{"id":"https://openalex.org/W4407691954","doi":"https://doi.org/10.1109/jstars.2025.3543189","title":"Remote Sensing Small Object Detection Based on Multicontextual Information Aggregation","display_name":"Remote Sensing Small Object Detection Based on Multicontextual Information Aggregation","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4407691954","doi":"https://doi.org/10.1109/jstars.2025.3543189"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2025.3543189","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2025.3543189","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and 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/10.1109/jstars.2025.3543189","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Jingyu Wang","orcid":"https://orcid.org/0000-0001-7017-1938"},"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":true,"raw_author_name":"Jingyu Wang","raw_affiliation_strings":["School of Astronautics, Northwestern Polytechnical University, Xi'an, China","School of Astronautics, School of Artificial Intelligence, OPtics and ElectroNics (iOPEN), Northwestern Polytechnical University, Xi&#x0027;an, China"],"affiliations":[{"raw_affiliation_string":"School of Astronautics, Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Astronautics, School of Artificial Intelligence, OPtics and ElectroNics (iOPEN), Northwestern Polytechnical University, Xi&#x0027;an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022305248","display_name":"Mingrui Ma","orcid":"https://orcid.org/0000-0002-0579-1505"},"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":"Mingrui Ma","raw_affiliation_strings":["Unmanned System Research Institute, Northwestern Polytechnical University, Xi'an, China","Unmanned System Research Institute, Northwestern Polytechnical University, Xi&#x0027;an, China"],"affiliations":[{"raw_affiliation_string":"Unmanned System Research Institute, Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Unmanned System Research Institute, Northwestern Polytechnical University, Xi&#x0027;an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Pengfei Huang","orcid":"https://orcid.org/0000-0003-4092-2918"},"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":"Pengfei Huang","raw_affiliation_strings":["School of Astronautics, Northwestern Polytechnical University, Xi'an, China","School of Astronautics, Northwestern Polytechnical University, Xi&#x0027;an, China"],"affiliations":[{"raw_affiliation_string":"School of Astronautics, Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Astronautics, Northwestern Polytechnical University, Xi&#x0027;an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067207818","display_name":"Shaohui Mei","orcid":"https://orcid.org/0000-0002-8018-596X"},"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":"Shaohui Mei","raw_affiliation_strings":["School of Electronics and Information, Northwestern Polytechnical University, Xi'an, China","School of Electronics and Information, Northwestern Polytechnical University, Xi&#x0027;an, China"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Information, Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Electronics and Information, Northwestern Polytechnical University, Xi&#x0027;an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100425170","display_name":"Liang Zhang","orcid":"https://orcid.org/0000-0001-7082-8258"},"institutions":[{"id":"https://openalex.org/I4210134393","display_name":"China National Chemical Engineering (China)","ror":"https://ror.org/04pwn6a43","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210134393"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Zhang","raw_affiliation_strings":["National Key Laboratory of Air-Based Information Perception and Fusion, Luoyang, China","National Key Laboratory ofAir-based Information Perception and Fusion, Luoyang, China"],"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Air-Based Information Perception and Fusion, Luoyang, China","institution_ids":["https://openalex.org/I4210134393"]},{"raw_affiliation_string":"National Key Laboratory ofAir-based Information Perception and Fusion, Luoyang, China","institution_ids":[]}]},{"author_position":"last","author":{"id":null,"display_name":"Hongmei Wang","orcid":"https://orcid.org/0000-0002-1108-3505"},"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":"Hongmei Wang","raw_affiliation_strings":["School of Astronautics, Northwestern Polytechnical University, Xi'an, China","School of Astronautics, Northwestern Polytechnical University, Xi&#x0027;an, China"],"affiliations":[{"raw_affiliation_string":"School of Astronautics, Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Astronautics, Northwestern Polytechnical University, Xi&#x0027;an, China","institution_ids":["https://openalex.org/I17145004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I17145004"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":7.4522,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.97402991,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"18","issue":null,"first_page":"8248","last_page":"8260"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13890","display_name":"Remote Sensing and Land Use","score":0.9204000234603882,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13890","display_name":"Remote Sensing and Land Use","score":0.9204000234603882,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14257","display_name":"Advanced Measurement and Detection Methods","score":0.9114000201225281,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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":0.7726943492889404},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.5571943521499634},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.46916112303733826},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.45388466119766235},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.39389151334762573},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.383194237947464},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.21919941902160645},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09122613072395325}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7726943492889404},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.5571943521499634},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.46916112303733826},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.45388466119766235},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.39389151334762573},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.383194237947464},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.21919941902160645},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09122613072395325}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2025.3543189","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2025.3543189","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e2776f65718a490d86e125c1ed5ee2ce","is_oa":true,"landing_page_url":"https://doaj.org/article/e2776f65718a490d86e125c1ed5ee2ce","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 18, Pp 8248-8260 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2025.3543189","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2025.3543189","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.44999998807907104,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G2695211005","display_name":null,"funder_award_id":"20230001053007","funder_id":"https://openalex.org/F4320322857","funder_display_name":"Aeronautical Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320322857","display_name":"Aeronautical Science Foundation of China","ror":"https://ror.org/02wq41p38"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W2047931032","https://openalex.org/W2109255472","https://openalex.org/W2183182206","https://openalex.org/W2183341477","https://openalex.org/W2512351403","https://openalex.org/W2570343428","https://openalex.org/W2941769495","https://openalex.org/W2944527105","https://openalex.org/W2962777203","https://openalex.org/W2963037989","https://openalex.org/W2963091558","https://openalex.org/W2963150697","https://openalex.org/W2963351448","https://openalex.org/W2963604034","https://openalex.org/W2963652649","https://openalex.org/W2964241181","https://openalex.org/W2980351390","https://openalex.org/W2989604896","https://openalex.org/W2997316506","https://openalex.org/W3092663126","https://openalex.org/W3107867277","https://openalex.org/W3114606989","https://openalex.org/W3132170587","https://openalex.org/W3162240418","https://openalex.org/W3188098670","https://openalex.org/W3208530345","https://openalex.org/W3208645658","https://openalex.org/W3210586215","https://openalex.org/W4210692941","https://openalex.org/W4214493665","https://openalex.org/W4224932888","https://openalex.org/W4225630686","https://openalex.org/W4285208582","https://openalex.org/W4289752563","https://openalex.org/W4308119868","https://openalex.org/W4313591362","https://openalex.org/W4320002812","https://openalex.org/W4383819205","https://openalex.org/W4385245566","https://openalex.org/W4385251404","https://openalex.org/W4386075524","https://openalex.org/W4386075796","https://openalex.org/W4386076325","https://openalex.org/W4389352554","https://openalex.org/W4389891013","https://openalex.org/W4391130239","https://openalex.org/W4391559729","https://openalex.org/W4399881619","https://openalex.org/W4401751923","https://openalex.org/W4402125981","https://openalex.org/W6729983426","https://openalex.org/W6750227808","https://openalex.org/W6774776664","https://openalex.org/W6783715684","https://openalex.org/W6843239693"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Due":[0],"to":[1,44,65,111],"wide":[2],"field":[3,127],"of":[4,72,100],"view":[5],"and":[6,14,52,116,129,142],"background":[7],"confusion,":[8],"remote":[9],"sensing":[10],"objects":[11,24,148],"are":[12,25],"small":[13,23,102,147],"densely":[15],"packed,":[16],"hence":[17],"commonly":[18],"used":[19],"detection":[20],"methods":[21],"detecting":[22],"not":[26],"satisfactory.":[27],"In":[28],"this":[29],"article,":[30],"we":[31],"propose":[32],"the":[33,55,70,76,97],"multicontextual":[34,47],"information":[35,48,57,78,93,128],"aggregation":[36,58,80,123],"YOLO":[37],"(MCIA-YOLO)":[38],"method,":[39],"combining":[40],"three":[41],"novel":[42],"modules":[43],"effectively":[45],"aggregate":[46],"across":[49,94],"channels,":[50],"depths,":[51],"pixels.":[53],"First,":[54],"channel-spatial":[56],"module":[59,81,124],"assembles":[60],"spatial":[61],"global":[62],"features":[63,115],"pursuant":[64],"channel":[66],"contextual":[67],"information,":[68],"increasing":[69],"density":[71],"key":[73],"information.":[74,109],"Second,":[75],"shallow-deep":[77],"sparse":[79,84],"applies":[82],"a":[83,101],"cross":[85],"self-attention":[86],"mechanism.":[87],"By":[88],"sparsely":[89],"correlating":[90],"long-range":[91],"dependency":[92],"different":[95],"regions,":[96],"representation":[98],"capability":[99],"target":[103],"is":[104],"enhanced":[105],"while":[106],"removing":[107],"redundant":[108],"Third,":[110],"enrich":[112],"local":[113],"multiscale":[114,121],"better":[117],"identify":[118],"dense":[119],"targets,":[120],"weighted":[122,131],"convolves":[125],"multireceptive":[126],"performs":[130],"fusion.":[132],"Our":[133],"method":[134],"demonstrates":[135],"satisfactory":[136],"performance":[137],"on":[138],"dataset":[139],"VisDrone2019,":[140],"UAVDT,":[141],"NWPU":[143],"VHR-10,":[144],"especially":[145],"in":[146],"detection,":[149],"surpassing":[150],"several":[151],"state-of-the-art":[152],"methods.":[153]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
