{"id":"https://openalex.org/W4416412346","doi":"https://doi.org/10.1049/ipr2.70250","title":"IE\u2010YOLO: An Information\u2010Enhanced Small Target Detection Model for Remote Sensing Images","display_name":"IE\u2010YOLO: An Information\u2010Enhanced Small Target Detection Model for Remote Sensing Images","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4416412346","doi":"https://doi.org/10.1049/ipr2.70250"},"language":"en","primary_location":{"id":"doi:10.1049/ipr2.70250","is_oa":true,"landing_page_url":"https://doi.org/10.1049/ipr2.70250","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1049/ipr2.70250","source":{"id":"https://openalex.org/S83215360","display_name":"IET Image Processing","issn_l":"1751-9659","issn":["1751-9659","1751-9667"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311714","host_organization_name":"Institution of Engineering and Technology","host_organization_lineage":["https://openalex.org/P4310311714"],"host_organization_lineage_names":["Institution of Engineering and Technology"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IET Image Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1049/ipr2.70250","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060784467","display_name":"Haijiao Yun","orcid":null},"institutions":[{"id":"https://openalex.org/I49232843","display_name":"Changchun University","ror":"https://ror.org/02an57k10","country_code":"CN","type":"education","lineage":["https://openalex.org/I49232843"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Haijiao Yun","raw_affiliation_strings":["School of Electronic Information Engineering Changchun University  Changchun Jilin China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic Information Engineering Changchun University  Changchun Jilin China","institution_ids":["https://openalex.org/I49232843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036561081","display_name":"Ziqing Han","orcid":"https://orcid.org/0000-0001-7149-3162"},"institutions":[{"id":"https://openalex.org/I49232843","display_name":"Changchun University","ror":"https://ror.org/02an57k10","country_code":"CN","type":"education","lineage":["https://openalex.org/I49232843"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziqing Han","raw_affiliation_strings":["School of Electronic Information Engineering Changchun University  Changchun Jilin China","School of the Graduate Changchun University  Changchun Jilin China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic Information Engineering Changchun University  Changchun Jilin China","institution_ids":["https://openalex.org/I49232843"]},{"raw_affiliation_string":"School of the Graduate Changchun University  Changchun Jilin China","institution_ids":["https://openalex.org/I49232843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047573078","display_name":"Qingyu Du","orcid":null},"institutions":[{"id":"https://openalex.org/I49232843","display_name":"Changchun University","ror":"https://ror.org/02an57k10","country_code":"CN","type":"education","lineage":["https://openalex.org/I49232843"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingyu Du","raw_affiliation_strings":["School of Electronic Information Engineering Changchun University  Changchun Jilin China","School of the Graduate Changchun University  Changchun Jilin China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic Information Engineering Changchun University  Changchun Jilin China","institution_ids":["https://openalex.org/I49232843"]},{"raw_affiliation_string":"School of the Graduate Changchun University  Changchun Jilin China","institution_ids":["https://openalex.org/I49232843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061131131","display_name":"Mingjing Li","orcid":"https://orcid.org/0000-0002-5290-8104"},"institutions":[{"id":"https://openalex.org/I49232843","display_name":"Changchun University","ror":"https://ror.org/02an57k10","country_code":"CN","type":"education","lineage":["https://openalex.org/I49232843"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingjing Li","raw_affiliation_strings":["School of Electronic Information Engineering Changchun University  Changchun Jilin China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic Information Engineering Changchun University  Changchun Jilin China","institution_ids":["https://openalex.org/I49232843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103249312","display_name":"Le Yang","orcid":"https://orcid.org/0000-0003-3097-7245"},"institutions":[{"id":"https://openalex.org/I49232843","display_name":"Changchun University","ror":"https://ror.org/02an57k10","country_code":"CN","type":"education","lineage":["https://openalex.org/I49232843"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Le Yang","raw_affiliation_strings":["School of Electronic Information Engineering Changchun University  Changchun Jilin China","School of the Graduate Changchun University  Changchun Jilin China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic Information Engineering Changchun University  Changchun Jilin China","institution_ids":["https://openalex.org/I49232843"]},{"raw_affiliation_string":"School of the Graduate Changchun University  Changchun Jilin China","institution_ids":["https://openalex.org/I49232843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100625902","display_name":"Xinyang Liu","orcid":"https://orcid.org/0000-0002-5827-7729"},"institutions":[{"id":"https://openalex.org/I49232843","display_name":"Changchun University","ror":"https://ror.org/02an57k10","country_code":"CN","type":"education","lineage":["https://openalex.org/I49232843"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyang Liu","raw_affiliation_strings":["School of Electronic Information Engineering Changchun University  Changchun Jilin China","School of the Graduate Changchun University  Changchun Jilin China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic Information Engineering Changchun University  Changchun Jilin China","institution_ids":["https://openalex.org/I49232843"]},{"raw_affiliation_string":"School of the Graduate Changchun University  Changchun Jilin China","institution_ids":["https://openalex.org/I49232843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101424721","display_name":"Chao Wang","orcid":"https://orcid.org/0000-0002-6345-4398"},"institutions":[{"id":"https://openalex.org/I49232843","display_name":"Changchun University","ror":"https://ror.org/02an57k10","country_code":"CN","type":"education","lineage":["https://openalex.org/I49232843"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Wang","raw_affiliation_strings":["School of Electronic Information Engineering Changchun University  Changchun Jilin China","School of the Graduate Changchun University  Changchun Jilin China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic Information Engineering Changchun University  Changchun Jilin China","institution_ids":["https://openalex.org/I49232843"]},{"raw_affiliation_string":"School of the Graduate Changchun University  Changchun Jilin China","institution_ids":["https://openalex.org/I49232843"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101782484","display_name":"Weixin Ma","orcid":"https://orcid.org/0000-0003-1803-2812"},"institutions":[{"id":"https://openalex.org/I49232843","display_name":"Changchun University","ror":"https://ror.org/02an57k10","country_code":"CN","type":"education","lineage":["https://openalex.org/I49232843"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weitian Ma","raw_affiliation_strings":["School of Electronic Information Engineering Changchun University  Changchun Jilin China","School of the Graduate Changchun University  Changchun Jilin China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic Information Engineering Changchun University  Changchun Jilin China","institution_ids":["https://openalex.org/I49232843"]},{"raw_affiliation_string":"School of the Graduate Changchun University  Changchun Jilin China","institution_ids":["https://openalex.org/I49232843"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5060784467"],"corresponding_institution_ids":["https://openalex.org/I49232843"],"apc_list":{"value":2000,"currency":"EUR","value_usd":2200},"apc_paid":{"value":2000,"currency":"EUR","value_usd":2200},"fwci":1.0044,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.82442846,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"19","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.86080002784729,"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":0.86080002784729,"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/T12389","display_name":"Infrared Target Detection Methodologies","score":0.028699999675154686,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.009700000286102295,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.6622999906539917},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6477000117301941},{"id":"https://openalex.org/keywords/pyramid","display_name":"Pyramid (geometry)","score":0.6323999762535095},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5986999869346619},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.5117999911308289},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.43959999084472656}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7804999947547913},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.6622999906539917},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6477000117301941},{"id":"https://openalex.org/C142575187","wikidata":"https://www.wikidata.org/wiki/Q3358290","display_name":"Pyramid (geometry)","level":2,"score":0.6323999762535095},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5986999869346619},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5942999720573425},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5216000080108643},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.5117999911308289},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43959999084472656},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4244000017642975},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4205999970436096},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37929999828338623},{"id":"https://openalex.org/C183365957","wikidata":"https://www.wikidata.org/wiki/Q17140402","display_name":"Remote sensing application","level":3,"score":0.32919999957084656},{"id":"https://openalex.org/C88796919","wikidata":"https://www.wikidata.org/wiki/Q1142907","display_name":"Backbone network","level":2,"score":0.29350000619888306},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2644999921321869}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1049/ipr2.70250","is_oa":true,"landing_page_url":"https://doi.org/10.1049/ipr2.70250","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1049/ipr2.70250","source":{"id":"https://openalex.org/S83215360","display_name":"IET Image Processing","issn_l":"1751-9659","issn":["1751-9659","1751-9667"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311714","host_organization_name":"Institution of Engineering and Technology","host_organization_lineage":["https://openalex.org/P4310311714"],"host_organization_lineage_names":["Institution of Engineering and Technology"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IET Image Processing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1049/ipr2.70250","is_oa":true,"landing_page_url":"https://doi.org/10.1049/ipr2.70250","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1049/ipr2.70250","source":{"id":"https://openalex.org/S83215360","display_name":"IET Image Processing","issn_l":"1751-9659","issn":["1751-9659","1751-9667"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311714","host_organization_name":"Institution of Engineering and Technology","host_organization_lineage":["https://openalex.org/P4310311714"],"host_organization_lineage_names":["Institution of Engineering and Technology"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IET Image Processing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2060086266","display_name":null,"funder_award_id":"YDZJ202201ZYTS432","funder_id":"https://openalex.org/F4320310121","funder_display_name":"Natural Science Foundation of Jilin Province"}],"funders":[{"id":"https://openalex.org/F4320310121","display_name":"Natural Science Foundation of Jilin Province","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4416412346.pdf","grobid_xml":"https://content.openalex.org/works/W4416412346.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1536680647","https://openalex.org/W2102605133","https://openalex.org/W2193145675","https://openalex.org/W2570343428","https://openalex.org/W2806070179","https://openalex.org/W2963037989","https://openalex.org/W2963351448","https://openalex.org/W2989604896","https://openalex.org/W3035396860","https://openalex.org/W3138516171","https://openalex.org/W4213019189","https://openalex.org/W4323317962","https://openalex.org/W4361854625","https://openalex.org/W4385257519","https://openalex.org/W4385760871","https://openalex.org/W4386076325","https://openalex.org/W4389352554","https://openalex.org/W4389441674","https://openalex.org/W4392231788","https://openalex.org/W4393378612","https://openalex.org/W4394963126","https://openalex.org/W4400353625","https://openalex.org/W4400839781","https://openalex.org/W4402126406","https://openalex.org/W4402754006","https://openalex.org/W4405199922","https://openalex.org/W4415795831"],"related_works":[],"abstract_inverted_index":{"ABSTRACT":[0],"The":[1],"detection":[2,43,136,151,156,160],"of":[3,11,32,88,167,191],"small":[4,33,41,89,109,131,154,192],"targets,":[5,90],"particularly":[6],"people":[7],"and":[8,20,59,66,170,177,185],"various":[9],"types":[10],"vehicles,":[12],"has":[13],"long":[14],"been":[15],"recognised":[16],"as":[17],"a":[18,78,91],"formidable":[19],"highly":[21],"challenging":[22],"task":[23],"in":[24,72,188],"remote":[25],"sensing":[26],"images.":[27],"To":[28],"improve":[29],"the":[30,51,57,60,64,69,73,86,141,146,165,168,171,189],"performance":[31],"target":[34,42,58,65,110,132,155,193],"detection,":[35],"we":[36],"propose":[37],"IE\u2010YOLO,":[38],"an":[39,115],"information\u2010enhanced":[40],"model":[44,148],"based":[45],"on":[46,140],"YOLOv8.":[47],"First,":[48],"to":[49,54,83,98,107,123],"enhance":[50],"model's":[52],"ability":[53],"distinguish":[55],"between":[56,63],"background,":[61],"or":[62],"similar":[67],"categories,":[68],"C2f":[70],"module":[71],"backbone":[74],"is":[75,96,121],"replaced":[76],"with":[77,163],"custom\u2010designed":[79],"vssC2f":[80],"module.":[81],"Second,":[82],"further":[84],"amplify":[85],"features":[87,127],"Feature":[92,117],"Enhancement":[93],"(FEB)":[94],"Block":[95],"proposed":[97,122],"significantly":[99,134],"strengthen":[100],"overall":[101],"feature":[102],"extraction":[103],"capability,":[104],"enabling":[105],"it":[106],"capture":[108],"characteristics":[111],"more":[112,130],"effectively.":[113],"Finally,":[114],"Information\u2010Enhanced":[116],"Pyramid":[118],"Network":[119],"(IE\u2010FPN)":[120],"fully":[124],"utilise":[125],"shallow":[126],"for":[128,153],"retaining":[129],"information,":[133],"improving":[135],"performance.":[137],"Extensive":[138],"experiments":[139],"VisDrone2019":[142],"dataset":[143],"show":[144],"that":[145],"IE\u2010YOLO":[147],"achieves":[149],"higher":[150],"accuracy":[152],"than":[157],"other":[158],"advanced":[159],"models.":[161],"Compared":[162],"YOLOv8,":[164],"values":[166],"mAP0.5":[169],"mAP0.5:0.95":[172],"have":[173],"increased":[174],"by":[175],"6.8%":[176],"4.7%,":[178],"respectively.":[179],"It":[180],"demonstrates":[181],"significant":[182],"application":[183],"potential":[184],"practical":[186],"value":[187],"field":[190],"detection.":[194]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-11-20T00:00:00"}
