{"id":"https://openalex.org/W4401634048","doi":"https://doi.org/10.1109/tcsvt.2024.3444795","title":"Hierarchical Mask Prompting and Robust Integrated Regression for Oriented Object Detection","display_name":"Hierarchical Mask Prompting and Robust Integrated Regression for Oriented Object Detection","publication_year":2024,"publication_date":"2024-08-16","ids":{"openalex":"https://openalex.org/W4401634048","doi":"https://doi.org/10.1109/tcsvt.2024.3444795"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2024.3444795","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2024.3444795","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/A5049254107","display_name":"Yanqing Yao","orcid":"https://orcid.org/0000-0002-4181-2166"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanqing Yao","raw_affiliation_strings":["School of Automation, Northwestern Polytechnical University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0002-4181-2166","affiliations":[{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080476856","display_name":"Gong Cheng","orcid":"https://orcid.org/0000-0001-5030-0683"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gong Cheng","raw_affiliation_strings":["School of Automation, Northwestern Polytechnical University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0001-5030-0683","affiliations":[{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031223376","display_name":"Chunbo Lang","orcid":"https://orcid.org/0000-0001-6547-7174"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunbo Lang","raw_affiliation_strings":["School of Automation, Northwestern Polytechnical University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0001-6547-7174","affiliations":[{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101652755","display_name":"Xiang Yuan","orcid":"https://orcid.org/0009-0009-4927-7039"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiang Yuan","raw_affiliation_strings":["School of Automation, Northwestern Polytechnical University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0009-0009-4927-7039","affiliations":[{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083549112","display_name":"Xingxing Xie","orcid":"https://orcid.org/0000-0003-1893-9641"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingxing Xie","raw_affiliation_strings":["School of Automation, Northwestern Polytechnical University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0003-1893-9641","affiliations":[{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012529382","display_name":"Junwei Han","orcid":"https://orcid.org/0000-0001-5545-7217"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junwei Han","raw_affiliation_strings":["School of Automation, Northwestern Polytechnical University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0001-5545-7217","affiliations":[{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I17145004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I17145004"],"apc_list":null,"apc_paid":null,"fwci":8.3031,"has_fulltext":false,"cited_by_count":38,"citation_normalized_percentile":{"value":0.98166074,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"34","issue":"12","first_page":"13071","last_page":"13084"},"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":0.9765999913215637,"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":0.9765999913215637,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6796475052833557},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5710486173629761},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4515461325645447},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4486192464828491},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.4405696392059326},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.4362889528274536},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.4227157235145569},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23249149322509766},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.19432348012924194}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6796475052833557},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5710486173629761},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4515461325645447},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4486192464828491},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.4405696392059326},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.4362889528274536},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.4227157235145569},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23249149322509766},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.19432348012924194},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/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.2024.3444795","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2024.3444795","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/G5304685825","display_name":null,"funder_award_id":"62376223","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7114861057","display_name":null,"funder_award_id":"U20B2068","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8584449773","display_name":null,"funder_award_id":"62136007","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":79,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1978854150","https://openalex.org/W2400138547","https://openalex.org/W2504335775","https://openalex.org/W2565639579","https://openalex.org/W2593539516","https://openalex.org/W2605982830","https://openalex.org/W2783165089","https://openalex.org/W2855340099","https://openalex.org/W2903141337","https://openalex.org/W2924873663","https://openalex.org/W2962749812","https://openalex.org/W2962766617","https://openalex.org/W2963037989","https://openalex.org/W2963351448","https://openalex.org/W2963849369","https://openalex.org/W2963857746","https://openalex.org/W2964979676","https://openalex.org/W2967487473","https://openalex.org/W2982770724","https://openalex.org/W2990763144","https://openalex.org/W2991359031","https://openalex.org/W2991363140","https://openalex.org/W2992240579","https://openalex.org/W2995801068","https://openalex.org/W2999452014","https://openalex.org/W3009818596","https://openalex.org/W3022140654","https://openalex.org/W3022917557","https://openalex.org/W3034307881","https://openalex.org/W3034993937","https://openalex.org/W3035396860","https://openalex.org/W3092088889","https://openalex.org/W3097779785","https://openalex.org/W3109055651","https://openalex.org/W3121842289","https://openalex.org/W3122173535","https://openalex.org/W3136761610","https://openalex.org/W3140922383","https://openalex.org/W3141404903","https://openalex.org/W3170033848","https://openalex.org/W3173658130","https://openalex.org/W3174873843","https://openalex.org/W3175496347","https://openalex.org/W3177105943","https://openalex.org/W3179685412","https://openalex.org/W3181759169","https://openalex.org/W3201797941","https://openalex.org/W3203608457","https://openalex.org/W3211329537","https://openalex.org/W4205832794","https://openalex.org/W4210925408","https://openalex.org/W4214648418","https://openalex.org/W4281790833","https://openalex.org/W4285243313","https://openalex.org/W4285820611","https://openalex.org/W4287891158","https://openalex.org/W4312335509","https://openalex.org/W4312711220","https://openalex.org/W4312804579","https://openalex.org/W4317829628","https://openalex.org/W4319450743","https://openalex.org/W4323921464","https://openalex.org/W4364321988","https://openalex.org/W4377079834","https://openalex.org/W4377224504","https://openalex.org/W4380607244","https://openalex.org/W4381415891","https://openalex.org/W4382568144","https://openalex.org/W4385486177","https://openalex.org/W4387092712","https://openalex.org/W4389879928","https://openalex.org/W4394585907","https://openalex.org/W4394595656","https://openalex.org/W6750227808","https://openalex.org/W6766242540","https://openalex.org/W6788870397","https://openalex.org/W6796744688","https://openalex.org/W6811378280"],"related_works":["https://openalex.org/W2770593030","https://openalex.org/W3154990682","https://openalex.org/W2560201613","https://openalex.org/W2171975302","https://openalex.org/W2022352247","https://openalex.org/W4312219546","https://openalex.org/W2377538627","https://openalex.org/W2107220315","https://openalex.org/W1589637664","https://openalex.org/W4295332818"],"abstract_inverted_index":{"Object":[0],"detection":[1,182],"in":[2,15,141],"remote":[3],"sensing":[4],"images":[5],"has":[6],"garnered":[7],"significant":[8],"attention":[9],"due":[10],"to":[11,35,62,89,157,178],"its":[12],"wide":[13],"applications":[14],"real-world":[16],"scenarios.":[17],"However,":[18],"most":[19],"existing":[20,162],"oriented":[21,45,130,142],"object":[22,91],"detectors":[23],"still":[24],"suffer":[25],"from":[26,93],"complex":[27],"backgrounds":[28],"and":[29,53,82,126,151,192,205],"varying":[30,171],"angles,":[31],"limiting":[32],"their":[33],"performance":[34],"further":[36],"improvement.":[37],"In":[38],"this":[39],"paper,":[40],"we":[41,68,120],"propose":[42],"a":[43,70,77,179,185],"novel":[44],"detector":[46,218],"with":[47,64,116],"<underline":[48,54],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[49,55,235],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">H</u>ierarchical":[50],"mask":[51,72,79],"prompting":[52,73],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">R</u>obust":[56],"integrated":[57,124],"regression,":[58,143],"termed":[59],"HRDet.":[60],"Specifically,":[61],"cope":[63],"the":[65,102,117,135,145,159,168,213,216,224],"first":[66],"issue,":[67,119],"construct":[69],"hierarchical":[71,83,111],"module":[74],"consisting":[75],"of":[76,137,170,188,215],"semantic":[78],"prediction":[80],"branch":[81],"Softmax":[84],"technique.":[85],"The":[86,227],"former":[87],"aims":[88],"isolate":[90],"instances":[92],"cluttered":[94],"interferences":[95],"guided":[96],"by":[97],"coarse":[98],"box-wise":[99],"masks,":[100],"while":[101,222],"latter":[103],"propagates":[104],"differentiated":[105],"features":[106],"for":[107,122],"adjacent":[108],"layers":[109],"using":[110],"attentive":[112],"weights.":[113],"To":[114],"deal":[115],"second":[118],"strive":[121],"robust":[123],"regression":[125,169],"formulate":[127],"an":[128],"efficient":[129],"IoU":[131],"loss,":[132],"explicitly":[133],"measuring":[134],"discrepancies":[136],"three":[138],"geometric":[139],"factors":[140],"i.e.,":[144],"central":[146],"point":[147],"distance,":[148],"side":[149],"length,":[150],"angle.":[152],"This":[153],"innovative":[154],"loss":[155],"intends":[156],"overcome":[158],"problem":[160],"that":[161,208],"IoU-based":[163],"losses":[164],"are":[165],"invariant":[166],"during":[167],"angles.":[172],"We":[173],"applied":[174],"these":[175],"two":[176],"strategies":[177],"simple":[180],"one-stage":[181,217],"pipeline,":[183],"achieving":[184],"new":[186],"level":[187],"trade-off":[189],"between":[190],"speed":[191],"accuracy.":[193],"Extensive":[194],"experiments":[195],"on":[196],"four":[197],"large":[198],"aerial":[199],"imagery":[200],"datasets,":[201],"DOTA-v1.0,":[202],"DOTA-v2.0,":[203],"DIOR-R,":[204],"HRSC2016,":[206],"demonstrate":[207],"our":[209],"HRDet":[210],"significantly":[211],"improves":[212],"accuracy":[214],"over":[219],"refine-stage":[220],"counterparts":[221],"maintaining":[223],"efficiency":[225],"advantage.":[226],"source":[228],"code":[229],"will":[230],"be":[231],"available":[232],"at":[233],"<uri":[234],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/yanqingyao1994/HRDet</uri>.":[236]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":26},{"year":2024,"cited_by_count":7}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}