{"id":"https://openalex.org/W4400042811","doi":"https://doi.org/10.1109/tim.2024.3417543","title":"Image Enhancement Under Transformer Oil Based on Multichannel Feature Fusion","display_name":"Image Enhancement Under Transformer Oil Based on Multichannel Feature Fusion","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4400042811","doi":"https://doi.org/10.1109/tim.2024.3417543"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2024.3417543","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2024.3417543","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","raw_type":"journal-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/A5061740543","display_name":"Hu Qiang","orcid":"https://orcid.org/0000-0003-3837-3542"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hu Qiang","raw_affiliation_strings":["College of Electrical Engineering, Sichuan University, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0003-3837-3542","affiliations":[{"raw_affiliation_string":"College of Electrical Engineering, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035611029","display_name":"Yuzhong Zhong","orcid":"https://orcid.org/0000-0001-8046-1904"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuzhong Zhong","raw_affiliation_strings":["College of Electrical Engineering, Sichuan University, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0001-8046-1904","affiliations":[{"raw_affiliation_string":"College of Electrical Engineering, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088531122","display_name":"Yuhui Feng","orcid":"https://orcid.org/0009-0003-8372-8346"},"institutions":[{"id":"https://openalex.org/I4210097777","display_name":"China General Nuclear Power Corporation (China)","ror":"https://ror.org/00fpj7t66","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210097777"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuhui Feng","raw_affiliation_strings":["Major Equipment Management Office, China Nuclear Power Operations Company, Ltd., Shenzhen, China"],"raw_orcid":"https://orcid.org/0009-0003-8372-8346","affiliations":[{"raw_affiliation_string":"Major Equipment Management Office, China Nuclear Power Operations Company, Ltd., Shenzhen, China","institution_ids":["https://openalex.org/I4210097777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108947752","display_name":"Shuai Si","orcid":"https://orcid.org/0009-0002-8292-417X"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuai Si","raw_affiliation_strings":["College of Electrical Engineering, Sichuan University, Chengdu, China"],"raw_orcid":"https://orcid.org/0009-0002-8292-417X","affiliations":[{"raw_affiliation_string":"College of Electrical Engineering, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028285183","display_name":"Songyi Dian","orcid":"https://orcid.org/0000-0002-4093-3839"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Songyi Dian","raw_affiliation_strings":["College of Electrical Engineering, Sichuan University, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-4093-3839","affiliations":[{"raw_affiliation_string":"College of Electrical Engineering, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.7218,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.86009944,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"73","issue":null,"first_page":"1","last_page":"17"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9581999778747559,"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":0.9581999778747559,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9186999797821045,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9156000018119812,"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/transformer-oil","display_name":"Transformer oil","score":0.5242345929145813},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5004394054412842},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.4971514046192169},{"id":"https://openalex.org/keywords/image-fusion","display_name":"Image fusion","score":0.48616597056388855},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4822729229927063},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.46679598093032837},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4412081241607666},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4404650330543518},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4369448721408844},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.38858675956726074},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3856125771999359},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.3482789993286133},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.28663647174835205},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.27485746145248413},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2704392075538635},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.26492831110954285}],"concepts":[{"id":"https://openalex.org/C181335627","wikidata":"https://www.wikidata.org/wiki/Q901418","display_name":"Transformer oil","level":4,"score":0.5242345929145813},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5004394054412842},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.4971514046192169},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.48616597056388855},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4822729229927063},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.46679598093032837},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4412081241607666},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4404650330543518},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4369448721408844},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.38858675956726074},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3856125771999359},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.3482789993286133},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.28663647174835205},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.27485746145248413},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2704392075538635},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.26492831110954285},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2024.3417543","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2024.3417543","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1162432845","display_name":null,"funder_award_id":"62203314","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W1986431218","https://openalex.org/W2009071067","https://openalex.org/W2017425601","https://openalex.org/W2072029198","https://openalex.org/W2089621500","https://openalex.org/W2100001370","https://openalex.org/W2102166818","https://openalex.org/W2116128035","https://openalex.org/W2117228865","https://openalex.org/W2121900453","https://openalex.org/W2128254161","https://openalex.org/W2147421915","https://openalex.org/W2181646778","https://openalex.org/W2402985658","https://openalex.org/W2587107113","https://openalex.org/W2593797484","https://openalex.org/W2763503841","https://openalex.org/W2792328492","https://openalex.org/W2891230440","https://openalex.org/W2892449464","https://openalex.org/W2892845027","https://openalex.org/W2918816987","https://openalex.org/W2949068405","https://openalex.org/W2949187370","https://openalex.org/W2971483169","https://openalex.org/W2987190912","https://openalex.org/W2990176100","https://openalex.org/W3006777311","https://openalex.org/W3019607894","https://openalex.org/W3099025816","https://openalex.org/W3100034292","https://openalex.org/W3119768399","https://openalex.org/W3124727226","https://openalex.org/W3132482843","https://openalex.org/W3133138473","https://openalex.org/W3137735763","https://openalex.org/W3160292690","https://openalex.org/W3175634636","https://openalex.org/W3180134609","https://openalex.org/W3190956449","https://openalex.org/W3200047621","https://openalex.org/W3200421338","https://openalex.org/W4232694754","https://openalex.org/W4251005447","https://openalex.org/W4281779357","https://openalex.org/W4286560138","https://openalex.org/W4376654507","https://openalex.org/W4382993970","https://openalex.org/W6674670496","https://openalex.org/W6754146604","https://openalex.org/W6847181633","https://openalex.org/W6852784307"],"related_works":["https://openalex.org/W2788731446","https://openalex.org/W2204403038","https://openalex.org/W3152170969","https://openalex.org/W2379054866","https://openalex.org/W2549658594","https://openalex.org/W2095903272","https://openalex.org/W2370195708","https://openalex.org/W1490651872","https://openalex.org/W2139242969","https://openalex.org/W2284201331"],"abstract_inverted_index":{"Clear":[0],"images":[1,18,124,136,197,230],"captured":[2,19],"under":[3,20,155,180],"transformer":[4,21,157,181],"oil":[5,22,182],"are":[6,125,131,141],"crucial":[7],"data":[8],"sources":[9],"for":[10],"internal":[11],"fault":[12],"diagnosis":[13],"of":[14,121,172,194,227],"oil-immersed":[15],"transformers.":[16],"However,":[17],"suffer":[23],"from":[24,56,83,104],"color":[25,69,91,173,207],"distortion,":[26,174,176],"low":[27,178],"brightness,":[28],"and":[29,65,118,128,137,177],"detail":[30,175],"distortion.":[31],"In":[32],"order":[33],"to":[34,150],"solve":[35,169],"the":[36,57,66,84,105,110,115,122,129,134,138,144,156,164,170,184,195,202,205,217,220,228,235],"above":[37],"problems,":[38],"a":[39,152],"novel":[40],"multichannel":[41],"feature":[42],"fusion":[43,146],"algorithm":[44,64,72,166],"is":[45,54,81,102,198,213,231],"proposed":[46,73,94,165],"in":[47,74,95],"this":[48,75,96],"article.":[49,76,97],"The":[50,77,98,159,187],"first":[51],"channel":[52,70,79,100,112],"image":[53,80,101,154,189,208,222],"derived":[55,82,103],"gridded":[58],"gray":[59],"world":[60],"(GGW)":[61],"white":[62],"balance":[63],"adaptive":[67],"dynamic":[68],"compensation":[71],"second":[78,111],"standard":[85],"deviation":[86],"weighted":[87],"multiscale":[88,145],"retinex":[89],"with":[90],"restoration":[92],"(SDMSRCR)":[93],"third":[99],"Laplace":[106],"sharpening":[107],"based":[108],"on":[109],"image.":[113],"Then,":[114],"saliency":[116],"weight":[117,120],"brightness":[119,179],"three-channel":[123,135],"calculated,":[126],"respectively,":[127],"weights":[130,140],"normalized.":[132],"Finally,":[133],"corresponding":[139],"fused":[142],"using":[143],"Gaussian":[147],"pyramid":[148],"principle":[149],"obtain":[151],"clear":[153],"oil.":[158],"experimental":[160],"results":[161],"show":[162],"that":[163],"can":[167],"better":[168],"problems":[171],"than":[183,201,216,234],"comparison":[185],"methods.":[186],"underwater":[188,206],"quality":[190,209,223],"measure":[191],"(UIQM)":[192],"value":[193,212,226],"enhanced":[196,229],"115.483%":[199],"higher":[200,215],"original":[203,218,236],"images,":[204,219],"evaluation":[210],"(UCIQE)":[211],"33.517%":[214],"naturalness":[221],"evaluator":[224],"(NIQE)":[225],"16.420%":[232],"lower":[233],"images.":[237]},"counts_by_year":[{"year":2025,"cited_by_count":6}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
