex.org/W2982770724","https://openalex.org/W2984009799","https://openalex.org/W2986357608","https://openalex.org/W2988452521","https://openalex.org/W2989604896","https://openalex.org/W2994928934","https://openalex.org/W3009396058","https://openalex.org/W3014641072","https://openalex.org/W3034427487","https://openalex.org/W3034971973","https://openalex.org/W3035395201","https://openalex.org/W3035396860","https://openalex.org/W3035526186","https://openalex.org/W3094795719","https://openalex.org/W3096609285","https://openalex.org/W3100179319","https://openalex.org/W3101187029","https://openalex.org/W3106753828","https://openalex.org/W3107634219","https://openalex.org/W3160733999","https://openalex.org/W3205100603","https://openalex.org/W3207235916","https://openalex.org/W3210586215","https://openalex.org/W3213759681","https://openalex.org/W4205659311","https://openalex.org/W4210692332","https://openalex.org/W4226442776","https://openalex.org/W4293584584","https://openalex.org/W4385245566","https://openalex.org/W6738796088","https://openalex.org/W6752307458","https://openalex.org/W6771497439","https://openalex.org/W6779101013"],"related_works":["https://openalex.org/W2468279273","https://openalex.org/W2354198838","https://openalex.org/W1989130879","https://openalex.org/W2103419012","https://openalex.org/W2378211422","https://openalex.org/W2988126442","https://openalex.org/W4321353415","https://openalex.org/W2745001401","https://openalex.org/W4390721878","https://openalex.org/W2025953124"],"abstract_inverted_index":{"As":[0],"vision":[1],"sensor":[2],"technology":[3],"continues":[4],"to":[5,68,105,115,127,138,153],"evolve,":[6],"the":[7,15,19,29,48,59,63,133,139,187,190],"requirements":[8],"for":[9],"detecting":[10],"targets":[11],"of":[12,42,62,65,135,172,179,194],"interest":[13],"in":[14,47],"images":[16],"captured":[17],"by":[18,200],"sensors":[20],"are":[21,38],"increasing.":[22],"Considering":[23],"fast":[24],"detection":[25,86,182],"and":[26,44,72,82,103,110,131,198],"high":[27],"accuracy,":[28],"industry":[30],"favors":[31],"geometric":[32],"key":[33,52,117],"point-based":[34],"solutions.":[35,183],"However,":[36],"there":[37],"a":[39,79,143],"large":[40],"number":[41],"small":[43],"fuzzy":[45],"objects":[46],"real":[49],"world.":[50],"Geometric":[51],"point":[53,118],"detectors":[54],"do":[55],"not":[56],"effectively":[57],"utilize":[58],"contextual":[60],"features":[61],"region":[64],"interest,":[66],"leading":[67],"excessive":[69],"false":[70,73],"positive":[71],"negative":[74],"results.":[75],"In":[76],"this":[77],"work,":[78],"simple,":[80],"effective,":[81],"interpretable":[83],"tiny":[84],"object":[85,181],"method":[87],"called":[88,146],"Regional":[89],"Cross":[90],"Self-Attention":[91],"Object":[92],"Detection":[93],"Network":[94],"(RCSANet)":[95],"is":[96,125,151,174],"proposed.":[97],"It":[98],"adopts":[99],"Region":[100],"Proposal":[101],"Networks":[102],"transformers":[104],"capture":[106],"regional":[107,112,121,156],"background":[108,113],"relations":[109,114],"uses":[111],"generate":[116],"sequences.":[119,168],"The":[120,169],"cross":[122,157],"self-attention":[123],"mechanism":[124],"introduced":[126],"curtail":[128],"computation":[129],"redundancy":[130],"minimize":[132],"interference":[134],"redundant":[136],"information":[137],"target":[140],"region.":[141],"Additionally,":[142],"position":[144,149],"coding":[145,150,162],"dynamic":[147],"implicit":[148,160],"proposed":[152],"cooperate":[154],"with":[155],"self-attentiveness.":[158],"Dynamic":[159],"location":[161],"can":[163],"encode":[164],"arbitrarily":[165],"long":[166],"input":[167],"computational":[170],"cost":[171],"RCSANet":[173,185],"significantly":[175],"lower":[176],"than":[177],"that":[178],"state-of-the-art":[180],"Moreover,":[184],"improves":[186],"performance":[188],"on":[189],"four":[191],"benchmark":[192],"datasets,":[193],"MSCOCO,":[195],"Tinyperson,":[196],"DOTA,":[197],"AI-TOD,":[199],"about":[201],"3.0%AP.":[202]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":6}],"updated_date":"2026-07-16T13:24:37.021932","created_date":"2025-10-10T00:00:00"}