{"id":"https://openalex.org/W4408909005","doi":"https://doi.org/10.1007/s40747-025-01832-w","title":"A study of enhanced visual perception of marine biology images based on diffusion-GAN","display_name":"A study of enhanced visual perception of marine biology images based on diffusion-GAN","publication_year":2025,"publication_date":"2025-03-25","ids":{"openalex":"https://openalex.org/W4408909005","doi":"https://doi.org/10.1007/s40747-025-01832-w"},"language":"en","primary_location":{"id":"doi:10.1007/s40747-025-01832-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-025-01832-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-025-01832-w.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex &amp; Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s40747-025-01832-w.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048537356","display_name":"Feifan Yao","orcid":"https://orcid.org/0000-0002-1765-7223"},"institutions":[{"id":"https://openalex.org/I4210125838","display_name":"Jilin University of Chemical Technology","ror":"https://ror.org/03bvz5p76","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125838"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Feifan Yao","raw_affiliation_strings":["Jilin Institute of Chemical Technology, No. 45 Chengde Street, Tiedong Street, Longtan District, Jilin City, Jilin Province, China"],"affiliations":[{"raw_affiliation_string":"Jilin Institute of Chemical Technology, No. 45 Chengde Street, Tiedong Street, Longtan District, Jilin City, Jilin Province, China","institution_ids":["https://openalex.org/I4210125838"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027796966","display_name":"Huiying Zhang","orcid":"https://orcid.org/0000-0002-3902-3213"},"institutions":[{"id":"https://openalex.org/I4210125838","display_name":"Jilin University of Chemical Technology","ror":"https://ror.org/03bvz5p76","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125838"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huiying Zhang","raw_affiliation_strings":["Jilin Institute of Chemical Technology, No. 45 Chengde Street, Tiedong Street, Longtan District, Jilin City, Jilin Province, China"],"affiliations":[{"raw_affiliation_string":"Jilin Institute of Chemical Technology, No. 45 Chengde Street, Tiedong Street, Longtan District, Jilin City, Jilin Province, China","institution_ids":["https://openalex.org/I4210125838"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009521261","display_name":"Yifei Gong","orcid":null},"institutions":[{"id":"https://openalex.org/I4210125838","display_name":"Jilin University of Chemical Technology","ror":"https://ror.org/03bvz5p76","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125838"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifei Gong","raw_affiliation_strings":["Jilin Institute of Chemical Technology, No. 45 Chengde Street, Tiedong Street, Longtan District, Jilin City, Jilin Province, China"],"affiliations":[{"raw_affiliation_string":"Jilin Institute of Chemical Technology, No. 45 Chengde Street, Tiedong Street, Longtan District, Jilin City, Jilin Province, China","institution_ids":["https://openalex.org/I4210125838"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102803021","display_name":"Qinghua Zhang","orcid":"https://orcid.org/0009-0000-1301-6798"},"institutions":[{"id":"https://openalex.org/I4210125838","display_name":"Jilin University of Chemical Technology","ror":"https://ror.org/03bvz5p76","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125838"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qinghua Zhang","raw_affiliation_strings":["Jilin Institute of Chemical Technology, No. 45 Chengde Street, Tiedong Street, Longtan District, Jilin City, Jilin Province, China"],"affiliations":[{"raw_affiliation_string":"Jilin Institute of Chemical Technology, No. 45 Chengde Street, Tiedong Street, Longtan District, Jilin City, Jilin Province, China","institution_ids":["https://openalex.org/I4210125838"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013919453","display_name":"Xiao Pan","orcid":"https://orcid.org/0000-0001-9873-5520"},"institutions":[{"id":"https://openalex.org/I4210125838","display_name":"Jilin University of Chemical Technology","ror":"https://ror.org/03bvz5p76","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125838"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pan Xiao","raw_affiliation_strings":["Jilin Institute of Chemical Technology, No. 45 Chengde Street, Tiedong Street, Longtan District, Jilin City, Jilin Province, China"],"affiliations":[{"raw_affiliation_string":"Jilin Institute of Chemical Technology, No. 45 Chengde Street, Tiedong Street, Longtan District, Jilin City, Jilin Province, China","institution_ids":["https://openalex.org/I4210125838"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5048537356"],"corresponding_institution_ids":["https://openalex.org/I4210125838"],"apc_list":{"value":1320,"currency":"GBP","value_usd":1619},"apc_paid":{"value":1320,"currency":"GBP","value_usd":1619},"fwci":31.4999,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.99715382,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"11","issue":"5","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9930999875068665,"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"}},"topics":[{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9930999875068665,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9840999841690063,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9821000099182129,"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/computational-intelligence","display_name":"Computational intelligence","score":0.7003782987594604},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.6328932642936707},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.6264817118644714},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.40951433777809143},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.4088097810745239},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3788760006427765},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3563167452812195},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3400747776031494},{"id":"https://openalex.org/keywords/biological-system","display_name":"Biological system","score":0.3393252491950989},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.20095092058181763},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.14320173859596252}],"concepts":[{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.7003782987594604},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.6328932642936707},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.6264817118644714},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.40951433777809143},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.4088097810745239},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3788760006427765},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3563167452812195},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3400747776031494},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.3393252491950989},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.20095092058181763},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.14320173859596252},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s40747-025-01832-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-025-01832-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-025-01832-w.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex &amp; Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d879761f78224eb8b33f8a909964c8f3","is_oa":true,"landing_page_url":"https://doaj.org/article/d879761f78224eb8b33f8a909964c8f3","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Complex & Intelligent Systems, Vol 11, Iss 5, Pp 1-20 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s40747-025-01832-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-025-01832-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-025-01832-w.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex &amp; Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4408909005.pdf"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W1885185971","https://openalex.org/W1901129140","https://openalex.org/W1995341919","https://openalex.org/W2331128040","https://openalex.org/W2603777577","https://openalex.org/W2604721644","https://openalex.org/W2783898814","https://openalex.org/W2891158090","https://openalex.org/W2962770929","https://openalex.org/W2962793481","https://openalex.org/W2962903125","https://openalex.org/W2963312584","https://openalex.org/W2963470893","https://openalex.org/W3001208314","https://openalex.org/W3006777311","https://openalex.org/W3108027628","https://openalex.org/W3138516171","https://openalex.org/W4210433094","https://openalex.org/W4213019189","https://openalex.org/W4213438811","https://openalex.org/W4285981784","https://openalex.org/W4312933868","https://openalex.org/W4385801014","https://openalex.org/W4389890947","https://openalex.org/W4390871729","https://openalex.org/W4390872297","https://openalex.org/W4390873429","https://openalex.org/W4390874265","https://openalex.org/W4392123818","https://openalex.org/W4394625839","https://openalex.org/W4402754248","https://openalex.org/W4402774699","https://openalex.org/W6600553734"],"related_works":["https://openalex.org/W2628861693","https://openalex.org/W2736674626","https://openalex.org/W2973875853","https://openalex.org/W3203087560","https://openalex.org/W4361279463","https://openalex.org/W4232814730","https://openalex.org/W2975814312","https://openalex.org/W4387697615","https://openalex.org/W2568121504","https://openalex.org/W2483836897"],"abstract_inverted_index":{"Abstract":[0],"Aiming":[1],"at":[2,235],"the":[3,9,17,26,31,39,47,58,71,78,82,85,90,93,105,109,113,128,162,166,193,207],"influence":[4,91],"of":[5,13,20,35,49,73,84,92,112,139,165,173,195,222],"factors":[6],"such":[7],"as":[8,100,214],"special":[10,32],"optical":[11,33],"characteristics":[12,34],"water":[14,36,94],"bodies":[15,37],"on":[16,70],"perceptual":[18,44,102,163],"quality":[19,164],"generated":[21],"images,":[22],"this":[23,55,149],"paper":[24,56],"proposes":[25],"DifSG2-CCL":[27,66,156,174],"model":[28,41,67],"for":[29,42],"reducing":[30],"and":[38,52,121,157,181,198,209],"DPL-SG2":[40,106,158,188],"introducing":[43],"loss.":[45],"Combining":[46],"ideas":[48],"cyclic":[50],"consistency":[51],"style":[53,83],"migration,":[54],"builds":[57],"Underwater":[59],"Cycle":[60],"Consistency":[61],"Loss":[62],"(U-CCL)":[63],"module.":[64],"The":[65,151,168,225],"is":[68,98,146,189,202],"based":[69],"method":[72],"image":[74,80,87,114,171],"reconstruction,":[75],"which":[76],"converts":[77],"underwater":[79,170,223],"into":[81,104],"land":[86],"to":[88,107,127,186,204,218],"reduce":[89],"body":[95],"factors.":[96],"VGG16":[97,210],"introduced":[99],"a":[101,133,137],"loss":[103],"enhance":[108,161,219],"visual":[110,220],"perception":[111,221],"by":[115],"feature":[116],"extraction":[117],"with":[118,136,228],"different":[119],"layers":[120],"tonal":[122],"weighting.":[123],"Furthermore,":[124],"in":[125,143,148,178,192],"addition":[126],"already":[129],"disclosed":[130],"SA":[131],"dataset,":[132,197],"T":[134,196],"dataset":[135],"resolution":[138],"256":[140,142],"\u00d7":[141],"9.366k":[144],"sheets":[145],"provided":[147],"paper.":[150],"experimental":[152,226],"results":[153,177],"show":[154],"that":[155],"can":[159,211],"effectively":[160],"images.":[167,224],"unique":[169],"generation":[172],"produces":[175],"excellent":[176],"qualitative":[179],"analysis":[180],"reduces":[182],"its":[183,199],"FID":[184,200],"value":[185,201],"8.97.":[187],"more":[190],"outstanding":[191],"training":[194],"reduced":[203],"5.39.":[205],"Therefore,":[206],"U-CCL":[208],"be":[212,232],"applied":[213],"an":[215],"innovative":[216],"approach":[217],"code":[227],"pre-trained":[229],"models":[230],"will":[231],"published":[233],"shortly":[234],"https://github.com/yff0428/DPL-SG2/tree/main":[236],".":[237]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":24}],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-10-10T00:00:00"}
