{"id":"https://openalex.org/W4402402676","doi":"https://doi.org/10.1109/mapr63514.2024.10660900","title":"An Approach of Generating Synthetic Data in Military Camouflaged Object Detection","display_name":"An Approach of Generating Synthetic Data in Military Camouflaged Object Detection","publication_year":2024,"publication_date":"2024-08-15","ids":{"openalex":"https://openalex.org/W4402402676","doi":"https://doi.org/10.1109/mapr63514.2024.10660900"},"language":"en","primary_location":{"id":"doi:10.1109/mapr63514.2024.10660900","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mapr63514.2024.10660900","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Multimedia Analysis and Pattern Recognition (MAPR)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5110527547","display_name":"Thi Thu Hang Truong","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Thi Thu Hang Truong","raw_affiliation_strings":["Academy of Military Science and Technology,Information Technology Institute,Hanoi,Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Academy of Military Science and Technology,Information Technology Institute,Hanoi,Vietnam","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062632199","display_name":"Trung Kien Tran","orcid":"https://orcid.org/0000-0001-5466-0539"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Trung Kien Tran","raw_affiliation_strings":["Academy of Military Science and Technology,Information Technology Institute,Hanoi,Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Academy of Military Science and Technology,Information Technology Institute,Hanoi,Vietnam","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014432117","display_name":"Chi Thanh Nguyen","orcid":"https://orcid.org/0000-0001-9977-1179"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chi Thanh Nguyen","raw_affiliation_strings":["Academy of Military Science and Technology,Information Technology Institute,Hanoi,Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Academy of Military Science and Technology,Information Technology Institute,Hanoi,Vietnam","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109779536","display_name":"Thi Hai Hong Phan","orcid":null},"institutions":[{"id":"https://openalex.org/I131359167","display_name":"Le Quy Don Technical University","ror":"https://ror.org/04wgyjv21","country_code":"VN","type":"education","lineage":["https://openalex.org/I131359167"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Thi Hai Hong Phan","raw_affiliation_strings":["Le Quy Don Technical University,Institute of Information and Communications Technology,Hanoi,Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Le Quy Don Technical University,Institute of Information and Communications Technology,Hanoi,Vietnam","institution_ids":["https://openalex.org/I131359167"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101848312","display_name":"Anh Tuan Nguyen","orcid":"https://orcid.org/0000-0001-6201-4529"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Anh Tuan Nguyen","raw_affiliation_strings":["Academy of Military Science and Technology,Physical Technical Institute,Hanoi,Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Academy of Military Science and Technology,Physical Technical Institute,Hanoi,Vietnam","institution_ids":[]}]},{"author_position":"last","author":{"id":null,"display_name":"Ngoc Son Nguyen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ngoc Son Nguyen","raw_affiliation_strings":["Academy of Military Science and Technology,Physical Technical Institute,Hanoi,Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Academy of Military Science and Technology,Physical Technical Institute,Hanoi,Vietnam","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.9136,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.95274636,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9987999796867371,"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"}},"topics":[{"id":"https://openalex.org/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9987999796867371,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9943000078201294,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9936000108718872,"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":0.6535893082618713},{"id":"https://openalex.org/keywords/unexploded-ordnance","display_name":"Unexploded ordnance","score":0.526079535484314},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.515684962272644},{"id":"https://openalex.org/keywords/synthetic-data","display_name":"Synthetic data","score":0.48753878474235535},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.44824913144111633},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.42313653230667114},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.37722429633140564},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.1105007529258728}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6535893082618713},{"id":"https://openalex.org/C2775977338","wikidata":"https://www.wikidata.org/wiki/Q2302880","display_name":"Unexploded ordnance","level":2,"score":0.526079535484314},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.515684962272644},{"id":"https://openalex.org/C160920958","wikidata":"https://www.wikidata.org/wiki/Q7662746","display_name":"Synthetic data","level":2,"score":0.48753878474235535},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.44824913144111633},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.42313653230667114},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37722429633140564},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.1105007529258728},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mapr63514.2024.10660900","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mapr63514.2024.10660900","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Multimedia Analysis and Pattern Recognition (MAPR)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.44999998807907104}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W764651262","https://openalex.org/W2129069237","https://openalex.org/W2193145675","https://openalex.org/W2962770929","https://openalex.org/W2963150697","https://openalex.org/W2963351448","https://openalex.org/W2964241181","https://openalex.org/W2982770724","https://openalex.org/W2997066571","https://openalex.org/W3013851350","https://openalex.org/W3096609285","https://openalex.org/W3106250896","https://openalex.org/W3159196909","https://openalex.org/W3162926177","https://openalex.org/W3172752666","https://openalex.org/W3176494267","https://openalex.org/W3196873099","https://openalex.org/W4251544344","https://openalex.org/W4285238244","https://openalex.org/W4294643831","https://openalex.org/W4312325074","https://openalex.org/W4312933868","https://openalex.org/W4319324211","https://openalex.org/W4323654151","https://openalex.org/W4380742294","https://openalex.org/W4388916069","https://openalex.org/W4392089812","https://openalex.org/W6679045638","https://openalex.org/W6745560452","https://openalex.org/W6761628794","https://openalex.org/W6763509872","https://openalex.org/W6795288823","https://openalex.org/W6862193366"],"related_works":["https://openalex.org/W4220827440","https://openalex.org/W154763181","https://openalex.org/W3091176685","https://openalex.org/W2474390966","https://openalex.org/W2160686887","https://openalex.org/W4236529029","https://openalex.org/W3109499659","https://openalex.org/W4382315317","https://openalex.org/W2966641257","https://openalex.org/W3186268266"],"abstract_inverted_index":{"Camouflaged":[0],"object":[1,93],"detection":[2,94,115],"is":[3],"paramount":[4],"across":[5,117],"diverse":[6],"domains,":[7],"spanning":[8],"military":[9,23,59],"surveillance,":[10],"wildlife":[11],"conservation,":[12],"and":[13,111],"security":[14],"systems.":[15],"Despite":[16],"the":[17,30,71,89,109],"efficiency":[18],"of":[19,32,73,91,113],"deep":[20],"learning":[21],"in":[22,58,96],"camouflage":[24,48,57,66,114],"detection,":[25],"significant":[26],"challenges":[27,39],"persist,":[28],"notably":[29],"scarcity":[31],"training":[33],"data.":[34,75],"This":[35,100],"study":[36],"addresses":[37],"these":[38],"by":[40],"presenting":[41],"a":[42,64,104],"pioneering":[43],"method":[44,68],"to":[45,69],"generate":[46],"synthetic":[47,74],"images":[49],"from":[50],"3D":[51],"models,":[52],"specifically":[53],"designed":[54],"for":[55,107],"detecting":[56],"settings.":[60],"Additionally,":[61],"we":[62,79],"introduce":[63],"robust":[65],"assessment":[67],"augment":[70],"quality":[72],"Through":[76],"extensive":[77],"experimentation,":[78],"validate":[80],"that":[81],"data":[82],"generated":[83],"under":[84],"optimal":[85],"conditions":[86],"substantially":[87],"boosts":[88],"performance":[90],"state-of-the-art":[92],"models":[95],"identifying":[97],"camouflaged":[98],"objects.":[99],"research":[101],"thus":[102],"offers":[103],"promising":[105],"avenue":[106],"advancing":[108],"effectiveness":[110],"applicability":[112],"systems":[116],"various":[118],"real-world":[119],"scenarios.":[120]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}