{"id":"https://openalex.org/W3045928185","doi":"https://doi.org/10.3390/rs12152416","title":"Generating Anchor Boxes Based on Attention Mechanism for Object Detection in Remote Sensing Images","display_name":"Generating Anchor Boxes Based on Attention Mechanism for Object Detection in Remote Sensing Images","publication_year":2020,"publication_date":"2020-07-28","ids":{"openalex":"https://openalex.org/W3045928185","doi":"https://doi.org/10.3390/rs12152416","mag":"3045928185"},"language":"en","primary_location":{"id":"doi:10.3390/rs12152416","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12152416","pdf_url":null,"source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/rs12152416","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101672605","display_name":"Zhuangzhuang Tian","orcid":"https://orcid.org/0000-0002-3685-1742"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhuangzhuang Tian","raw_affiliation_strings":["College of Electronic Science and Technology, National University of Defense Technology, Changsha 410073, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronic Science and Technology, National University of Defense Technology, Changsha 410073, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012515711","display_name":"Ronghui Zhan","orcid":"https://orcid.org/0000-0001-6799-620X"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ronghui Zhan","raw_affiliation_strings":["College of Electronic Science and Technology, National University of Defense Technology, Changsha 410073, China"],"raw_orcid":"https://orcid.org/0000-0001-6799-620X","affiliations":[{"raw_affiliation_string":"College of Electronic Science and Technology, National University of Defense Technology, Changsha 410073, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024183883","display_name":"Jiemin Hu","orcid":"https://orcid.org/0000-0003-4903-8416"},"institutions":[{"id":"https://openalex.org/I1328775524","display_name":"Zhejiang Sci-Tech University","ror":"https://ror.org/03893we55","country_code":"CN","type":"education","lineage":["https://openalex.org/I1328775524"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiemin Hu","raw_affiliation_strings":["School of Informatics Science and Technology, Zhejiang Sci-Tech University, Hangzhou 310018, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Informatics Science and Technology, Zhejiang Sci-Tech University, Hangzhou 310018, China","institution_ids":["https://openalex.org/I1328775524"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100776069","display_name":"Wei Wang","orcid":"https://orcid.org/0000-0002-3421-3835"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wei Wang","raw_affiliation_strings":["College of Electronic Science and Technology, National University of Defense Technology, Changsha 410073, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronic Science and Technology, National University of Defense Technology, Changsha 410073, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100689909","display_name":"Zhiqiang He","orcid":"https://orcid.org/0000-0001-8882-6605"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiqiang He","raw_affiliation_strings":["College of Electronic Science and Technology, National University of Defense Technology, Changsha 410073, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronic Science and Technology, National University of Defense Technology, Changsha 410073, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":null,"display_name":"Zhaowen Zhuang","orcid":null},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaowen Zhuang","raw_affiliation_strings":["College of Electronic Science and Technology, National University of Defense Technology, Changsha 410073, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronic Science and Technology, National University of Defense Technology, Changsha 410073, China","institution_ids":["https://openalex.org/I170215575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100776069"],"corresponding_institution_ids":["https://openalex.org/I170215575"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2784},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2784},"fwci":1.1539,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.78348803,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"12","issue":"15","first_page":"2416","last_page":"2416"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9986000061035156,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9979000091552734,"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":0.8655622601509094},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7189137935638428},{"id":"https://openalex.org/keywords/pyramid","display_name":"Pyramid (geometry)","score":0.6080275774002075},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6039213538169861},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5702387690544128},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.5641451478004456},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.5066662430763245},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.4406960904598236},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.361294150352478},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.05648094415664673}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8655622601509094},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7189137935638428},{"id":"https://openalex.org/C142575187","wikidata":"https://www.wikidata.org/wiki/Q3358290","display_name":"Pyramid (geometry)","level":2,"score":0.6080275774002075},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6039213538169861},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5702387690544128},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.5641451478004456},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.5066662430763245},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.4406960904598236},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.361294150352478},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.05648094415664673},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs12152416","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12152416","pdf_url":null,"source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b711feecdc9b411195205788015f86da","is_oa":true,"landing_page_url":"https://doaj.org/article/b711feecdc9b411195205788015f86da","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 12, Iss 15, p 2416 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/12/15/2416/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs12152416","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 12; Issue 15; Pages: 2416","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs12152416","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12152416","pdf_url":null,"source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G233577887","display_name":null,"funder_award_id":"61901500","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2357125279","display_name":"\u57fa\u4e8e\u6563\u5c04\u4e2d\u5fc3\u6a21\u578b\u7684\u96f7\u8fbe\u76ee\u6807\u8054\u5408\u8ddf\u8e2a\u4e0e\u8bc6\u522b\u6280\u672f\u7814\u7a76","funder_award_id":"61471370","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":54,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1487583988","https://openalex.org/W1686810756","https://openalex.org/W1967381020","https://openalex.org/W1970782782","https://openalex.org/W1999478155","https://openalex.org/W2081175893","https://openalex.org/W2087697413","https://openalex.org/W2088049833","https://openalex.org/W2091206906","https://openalex.org/W2102605133","https://openalex.org/W2146987667","https://openalex.org/W2194775991","https://openalex.org/W2308318555","https://openalex.org/W2512351403","https://openalex.org/W2565639579","https://openalex.org/W2570343428","https://openalex.org/W2583491955","https://openalex.org/W2604844733","https://openalex.org/W2617083732","https://openalex.org/W2733271701","https://openalex.org/W2752782242","https://openalex.org/W2884419823","https://openalex.org/W2886335102","https://openalex.org/W2895165409","https://openalex.org/W2902303185","https://openalex.org/W2902930830","https://openalex.org/W2908765305","https://openalex.org/W2914868659","https://openalex.org/W2933458153","https://openalex.org/W2936525159","https://openalex.org/W2937423351","https://openalex.org/W2941956444","https://openalex.org/W2949730766","https://openalex.org/W2950141105","https://openalex.org/W2950516690","https://openalex.org/W2963037989","https://openalex.org/W2963091558","https://openalex.org/W2963150697","https://openalex.org/W2963179609","https://openalex.org/W2963351448","https://openalex.org/W2963420686","https://openalex.org/W2963927307","https://openalex.org/W2964979676","https://openalex.org/W2966926453","https://openalex.org/W2981689412","https://openalex.org/W2982220924","https://openalex.org/W2982770724","https://openalex.org/W2987761193","https://openalex.org/W2989604896","https://openalex.org/W2992240579","https://openalex.org/W3106250896","https://openalex.org/W3125372245","https://openalex.org/W6910687937"],"related_works":["https://openalex.org/W2997567050","https://openalex.org/W4249847449","https://openalex.org/W44395729","https://openalex.org/W2765338038","https://openalex.org/W1496225612","https://openalex.org/W1483272040","https://openalex.org/W4283377908","https://openalex.org/W4206776094","https://openalex.org/W3121197456","https://openalex.org/W4292830139"],"abstract_inverted_index":{"Nowadays,":[0],"object":[1,30,40,81],"detection":[2,48],"methods":[3],"based":[4,60],"on":[5,61,150,204],"deep":[6],"learning":[7],"are":[8,192],"applied":[9,135],"more":[10,12],"and":[11,25,55,100,119,169],"to":[13,75,97,136,141,143,195],"the":[14,22,26,37,47,52,62,66,72,77,80,85,88,105,117,120,124,129,138,144,151,155,158,162,176,183,189,198,205],"interpretation":[15],"of":[16,29,39,79,87,157,175,201],"optical":[17],"remote":[18,33],"sensing":[19,34],"images.":[20],"However,":[21],"complex":[23],"background":[24],"wide":[27],"range":[28],"sizes":[31],"in":[32],"images":[35],"increase":[36],"difficulty":[38],"detection.":[41],"In":[42,187],"this":[43],"paper,":[44],"we":[45],"improve":[46],"performance":[49,206],"by":[50],"combining":[51],"attention":[53,63,67,92],"information,":[54],"generate":[56],"adaptive":[57],"anchor":[58,102,111,146],"boxes":[59,103,112],"map.":[64],"Specifically,":[65],"mechanism":[68],"is":[69,94,134,179],"introduced":[70],"into":[71],"proposed":[73,159,177],"method":[74,160,178],"enhance":[76],"features":[78],"regions":[82],"while":[83],"reducing":[84],"influence":[86,200],"background.":[89],"The":[90,109,171],"generated":[91,110],"map":[93],"then":[95],"used":[96],"obtain":[98],"diverse":[99,145],"adaptable":[101],"using":[104],"guided":[106],"anchoring":[107],"method.":[108],"can":[113],"match":[114],"better":[115],"with":[116,123],"scene":[118],"objects,":[121],"compared":[122],"traditional":[125],"proposal":[126],"boxes.":[127,147],"Finally,":[128],"modulated":[130],"feature":[131,139,184],"adaptation":[132],"module":[133],"transform":[137],"maps":[140],"adapt":[142],"Comprehensive":[148],"evaluations":[149],"DIOR":[152],"dataset":[153],"demonstrate":[154],"superiority":[156],"over":[161],"state-of-the-art":[163],"methods,":[164],"such":[165],"as":[166],"RetinaNet,":[167],"FCOS":[168],"CornerNet.":[170],"mean":[172],"average":[173],"precision":[174],"4.5%":[180],"higher":[181],"than":[182],"pyramid":[185],"network.":[186],"addition,":[188],"ablation":[190],"experiments":[191],"also":[193],"implemented":[194],"further":[196],"analyze":[197],"respective":[199],"different":[202],"blocks":[203],"improvement.":[207]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2020-08-03T00:00:00"}
