{"id":"https://openalex.org/W4405022379","doi":"https://doi.org/10.1109/tgrs.2024.3510948","title":"EDADet: Encoder\u2013Decoder Domain Augmented Alignment Detector for Tiny Objects in Remote Sensing Images","display_name":"EDADet: Encoder\u2013Decoder Domain Augmented Alignment Detector for Tiny Objects in Remote Sensing Images","publication_year":2024,"publication_date":"2024-12-04","ids":{"openalex":"https://openalex.org/W4405022379","doi":"https://doi.org/10.1109/tgrs.2024.3510948"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2024.3510948","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3510948","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/A5085066667","display_name":"Wenguang Tao","orcid":null},"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":"Wenguang Tao","raw_affiliation_strings":["National Key Laboratory of Unmanned Aerial Vehicle Technology, Unmanned Systems Research Institute, Northwestern Polytechnical University, Xi&#x2019;an, China","Unmanned Systems Research Institute, National Key Laboratory of Unmanned Aerial Vehicle Technology, Northwestern Polytechnical University, Xi &#x2019;an, China"],"raw_orcid":"https://orcid.org/0009-0003-4431-2903","affiliations":[{"raw_affiliation_string":"National Key Laboratory of Unmanned Aerial Vehicle Technology, Unmanned Systems Research Institute, Northwestern Polytechnical University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Unmanned Systems Research Institute, National Key Laboratory of Unmanned Aerial Vehicle Technology, Northwestern Polytechnical University, Xi &#x2019;an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112497283","display_name":"Xiaotian Wang","orcid":"https://orcid.org/0009-0002-7854-2718"},"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":"Xiaotian Wang","raw_affiliation_strings":["National Key Laboratory of Unmanned Aerial Vehicle Technology, Unmanned Systems Research Institute, Northwestern Polytechnical University, Xi&#x2019;an, China","Unmanned Systems Research Institute, National Key Laboratory of Unmanned Aerial Vehicle Technology, Northwestern Polytechnical University, Xi &#x2019;an, China"],"raw_orcid":"https://orcid.org/0009-0002-7854-2718","affiliations":[{"raw_affiliation_string":"National Key Laboratory of Unmanned Aerial Vehicle Technology, Unmanned Systems Research Institute, Northwestern Polytechnical University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Unmanned Systems Research Institute, National Key Laboratory of Unmanned Aerial Vehicle Technology, Northwestern Polytechnical University, Xi &#x2019;an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070939007","display_name":"Tian Yan","orcid":"https://orcid.org/0000-0002-4975-6242"},"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":"Tian Yan","raw_affiliation_strings":["National Key Laboratory of Unmanned Aerial Vehicle Technology, Unmanned Systems Research Institute, Northwestern Polytechnical University, Xi&#x2019;an, China","Unmanned Systems Research Institute, National Key Laboratory of Unmanned Aerial Vehicle Technology, Northwestern Polytechnical University, Xi &#x2019;an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Unmanned Aerial Vehicle Technology, Unmanned Systems Research Institute, Northwestern Polytechnical University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Unmanned Systems Research Institute, National Key Laboratory of Unmanned Aerial Vehicle Technology, Northwestern Polytechnical University, Xi &#x2019;an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039966032","display_name":"Haixia Bi","orcid":"https://orcid.org/0009-0003-2879-0550"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haixia Bi","raw_affiliation_strings":["School of Information and Communications Engineering, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0009-0003-2879-0550","affiliations":[{"raw_affiliation_string":"School of Information and Communications Engineering, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101718582","display_name":"Jie Yan","orcid":"https://orcid.org/0000-0001-7980-1078"},"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":"Jie Yan","raw_affiliation_strings":["Research Center for Unmanned System Strategy Development, Unmanned Systems Research Institute, Northwestern Polytechnical University, Xi&#x2019;an, China","Unmanned Systems Research Institute, Research Center for Unmanned System Strategy Development, Northwestern Polytechnical University, Xi &#x2019;an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center for Unmanned System Strategy Development, Unmanned Systems Research Institute, Northwestern Polytechnical University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Unmanned Systems Research Institute, Research Center for Unmanned System Strategy Development, Northwestern Polytechnical University, Xi &#x2019;an, China","institution_ids":["https://openalex.org/I17145004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6656,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.67775987,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"63","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":0.9708999991416931,"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":0.9708999991416931,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.917900025844574,"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/T12983","display_name":"Satellite Image Processing and Photogrammetry","score":0.9068999886512756,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/encoder","display_name":"Encoder","score":0.7568715810775757},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7530511617660522},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.666872501373291},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5168300271034241},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4986441135406494},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.4694262146949768},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4546748101711273},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.4140753746032715},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40319228172302246},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.13098746538162231},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11934724450111389},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.0766344666481018}],"concepts":[{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.7568715810775757},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7530511617660522},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.666872501373291},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5168300271034241},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4986441135406494},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.4694262146949768},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4546748101711273},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.4140753746032715},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40319228172302246},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.13098746538162231},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11934724450111389},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.0766344666481018},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"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/tgrs.2024.3510948","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3510948","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/G6587191351","display_name":null,"funder_award_id":"JCKY2023230C013","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8600183298","display_name":null,"funder_award_id":"62106193","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":70,"referenced_works":["https://openalex.org/W1536680647","https://openalex.org/W1861492603","https://openalex.org/W1901129140","https://openalex.org/W2108598243","https://openalex.org/W2194775991","https://openalex.org/W2504335775","https://openalex.org/W2565639579","https://openalex.org/W2747359207","https://openalex.org/W2765811365","https://openalex.org/W2884367402","https://openalex.org/W2896155169","https://openalex.org/W2900595477","https://openalex.org/W2954996726","https://openalex.org/W2962766617","https://openalex.org/W2962777203","https://openalex.org/W2963163009","https://openalex.org/W2963307811","https://openalex.org/W2963323244","https://openalex.org/W2963351448","https://openalex.org/W2963446712","https://openalex.org/W2963572007","https://openalex.org/W2964093967","https://openalex.org/W2964241181","https://openalex.org/W2964317478","https://openalex.org/W2982770724","https://openalex.org/W2985384565","https://openalex.org/W2986357608","https://openalex.org/W2988452521","https://openalex.org/W2989604896","https://openalex.org/W2990763144","https://openalex.org/W2993756598","https://openalex.org/W2995246268","https://openalex.org/W2997408160","https://openalex.org/W2998508940","https://openalex.org/W3009396058","https://openalex.org/W3018757597","https://openalex.org/W3034307881","https://openalex.org/W3034427230","https://openalex.org/W3035396860","https://openalex.org/W3106753828","https://openalex.org/W3107010849","https://openalex.org/W3120031785","https://openalex.org/W3122173535","https://openalex.org/W3160195350","https://openalex.org/W3160733999","https://openalex.org/W3167308647","https://openalex.org/W3175630421","https://openalex.org/W3177257155","https://openalex.org/W3193501245","https://openalex.org/W3205100603","https://openalex.org/W4214507171","https://openalex.org/W4214554179","https://openalex.org/W4225662600","https://openalex.org/W4226323522","https://openalex.org/W4229453634","https://openalex.org/W4283717190","https://openalex.org/W4295123323","https://openalex.org/W4312443924","https://openalex.org/W4313172897","https://openalex.org/W4367323473","https://openalex.org/W4382568144","https://openalex.org/W4385834281","https://openalex.org/W6637373629","https://openalex.org/W6734935105","https://openalex.org/W6746776673","https://openalex.org/W6750227808","https://openalex.org/W6756314655","https://openalex.org/W6762718338","https://openalex.org/W6779990023","https://openalex.org/W6802878479"],"related_works":["https://openalex.org/W2366906938","https://openalex.org/W4390516098","https://openalex.org/W2349391998","https://openalex.org/W2161474341","https://openalex.org/W4205655149","https://openalex.org/W4302615923","https://openalex.org/W2181948922","https://openalex.org/W3203142394","https://openalex.org/W2351061015","https://openalex.org/W2384362569"],"abstract_inverted_index":{"In":[0,57],"recent":[1],"years,":[2],"deep":[3],"learning":[4],"has":[5],"shown":[6],"great":[7],"potential":[8],"in":[9,31,52,170,174],"object":[10],"detection":[11],"applications,":[12],"but":[13],"it":[14],"is":[15,77,95,110],"still":[16],"difficult":[17],"to":[18,43,79,97,112,131],"accurately":[19],"detect":[20],"tiny":[21,48,71,92,140],"objects":[22],"with":[23],"an":[24,62,104,125],"area":[25],"proportion":[26],"of":[27,47,117,139,144,155],"less":[28],"than":[29],"1%":[30],"remote":[32],"sensing":[33],"images.":[34],"Most":[35],"existing":[36],"studies":[37],"focus":[38],"on":[39,86,146],"designing":[40],"complex":[41],"networks":[42],"learn":[44],"discriminative":[45],"features":[46,99],"objects,":[49],"usually":[50],"resulting":[51],"a":[53,91,121],"heavy":[54],"computational":[55],"burden.":[56],"contrast,":[58],"this":[59],"article":[60],"proposes":[61],"accurate":[63],"and":[64,124,137,153,163,172],"efficient":[65,114],"single-stage":[66],"detector":[67],"called":[68],"EDADet":[69],"for":[70],"objects.":[72,141],"First,":[73],"domain":[74],"conversion":[75],"technology":[76],"used":[78],"realize":[80],"cross-domain":[81],"multimodal":[82],"data":[83,88],"fusion":[84,107],"based":[85],"single-modal":[87],"input.":[89],"Then,":[90],"object-aware":[93],"backbone":[94],"designed":[96],"extract":[98],"at":[100],"different":[101],"scales.":[102],"Next,":[103],"encoder\u2013decoder":[105],"feature":[106],"(EDFF)":[108],"structure":[109],"devised":[111],"achieve":[113],"cross-scale":[115],"propagation":[116],"semantic":[118],"information.":[119],"Finally,":[120],"center-assist":[122],"loss":[123,128],"alignment":[126],"self-supervised":[127],"are":[129],"adopted":[130],"alleviate":[132],"the":[133,147,151,165],"position":[134],"sensitivity":[135],"issue":[136],"drift":[138],"A":[142],"series":[143],"experiments":[145],"AI-TODv2":[148],"dataset":[149],"demonstrate":[150],"effectiveness":[152],"practicality":[154],"our":[156],"EDADet.":[157],"It":[158],"achieves":[159],"state-of-the-art":[160],"(SOTA)":[161],"performance":[162],"surpasses":[164],"second-best":[166],"method":[167],"by":[168],"9.65%":[169],"AP50":[171],"4.86%":[173],"mAP.":[175]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
