{"id":"https://openalex.org/W4398151365","doi":"https://doi.org/10.1109/tgrs.2024.3402825","title":"Oriented Object Detection for Remote Sensing Images via Object-Wise Rotation-Invariant Semantic Representation","display_name":"Oriented Object Detection for Remote Sensing Images via Object-Wise Rotation-Invariant Semantic Representation","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4398151365","doi":"https://doi.org/10.1109/tgrs.2024.3402825"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2024.3402825","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3402825","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Geoscience and Remote Sensing","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/A5010595253","display_name":"Shangdong Zheng","orcid":"https://orcid.org/0000-0002-7444-3459"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shangdong Zheng","raw_affiliation_strings":["School of Computer Science, Nanjing University of Posts and Telecommunications, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-7444-3459","affiliations":[{"raw_affiliation_string":"School of Computer Science, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031361250","display_name":"Zebin Wu","orcid":"https://orcid.org/0000-0002-7162-0202"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zebin Wu","raw_affiliation_strings":["School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-7162-0202","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033017179","display_name":"Qian Du","orcid":"https://orcid.org/0000-0001-8354-7500"},"institutions":[{"id":"https://openalex.org/I99041443","display_name":"Mississippi State University","ror":"https://ror.org/0432jq872","country_code":"US","type":"education","lineage":["https://openalex.org/I4210141039","https://openalex.org/I99041443"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qian Du","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Mississippi State University, Starkville, MS, USA"],"raw_orcid":"https://orcid.org/0000-0001-8354-7500","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Mississippi State University, Starkville, MS, USA","institution_ids":["https://openalex.org/I99041443"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100649896","display_name":"Yang Xu","orcid":"https://orcid.org/0000-0003-3514-9705"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Xu","raw_affiliation_strings":["School of Computer Science and Engineering and Jiangsu Key Laboratory of Spectral Imaging and Intelligent Sense, Nanjing University of Science and Technology, Nanjing, China","School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0003-3514-9705","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering and Jiangsu Key Laboratory of Spectral Imaging and Intelligent Sense, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070343691","display_name":"Zhihui Wei","orcid":"https://orcid.org/0000-0002-4841-6051"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihui Wei","raw_affiliation_strings":["School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-4841-6051","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.7184,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.943194,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"62","issue":null,"first_page":"1","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9962000250816345,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9962000250816345,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9828000068664551,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9693999886512756,"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":0.6246716976165771},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.6162980198860168},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6059577465057373},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5908471941947937},{"id":"https://openalex.org/keywords/invariant","display_name":"Invariant (physics)","score":0.5361575484275818},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.485002726316452},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4493827223777771},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.4127756357192993},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3304961025714874},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.16343331336975098},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15332648158073425}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6246716976165771},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.6162980198860168},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6059577465057373},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5908471941947937},{"id":"https://openalex.org/C190470478","wikidata":"https://www.wikidata.org/wiki/Q2370229","display_name":"Invariant (physics)","level":2,"score":0.5361575484275818},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.485002726316452},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4493827223777771},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4127756357192993},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3304961025714874},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.16343331336975098},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15332648158073425},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C37914503","wikidata":"https://www.wikidata.org/wiki/Q156495","display_name":"Mathematical physics","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2024.3402825","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3402825","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Geoscience and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4891962969","display_name":null,"funder_award_id":"BE2022065-2","funder_id":"https://openalex.org/F4320327777","funder_display_name":"Jiangsu Provincial Key Research and Development Program"},{"id":"https://openalex.org/G5495545777","display_name":null,"funder_award_id":"62071233","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8684068698","display_name":null,"funder_award_id":"U23B2006","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"},{"id":"https://openalex.org/F4320327777","display_name":"Jiangsu Provincial Key Research and Development Program","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":72,"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/W2512351403","https://openalex.org/W2593539516","https://openalex.org/W2594177559","https://openalex.org/W2601564443","https://openalex.org/W2770383210","https://openalex.org/W2855340099","https://openalex.org/W2953303055","https://openalex.org/W2962749812","https://openalex.org/W2963150697","https://openalex.org/W2963351448","https://openalex.org/W2963606198","https://openalex.org/W2964080601","https://openalex.org/W2964979676","https://openalex.org/W2967487473","https://openalex.org/W2970370255","https://openalex.org/W2987619624","https://openalex.org/W2991023920","https://openalex.org/W2991359031","https://openalex.org/W2991363140","https://openalex.org/W2992240579","https://openalex.org/W2995801068","https://openalex.org/W3004492228","https://openalex.org/W3034993937","https://openalex.org/W3046174881","https://openalex.org/W3097779785","https://openalex.org/W3103294617","https://openalex.org/W3106228955","https://openalex.org/W3109055651","https://openalex.org/W3112736773","https://openalex.org/W3121842289","https://openalex.org/W3136761610","https://openalex.org/W3170033848","https://openalex.org/W3174873843","https://openalex.org/W3175496347","https://openalex.org/W3176748778","https://openalex.org/W3180084293","https://openalex.org/W3180668190","https://openalex.org/W3201165956","https://openalex.org/W3203608457","https://openalex.org/W4210925408","https://openalex.org/W4214648418","https://openalex.org/W4221146106","https://openalex.org/W4285545380","https://openalex.org/W4288325606","https://openalex.org/W4289752563","https://openalex.org/W4292826140","https://openalex.org/W4309367935","https://openalex.org/W4312711220","https://openalex.org/W4313525589","https://openalex.org/W4317433887","https://openalex.org/W4321380750","https://openalex.org/W4322576316","https://openalex.org/W4323921464","https://openalex.org/W4324116440","https://openalex.org/W4362683578","https://openalex.org/W4366148227","https://openalex.org/W4384819934","https://openalex.org/W4385245566","https://openalex.org/W4386076325","https://openalex.org/W4386077563","https://openalex.org/W4390872508","https://openalex.org/W4390873752","https://openalex.org/W6618372016","https://openalex.org/W6746383652","https://openalex.org/W6766242540","https://openalex.org/W6788870397","https://openalex.org/W6809665764"],"related_works":["https://openalex.org/W2121524756","https://openalex.org/W2062195135","https://openalex.org/W782553550","https://openalex.org/W1987967678","https://openalex.org/W2633218168","https://openalex.org/W4235897794","https://openalex.org/W2737719445","https://openalex.org/W1834370135","https://openalex.org/W4292830139","https://openalex.org/W4319309705"],"abstract_inverted_index":{"Oriented":[0],"object":[1],"detection":[2,62,121,265],"(OOD)":[3],"in":[4,25,99,202,223],"remote":[5],"sensing":[6],"images":[7],"(RSIs)":[8],"remains":[9],"a":[10,27,90,112,131,170],"challenging":[11,243],"work":[12],"due":[13],"to":[14,93,123,137,142,182,197,218,260],"an":[15,69],"arbitrary":[16],"orientation":[17],"of":[18,46,55,80,97,109,127],"instance.":[19],"Learning":[20],"rotation-invariant":[21,71,83,185],"features":[22,149],"is":[23,116,135],"critical":[24],"modeling":[26],"fixed":[28,145],"descriptor":[29,42,192,211],"for":[30,147,178],"instances":[31],"with":[32,119,150],"its":[33,151],"rotated":[34,152],"variants.":[35,153],"However,":[36],"most":[37],"existing":[38],"methods":[39],"construct":[40,169],"the":[41,44,53,61,78,95,120,125,139,144,159,180,184,190,194,199,215,220,231,242,253],"from":[43,193],"perspectives":[45],"data":[47],"or":[48],"feature":[49],"augmentation,":[50],"but":[51,225],"ignore":[52],"exploration":[54,79],"potentially":[56],"useful":[57],"supervision":[58],"information":[59],"inside":[60],"algorithm.":[63],"In":[64],"this":[65],"paper,":[66],"we":[67,167,188],"propose":[68],"object-wise":[70],"semantic":[72,113,205],"representation":[73,126],"(ORSR)":[74],"framework,":[75],"which":[76],"synergizes":[77],"latent":[81],"supervision,":[82],"learning,":[84],"and":[85,164,246,263],"guided":[86,229],"attention":[87],"mechanism":[88],"into":[89],"unified":[91],"network":[92,181],"boost":[94],"performance":[96,258],"OOD":[98],"RSIs.":[100],"First,":[101],"supervised":[102],"by":[103,230],"our":[104,203,238],"constructed":[105,232],"pseudo":[106],"ground":[107],"truth":[108],"segmentation":[110,114,140,156,195,206],"masks,":[111],"branch":[115,141],"built":[117],"along":[118],"algorithm":[122],"refine":[124],"backbone":[128,148],"features.":[129,186],"Moreover,":[130],"consistency":[132,233],"loss":[133,176,234],"function":[134,177],"proposed":[136,204,239,254],"encourage":[138],"make":[143],"predictions":[146,157,196],"Considering":[154],"that":[155,252],"remain":[158],"same":[160],"affine":[161],"transformations":[162],"before":[163],"after":[165],"rotating,":[166],"further":[168],"Kullback-Leibler":[171],"(KL)":[172],"Divergence":[173],"based":[174],"similarity":[175],"encouraging":[179],"model":[183],"Finally,":[187],"separate":[189],"\u201dobject\u201d":[191,210],"extend":[198],"implicit":[200],"constraint":[201],"branch.":[207],"The":[208],"separated":[209],"not":[212],"only":[213],"involves":[214],"spatial":[216],"regularizer":[217],"emphasize":[219],"high-responsive":[221],"regions":[222],"image,":[224],"also":[226],"can":[227],"be":[228],"function.":[235],"We":[236],"evaluate":[237],"ORSR":[240,255],"on":[241],"DOTA,":[244],"DIOR-R,":[245],"HRSC2016":[247],"datasets.":[248],"Extensive":[249],"experiments":[250],"demonstrate":[251],"achieves":[256],"competitive":[257],"compared":[259],"other":[261],"single-scale":[262],"multi-scale":[264],"methods.":[266]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}