{"id":"https://openalex.org/W3084926680","doi":"https://doi.org/10.1109/access.2020.3023906","title":"Iterative Residual Network for Image Dehazing","display_name":"Iterative Residual Network for Image Dehazing","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3084926680","doi":"https://doi.org/10.1109/access.2020.3023906","mag":"3084926680"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3023906","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3023906","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"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 Access","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/access.2020.3023906","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078116487","display_name":"Zhen Hua","orcid":"https://orcid.org/0000-0003-1638-2974"},"institutions":[{"id":"https://openalex.org/I83776822","display_name":"Shandong Institute of Business and Technology","ror":"https://ror.org/03rrkrc24","country_code":"CN","type":"education","lineage":["https://openalex.org/I83776822"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhen Hua","raw_affiliation_strings":["Co-innovation Center of Shandong Colleges and Universities: Future Intelligent Computing, Yantai, China","School of Computer Science and Technology, Shandong Technology and Business University, Yantai, China"],"affiliations":[{"raw_affiliation_string":"Co-innovation Center of Shandong Colleges and Universities: Future Intelligent Computing, Yantai, China","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science and Technology, Shandong Technology and Business University, Yantai, China","institution_ids":["https://openalex.org/I83776822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012984188","display_name":"Guodong Fan","orcid":"https://orcid.org/0000-0003-0382-6142"},"institutions":[{"id":"https://openalex.org/I83776822","display_name":"Shandong Institute of Business and Technology","ror":"https://ror.org/03rrkrc24","country_code":"CN","type":"education","lineage":["https://openalex.org/I83776822"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guodong Fan","raw_affiliation_strings":["Co-innovation Center of Shandong Colleges and Universities: Future Intelligent Computing, Yantai, China","School of Computer Science and Technology, Shandong Technology and Business University, Yantai, China"],"affiliations":[{"raw_affiliation_string":"Co-innovation Center of Shandong Colleges and Universities: Future Intelligent Computing, Yantai, China","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science and Technology, Shandong Technology and Business University, Yantai, China","institution_ids":["https://openalex.org/I83776822"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028836596","display_name":"Jinjiang Li","orcid":"https://orcid.org/0000-0002-2080-8678"},"institutions":[{"id":"https://openalex.org/I83776822","display_name":"Shandong Institute of Business and Technology","ror":"https://ror.org/03rrkrc24","country_code":"CN","type":"education","lineage":["https://openalex.org/I83776822"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinjiang Li","raw_affiliation_strings":["Co-innovation Center of Shandong Colleges and Universities: Future Intelligent Computing, Yantai, China","School of Computer Science and Technology, Shandong Technology and Business University, Yantai, China"],"affiliations":[{"raw_affiliation_string":"Co-innovation Center of Shandong Colleges and Universities: Future Intelligent Computing, Yantai, China","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science and Technology, Shandong Technology and Business University, Yantai, China","institution_ids":["https://openalex.org/I83776822"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5078116487"],"corresponding_institution_ids":["https://openalex.org/I83776822"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.5862,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.69217584,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"8","issue":null,"first_page":"167693","last_page":"167710"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":1.0,"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":1.0,"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":0.9991999864578247,"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"}},{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.996999979019165,"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/residual","display_name":"Residual","score":0.8875673413276672},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7945361733436584},{"id":"https://openalex.org/keywords/overfitting","display_name":"Overfitting","score":0.6736811399459839},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.6638479232788086},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5041834115982056},{"id":"https://openalex.org/keywords/iterative-method","display_name":"Iterative method","score":0.49902844429016113},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4726150333881378},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4177587628364563},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.34213781356811523},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.24958139657974243},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10728815197944641}],"concepts":[{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.8875673413276672},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7945361733436584},{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.6736811399459839},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.6638479232788086},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5041834115982056},{"id":"https://openalex.org/C159694833","wikidata":"https://www.wikidata.org/wiki/Q2321565","display_name":"Iterative method","level":2,"score":0.49902844429016113},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4726150333881378},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4177587628364563},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.34213781356811523},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.24958139657974243},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10728815197944641},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3023906","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3023906","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:bd2c81cae965497f99ff7b660387a064","is_oa":true,"landing_page_url":"https://doaj.org/article/bd2c81cae965497f99ff7b660387a064","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 167693-167710 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3023906","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3023906","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5299999713897705}],"awards":[{"id":"https://openalex.org/G2340832059","display_name":null,"funder_award_id":"61976125","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2413487142","display_name":null,"funder_award_id":"ZR2017MF049","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G3590684008","display_name":null,"funder_award_id":"61976124","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3827784445","display_name":null,"funder_award_id":"61773244","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4878265459","display_name":null,"funder_award_id":"61772319","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W1552073401","https://openalex.org/W1901129140","https://openalex.org/W1998363013","https://openalex.org/W2028990532","https://openalex.org/W2034787273","https://openalex.org/W2064675550","https://openalex.org/W2097900287","https://openalex.org/W2102551933","https://openalex.org/W2109616376","https://openalex.org/W2112796928","https://openalex.org/W2114867966","https://openalex.org/W2121880036","https://openalex.org/W2123996346","https://openalex.org/W2128254161","https://openalex.org/W2133665775","https://openalex.org/W2138790992","https://openalex.org/W2163605009","https://openalex.org/W2194775991","https://openalex.org/W2214802144","https://openalex.org/W2256362396","https://openalex.org/W2331128040","https://openalex.org/W2467473805","https://openalex.org/W2519481857","https://openalex.org/W2557406251","https://openalex.org/W2563100679","https://openalex.org/W2740685955","https://openalex.org/W2779176852","https://openalex.org/W2798617638","https://openalex.org/W2802983979","https://openalex.org/W2892730469","https://openalex.org/W2896745450","https://openalex.org/W2904488225","https://openalex.org/W2912435603","https://openalex.org/W2948606054","https://openalex.org/W2962754725","https://openalex.org/W2962793481","https://openalex.org/W2963074253","https://openalex.org/W2963152299","https://openalex.org/W2963306157","https://openalex.org/W2963373786","https://openalex.org/W2963928582","https://openalex.org/W2964092275","https://openalex.org/W2966552252","https://openalex.org/W2990007814","https://openalex.org/W2998249728","https://openalex.org/W3034242291","https://openalex.org/W3034278302","https://openalex.org/W3035484352","https://openalex.org/W6639824700","https://openalex.org/W6684191040","https://openalex.org/W6718379498","https://openalex.org/W6750282819","https://openalex.org/W6750330310","https://openalex.org/W6755366742"],"related_works":["https://openalex.org/W4362597605","https://openalex.org/W1574414179","https://openalex.org/W4297676672","https://openalex.org/W3009056573","https://openalex.org/W2922073769","https://openalex.org/W4281702477","https://openalex.org/W2490526372","https://openalex.org/W4376166922","https://openalex.org/W4378510483","https://openalex.org/W4221142204"],"abstract_inverted_index":{"In":[0,158],"this":[1],"paper,":[2],"we":[3,14],"propose":[4],"an":[5,25,127],"Iterative":[6,147,169],"Residual":[7,62,148,170],"Network.":[8],"By":[9],"designing":[10],"the":[11,16,20,31,37,44,65,69,75,99,103,108,112,116,135,138,153,156,159,162,166,175],"calculation":[12,21],"unit,":[13],"put":[15],"hazy":[17,32],"image":[18,33,51,113],"into":[19,43],"unit":[22,38,71,105],"to":[23,72,85,174],"perform":[24],"iterative":[26],"operation":[27],"that":[28,146],"can":[29,52,82,106,150],"stitch":[30],"in":[34,64,98,126,155,178],"stages":[35],"with":[36],"output":[39],"and":[40,61,114,130,141,165,184],"substitute":[41],"it":[42],"calculation.":[45],"After":[46],"multiple":[47],"iterations,":[48],"a":[49],"clean":[50],"be":[53,83],"generated.":[54],"We":[55],"introduce":[56],"Long":[57,78],"Short-Term":[58,79],"Memory":[59,80],"network":[60,81],"ideas":[63],"design":[66],"process":[67],"of":[68,94,102,111,137,161,180],"computing":[70,87,104],"further":[73],"optimize":[74],"model.":[76],"The":[77,92],"used":[84],"connect":[86],"units":[88],"at":[89],"different":[90],"stages.":[91],"use":[93],"residual":[95],"block":[96],"connection":[97],"deep":[100],"processing":[101],"preserve":[107],"original":[109],"features":[110],"prevent":[115],"model":[117,121],"from":[118],"overfitting.":[119],"This":[120],"directly":[122],"generates":[123],"hazy-free":[124],"images":[125],"end-to-end":[128],"manner":[129],"does":[131],"not":[132],"rely":[133],"on":[134],"estimations":[136],"transmission":[139],"map":[140],"atmospheric":[142],"light.":[143],"Experiments":[144],"show":[145],"Network":[149,171],"effectively":[151],"remove":[152],"haze":[154],"image.":[157],"test":[160],"synthetic":[163],"dataset":[164],"real":[167],"dataset,":[168],"is":[172],"superior":[173],"existing":[176],"methods":[177],"terms":[179],"PSNR,":[181],"SSIM,":[182],"FADE":[183],"subjective":[185],"visual":[186],"effects.":[187]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}