{"id":"https://openalex.org/W4405272021","doi":"https://doi.org/10.1109/icceic64099.2024.10775918","title":"Improved AOD-Net Dehazing Algorithm for Target Image","display_name":"Improved AOD-Net Dehazing Algorithm for Target Image","publication_year":2024,"publication_date":"2024-10-11","ids":{"openalex":"https://openalex.org/W4405272021","doi":"https://doi.org/10.1109/icceic64099.2024.10775918"},"language":"en","primary_location":{"id":"doi:10.1109/icceic64099.2024.10775918","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icceic64099.2024.10775918","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 5th International Conference on Computer Engineering and Intelligent Control (ICCEIC)","raw_type":"proceedings-article"},"type":"article","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/A5101492319","display_name":"Tianyu Zheng","orcid":"https://orcid.org/0009-0001-6643-4181"},"institutions":[{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tianyu Zheng","raw_affiliation_strings":["Institute of Automation, Qilu University of Technology (Shandong Academy of Sciences),Jinan,China"],"affiliations":[{"raw_affiliation_string":"Institute of Automation, Qilu University of Technology (Shandong Academy of Sciences),Jinan,China","institution_ids":["https://openalex.org/I4210142748","https://openalex.org/I152269853","https://openalex.org/I4210094879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101751771","display_name":"Tianyu Xu","orcid":"https://orcid.org/0000-0003-2049-9016"},"institutions":[{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianyu Xu","raw_affiliation_strings":["Institute of Automation, Qilu University of Technology (Shandong Academy of Sciences),Jinan,China"],"affiliations":[{"raw_affiliation_string":"Institute of Automation, Qilu University of Technology (Shandong Academy of Sciences),Jinan,China","institution_ids":["https://openalex.org/I4210142748","https://openalex.org/I152269853","https://openalex.org/I4210094879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080585105","display_name":"Xiangdong Li","orcid":"https://orcid.org/0000-0003-4537-3292"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangdong Li","raw_affiliation_strings":["Institute of Automation, Qilu University of Technology (Shandong Academy of Sciences),Jinan,China"],"affiliations":[{"raw_affiliation_string":"Institute of Automation, Qilu University of Technology (Shandong Academy of Sciences),Jinan,China","institution_ids":["https://openalex.org/I4210142748","https://openalex.org/I152269853","https://openalex.org/I4210094879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049397034","display_name":"Xingwen Zhao","orcid":"https://orcid.org/0000-0002-7620-227X"},"institutions":[{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingwen Zhao","raw_affiliation_strings":["Institute of Automation, Qilu University of Technology (Shandong Academy of Sciences),Jinan,China"],"affiliations":[{"raw_affiliation_string":"Institute of Automation, Qilu University of Technology (Shandong Academy of Sciences),Jinan,China","institution_ids":["https://openalex.org/I4210142748","https://openalex.org/I152269853","https://openalex.org/I4210094879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102740754","display_name":"Feng Zhao","orcid":"https://orcid.org/0000-0002-5730-2208"},"institutions":[{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Zhao","raw_affiliation_strings":["Institute of Automation, Qilu University of Technology (Shandong Academy of Sciences),Jinan,China"],"affiliations":[{"raw_affiliation_string":"Institute of Automation, Qilu University of Technology (Shandong Academy of Sciences),Jinan,China","institution_ids":["https://openalex.org/I4210142748","https://openalex.org/I152269853","https://openalex.org/I4210094879"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100732248","display_name":"Yanbo Zhang","orcid":"https://orcid.org/0000-0002-7627-488X"},"institutions":[{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanbo Zhang","raw_affiliation_strings":["Institute of Automation, Qilu University of Technology (Shandong Academy of Sciences),Jinan,China"],"affiliations":[{"raw_affiliation_string":"Institute of Automation, Qilu University of Technology (Shandong Academy of Sciences),Jinan,China","institution_ids":["https://openalex.org/I4210142748","https://openalex.org/I152269853","https://openalex.org/I4210094879"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101492319"],"corresponding_institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210094879","https://openalex.org/I4210142748"],"apc_list":null,"apc_paid":null,"fwci":0.5263,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.68220772,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"333","last_page":"337"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9732000231742859,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9732000231742859,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9128000140190125,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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":0.7256450057029724},{"id":"https://openalex.org/keywords/net","display_name":"Net (polyhedron)","score":0.6240828037261963},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5878416895866394},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4563004672527313},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4156278371810913},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.38697928190231323},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10872998833656311}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7256450057029724},{"id":"https://openalex.org/C14166107","wikidata":"https://www.wikidata.org/wiki/Q253829","display_name":"Net (polyhedron)","level":2,"score":0.6240828037261963},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5878416895866394},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4563004672527313},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4156278371810913},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.38697928190231323},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10872998833656311},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icceic64099.2024.10775918","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icceic64099.2024.10775918","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 5th International Conference on Computer Engineering and Intelligent Control (ICCEIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1978125380","https://openalex.org/W2256362396","https://openalex.org/W2509770929","https://openalex.org/W2516264819","https://openalex.org/W2771525331","https://openalex.org/W2779176852","https://openalex.org/W2967918697","https://openalex.org/W2968126547","https://openalex.org/W2990007814","https://openalex.org/W3008095379","https://openalex.org/W3096110788","https://openalex.org/W3110104389","https://openalex.org/W3119629789","https://openalex.org/W4200187526","https://openalex.org/W4321232185"],"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":{"The":[0],"target":[1,31,120,132,183],"image":[2,121,188],"plays":[3],"a":[4,43,52],"crucial":[5],"role":[6],"in":[7,33,181],"the":[8,12,20,23,28,61,68,71,93,98,102,106,115,119,128,131,135,139,153,159,168,194,200,208],"visual":[9],"measurement":[10],"of":[11,22,30,65,101,108,118,130,137,161,199],"object":[13,24],"attitude,":[14],"and":[15,48,79,84,134,190,207],"its":[16],"quality":[17,29,189],"directly":[18],"affects":[19],"accuracy":[21,117],"positioning.":[25],"To":[26],"improve":[27],"images":[32,202],"adverse":[34],"weather":[35],"conditions,":[36],"such":[37],"as":[38,70],"haze,":[39,138],"this":[40,112],"paper":[41],"proposes":[42],"serial":[44,113],"structure":[45],"combining":[46],"U-Net":[47],"AOD-Net,":[49],"along":[50],"with":[51,193],"newly":[53],"designed":[54],"adaptive":[55,147],"weighted":[56,148],"loss":[57,140,149],"function":[58,150],"to":[59,92,155,204,214],"enhance":[60],"traditional":[62],"dehazing":[63,91,116,174],"algorithm":[64,171],"AOD-Net.":[66],"First,":[67],"U-Net,":[69],"network's":[72],"frontend":[73],"module,":[74],"performs":[75],"multi-scale":[76],"feature":[77],"extraction":[78],"detail":[80],"enhancement,":[81],"preserving":[82],"edge":[83],"texture":[85],"information.":[86],"Next,":[87],"AOD-Net":[88,170],"applies":[89],"fast":[90],"U-Net-processed":[94],"image,":[95],"further":[96],"improving":[97,203],"global":[99],"clarity":[100],"image.":[103],"By":[104],"leveraging":[105],"strengths":[107],"both":[109],"networks":[110],"through":[111],"structure,":[114],"is":[122,142],"significantly":[123],"improved.":[124],"Finally,":[125],"based":[126],"on":[127,158],"importance":[129],"region":[133],"level":[136],"weight":[141],"dynamically":[143],"adjusted,":[144],"establishing":[145],"an":[146],"that":[151,167],"allows":[152],"model":[154],"focus":[156],"more":[157],"restoration":[160],"key":[162],"regions.":[163],"Experimental":[164],"results":[165],"show":[166],"improved":[169],"exhibits":[172],"excellent":[173],"performance":[175],"under":[176],"various":[177],"haze":[178],"conditions.":[179],"Notably,":[180],"complex":[182],"images,":[184],"it":[185],"effectively":[186],"enhances":[187],"recognition":[191],"accuracy,":[192],"peak":[195],"signal-to-noise":[196],"ratio":[197],"(PSNR)":[198],"dehazed":[201],"24.61":[205],"dB":[206],"structural":[209],"similarity":[210],"index":[211],"(SSIM)":[212],"increasing":[213],"0.95.":[215]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}
