{"id":"https://openalex.org/W4384694624","doi":"https://doi.org/10.3233/ica-230715","title":"Improvement of small objects detection in thermal images","display_name":"Improvement of small objects detection in thermal images","publication_year":2023,"publication_date":"2023-07-18","ids":{"openalex":"https://openalex.org/W4384694624","doi":"https://doi.org/10.3233/ica-230715"},"language":"en","primary_location":{"id":"doi:10.3233/ica-230715","is_oa":true,"landing_page_url":"https://doi.org/10.3233/ica-230715","pdf_url":"https://content.iospress.com:443/download/integrated-computer-aided-engineering/ica230715?id=integrated-computer-aided-engineering%2Fica230715","source":{"id":"https://openalex.org/S107631664","display_name":"Integrated Computer-Aided Engineering","issn_l":"1069-2509","issn":["1069-2509","1875-8835"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Integrated Computer-Aided Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://content.iospress.com:443/download/integrated-computer-aided-engineering/ica230715?id=integrated-computer-aided-engineering%2Fica230715","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065731651","display_name":"Maxence Chaverot","orcid":null},"institutions":[{"id":"https://openalex.org/I4210108118","display_name":"Laboratoire d'Informatique, du Traitement de l'Information et des Syst\u00e8mes","ror":"https://ror.org/01f1vfy95","country_code":"FR","type":"facility","lineage":["https://openalex.org/I141576021","https://openalex.org/I4210105918","https://openalex.org/I4210105918","https://openalex.org/I4210105918","https://openalex.org/I4210108118","https://openalex.org/I62396329","https://openalex.org/I88814501"]},{"id":"https://openalex.org/I62396329","display_name":"Universit\u00e9 de Rouen Normandie","ror":"https://ror.org/03nhjew95","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918","https://openalex.org/I62396329"]},{"id":"https://openalex.org/I88814501","display_name":"Institut National des Sciences Appliqu\u00e9es Rouen Normandie","ror":"https://ror.org/020ws7586","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918","https://openalex.org/I88814501"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Maxence Chaverot","raw_affiliation_strings":["LITIS, INSA Rouen, Saint-\u00c9tienne-du-Rouvray, France","NT2I, Saint-\u00c9tienne, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LITIS, INSA Rouen, Saint-\u00c9tienne-du-Rouvray, France","institution_ids":["https://openalex.org/I88814501","https://openalex.org/I4210108118","https://openalex.org/I62396329"]},{"raw_affiliation_string":"NT2I, Saint-\u00c9tienne, France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079029295","display_name":"Maxime Carr\u00e9","orcid":"https://orcid.org/0000-0002-8899-9001"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Maxime Carr\u00e9","raw_affiliation_strings":["NT2I, Saint-\u00c9tienne, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NT2I, Saint-\u00c9tienne, France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027243092","display_name":"Michel Jourlin","orcid":"https://orcid.org/0000-0002-2076-3465"},"institutions":[{"id":"https://openalex.org/I4210085887","display_name":"Laboratoire Hubert Curien","ror":"https://ror.org/0028p8r67","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I112936343","https://openalex.org/I113428412","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I277688954","https://openalex.org/I4210085887","https://openalex.org/I4210091746","https://openalex.org/I4210095849","https://openalex.org/I4405259976","https://openalex.org/I4405259976","https://openalex.org/I4405263940","https://openalex.org/I48430043","https://openalex.org/I59692284"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Michel Jourlin","raw_affiliation_strings":["Hubert Curien Laboratory, Saint-\u00c9tienne, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hubert Curien Laboratory, Saint-\u00c9tienne, France","institution_ids":["https://openalex.org/I4210085887"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108358495","display_name":"Abdelaziz Bensrhair","orcid":null},"institutions":[{"id":"https://openalex.org/I4210108118","display_name":"Laboratoire d'Informatique, du Traitement de l'Information et des Syst\u00e8mes","ror":"https://ror.org/01f1vfy95","country_code":"FR","type":"facility","lineage":["https://openalex.org/I141576021","https://openalex.org/I4210105918","https://openalex.org/I4210105918","https://openalex.org/I4210105918","https://openalex.org/I4210108118","https://openalex.org/I62396329","https://openalex.org/I88814501"]},{"id":"https://openalex.org/I62396329","display_name":"Universit\u00e9 de Rouen Normandie","ror":"https://ror.org/03nhjew95","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918","https://openalex.org/I62396329"]},{"id":"https://openalex.org/I88814501","display_name":"Institut National des Sciences Appliqu\u00e9es Rouen Normandie","ror":"https://ror.org/020ws7586","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918","https://openalex.org/I88814501"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Abdelaziz Bensrhair","raw_affiliation_strings":["LITIS, INSA Rouen, Saint-\u00c9tienne-du-Rouvray, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LITIS, INSA Rouen, Saint-\u00c9tienne-du-Rouvray, France","institution_ids":["https://openalex.org/I88814501","https://openalex.org/I4210108118","https://openalex.org/I62396329"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113579815","display_name":"Richard Grisel","orcid":null},"institutions":[{"id":"https://openalex.org/I62396329","display_name":"Universit\u00e9 de Rouen Normandie","ror":"https://ror.org/03nhjew95","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918","https://openalex.org/I62396329"]},{"id":"https://openalex.org/I88814501","display_name":"Institut National des Sciences Appliqu\u00e9es Rouen Normandie","ror":"https://ror.org/020ws7586","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918","https://openalex.org/I88814501"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Richard Grisel","raw_affiliation_strings":["INSA Rouen, Saint-\u00c9tienne-du-Rouvray, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INSA Rouen, Saint-\u00c9tienne-du-Rouvray, France","institution_ids":["https://openalex.org/I88814501","https://openalex.org/I62396329"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5027243092"],"corresponding_institution_ids":["https://openalex.org/I4210085887"],"apc_list":null,"apc_paid":null,"fwci":14.2511,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.98377844,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"30","issue":"4","first_page":"311","last_page":"325"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9991999864578247,"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":0.9991999864578247,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9990000128746033,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9987999796867371,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/deblurring","display_name":"Deblurring","score":0.9375547170639038},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7749643325805664},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7672553658485413},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.731967568397522},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.7100961208343506},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.5855217576026917},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.5770273208618164},{"id":"https://openalex.org/keywords/mathematical-morphology","display_name":"Mathematical morphology","score":0.5344969630241394},{"id":"https://openalex.org/keywords/low-resolution","display_name":"Low resolution","score":0.47021129727363586},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4534478485584259},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.4188099503517151},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3708190619945526},{"id":"https://openalex.org/keywords/high-resolution","display_name":"High resolution","score":0.26405322551727295},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.1581842601299286},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.09857821464538574},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.08679094910621643}],"concepts":[{"id":"https://openalex.org/C2777693668","wikidata":"https://www.wikidata.org/wiki/Q25053743","display_name":"Deblurring","level":5,"score":0.9375547170639038},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7749643325805664},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7672553658485413},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.731967568397522},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7100961208343506},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.5855217576026917},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.5770273208618164},{"id":"https://openalex.org/C185568154","wikidata":"https://www.wikidata.org/wiki/Q530242","display_name":"Mathematical morphology","level":4,"score":0.5344969630241394},{"id":"https://openalex.org/C3019883945","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Low resolution","level":3,"score":0.47021129727363586},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4534478485584259},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.4188099503517151},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3708190619945526},{"id":"https://openalex.org/C3020199158","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"High resolution","level":2,"score":0.26405322551727295},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.1581842601299286},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.09857821464538574},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08679094910621643}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/ica-230715","is_oa":true,"landing_page_url":"https://doi.org/10.3233/ica-230715","pdf_url":"https://content.iospress.com:443/download/integrated-computer-aided-engineering/ica230715?id=integrated-computer-aided-engineering%2Fica230715","source":{"id":"https://openalex.org/S107631664","display_name":"Integrated Computer-Aided Engineering","issn_l":"1069-2509","issn":["1069-2509","1875-8835"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Integrated Computer-Aided Engineering","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-05293619v1","is_oa":true,"landing_page_url":"https://hal.science/hal-05293619","pdf_url":"https://hal.science/hal-05293619/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Integrated Computer-Aided Engineering, 2023, 30 (4), pp.311-325. &#x27E8;10.3233/ICA-230715&#x27E9;","raw_type":"Journal articles"}],"best_oa_location":{"id":"doi:10.3233/ica-230715","is_oa":true,"landing_page_url":"https://doi.org/10.3233/ica-230715","pdf_url":"https://content.iospress.com:443/download/integrated-computer-aided-engineering/ica230715?id=integrated-computer-aided-engineering%2Fica230715","source":{"id":"https://openalex.org/S107631664","display_name":"Integrated Computer-Aided Engineering","issn_l":"1069-2509","issn":["1069-2509","1875-8835"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Integrated Computer-Aided Engineering","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4384694624.pdf"},"referenced_works_count":51,"referenced_works":["https://openalex.org/W569478347","https://openalex.org/W965694222","https://openalex.org/W1861492603","https://openalex.org/W1968491455","https://openalex.org/W2033175719","https://openalex.org/W2044092692","https://openalex.org/W2054762883","https://openalex.org/W2142828466","https://openalex.org/W2144506857","https://openalex.org/W2155475916","https://openalex.org/W2166538457","https://openalex.org/W2560923441","https://openalex.org/W2756413074","https://openalex.org/W2793086013","https://openalex.org/W2887695188","https://openalex.org/W2901973197","https://openalex.org/W2918816987","https://openalex.org/W2955425717","https://openalex.org/W2963645458","https://openalex.org/W2963857746","https://openalex.org/W2981068491","https://openalex.org/W3018757597","https://openalex.org/W3034971973","https://openalex.org/W3038325564","https://openalex.org/W3040726448","https://openalex.org/W3042011474","https://openalex.org/W3106250896","https://openalex.org/W3124561108","https://openalex.org/W3127613997","https://openalex.org/W3162143717","https://openalex.org/W3162294382","https://openalex.org/W3195771520","https://openalex.org/W3207673409","https://openalex.org/W4200281992","https://openalex.org/W4210668230","https://openalex.org/W4255602948","https://openalex.org/W4281717586","https://openalex.org/W4289170405","https://openalex.org/W4290603431","https://openalex.org/W4292828877","https://openalex.org/W6639102338","https://openalex.org/W6681154656","https://openalex.org/W6724491820","https://openalex.org/W6730770738","https://openalex.org/W6749061506","https://openalex.org/W6749783731","https://openalex.org/W6762718338","https://openalex.org/W6770600958","https://openalex.org/W6771154167","https://openalex.org/W6785652829","https://openalex.org/W6790499028"],"related_works":["https://openalex.org/W4308216825","https://openalex.org/W4312281738","https://openalex.org/W2062923025","https://openalex.org/W2786875726","https://openalex.org/W4287817146","https://openalex.org/W2613108344","https://openalex.org/W2365294123","https://openalex.org/W2347933260","https://openalex.org/W4206732538","https://openalex.org/W3201154204"],"abstract_inverted_index":{"Thermal":[0],"images":[1,20,122,150],"are":[2,77],"widely":[3],"used":[4,63],"for":[5],"various":[6,46],"applications":[7],"such":[8,153],"as":[9,96,154],"safety,":[10],"surveillance,":[11],"and":[12,27,36,74,156],"Advanced":[13],"Driver":[14],"Assistance":[15],"Systems":[16],"(ADAS).":[17],"However,":[18],"these":[19,41],"typically":[21],"have":[22],"low":[23,28],"contrast,":[24],"blurred":[25],"aspect,":[26],"resolution,":[29],"making":[30],"it":[31,97],"difficult":[32],"to":[33,49,64,79,92,133],"detect":[34],"distant":[35,124],"small-sized":[37],"objects.":[38,125],"To":[39],"address":[40],"issues,":[42],"this":[43],"paper":[44],"explores":[45],"preprocessing":[47],"algorithms":[48,110],"improve":[50],"the":[51,66,81,101,108,114,136,143],"performance":[52],"of":[53,68,107,145],"already":[54],"trained":[55],"object":[56],"detection":[57,67,144],"networks.":[58],"Specifically,":[59],"mathematical":[60,94],"morphology":[61],"is":[62,90,98,111,131],"favor":[65],"small":[69,146],"bright":[70],"objects,":[71],"while":[72],"deblurring":[73],"super-resolution":[75],"techniques":[76],"employed":[78],"enhance":[80],"image":[82],"quality.":[83],"The":[84,105,126],"Logarithmic":[85],"Image":[86],"Processing":[87],"(LIP)":[88],"framework":[89],"chosen":[91],"perform":[93],"morphology,":[95],"consistent":[99],"with":[100,117],"Human":[102],"Visual":[103],"System.":[104],"efficacy":[106],"proposed":[109],"evaluated":[112],"on":[113,121],"FLIR":[115],"dataset,":[116],"a":[118,139],"sub-base":[119],"focused":[120],"containing":[123],"mean":[127],"Average-Precision":[128],"(mAP)":[129],"score":[130],"computed":[132],"objectively":[134],"evaluate":[135],"results,":[137],"showing":[138],"significant":[140],"improvement":[141],"in":[142,148],"objects":[147],"thermal":[149],"using":[151],"CNNs":[152],"YOLOv4":[155],"EfficientDet.":[157]},"counts_by_year":[{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
