{"id":"https://openalex.org/W4391020711","doi":"https://doi.org/10.1109/tgrs.2024.3355972","title":"Efficient Seismic Data Denoising via Deep Learning With Improved MCA-SCUNet","display_name":"Efficient Seismic Data Denoising via Deep Learning With Improved MCA-SCUNet","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4391020711","doi":"https://doi.org/10.1109/tgrs.2024.3355972"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2024.3355972","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3355972","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Geoscience and Remote Sensing","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/A5016898619","display_name":"Jinxin Chen","orcid":"https://orcid.org/0009-0008-8311-288X"},"institutions":[{"id":"https://openalex.org/I31847773","display_name":"Zhejiang Ocean University","ror":"https://ror.org/03mys6533","country_code":"CN","type":"education","lineage":["https://openalex.org/I31847773"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinxin Chen","raw_affiliation_strings":["Institute of Marine Geology and Resources, Ocean College, Zhejiang University, Zhoushan, China","Ocean College, Institute of Marine Geology and Resources, Zhejiang University, Zhoushan, China"],"raw_orcid":"https://orcid.org/0009-0008-8311-288X","affiliations":[{"raw_affiliation_string":"Institute of Marine Geology and Resources, Ocean College, Zhejiang University, Zhoushan, China","institution_ids":["https://openalex.org/I31847773","https://openalex.org/I76130692"]},{"raw_affiliation_string":"Ocean College, Institute of Marine Geology and Resources, Zhejiang University, Zhoushan, China","institution_ids":["https://openalex.org/I31847773","https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089226992","display_name":"Guoxin Chen","orcid":"https://orcid.org/0000-0001-8020-4780"},"institutions":[{"id":"https://openalex.org/I31847773","display_name":"Zhejiang Ocean University","ror":"https://ror.org/03mys6533","country_code":"CN","type":"education","lineage":["https://openalex.org/I31847773"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoxin Chen","raw_affiliation_strings":["Institute of Marine Geology and Resources, Ocean College, Zhejiang University, Zhoushan, China","Ocean College, Institute of Marine Geology and Resources, Zhejiang University, Zhoushan, China"],"raw_orcid":"https://orcid.org/0000-0001-8020-4780","affiliations":[{"raw_affiliation_string":"Institute of Marine Geology and Resources, Ocean College, Zhejiang University, Zhoushan, China","institution_ids":["https://openalex.org/I31847773","https://openalex.org/I76130692"]},{"raw_affiliation_string":"Ocean College, Institute of Marine Geology and Resources, Zhejiang University, Zhoushan, China","institution_ids":["https://openalex.org/I31847773","https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100691319","display_name":"Jun Li","orcid":"https://orcid.org/0000-0002-6239-2922"},"institutions":[{"id":"https://openalex.org/I31847773","display_name":"Zhejiang Ocean University","ror":"https://ror.org/03mys6533","country_code":"CN","type":"education","lineage":["https://openalex.org/I31847773"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Li","raw_affiliation_strings":["Institute of Marine Geology and Resources, Ocean College, Zhejiang University, Zhoushan, China","Ocean College, Institute of Marine Geology and Resources, Zhejiang University, Zhoushan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Marine Geology and Resources, Ocean College, Zhejiang University, Zhoushan, China","institution_ids":["https://openalex.org/I31847773","https://openalex.org/I76130692"]},{"raw_affiliation_string":"Ocean College, Institute of Marine Geology and Resources, Zhejiang University, Zhoushan, China","institution_ids":["https://openalex.org/I31847773","https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050274881","display_name":"R. Du","orcid":"https://orcid.org/0009-0001-7739-0073"},"institutions":[{"id":"https://openalex.org/I31847773","display_name":"Zhejiang Ocean University","ror":"https://ror.org/03mys6533","country_code":"CN","type":"education","lineage":["https://openalex.org/I31847773"]},{"id":"https://openalex.org/I4210149102","display_name":"Sanya University","ror":"https://ror.org/04fa2qd52","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149102"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rongsen Du","raw_affiliation_strings":["Institute of Marine Geology and Resources, Ocean College, Zhejiang University, Zhoushan, China","Hainan Institute, Zhejiang University, Sanya, China","Ocean College, Institute of Marine Geology and Resources, Zhejiang University, Zhoushan, China"],"raw_orcid":"https://orcid.org/0009-0001-7739-0073","affiliations":[{"raw_affiliation_string":"Institute of Marine Geology and Resources, Ocean College, Zhejiang University, Zhoushan, China","institution_ids":["https://openalex.org/I31847773","https://openalex.org/I76130692"]},{"raw_affiliation_string":"Hainan Institute, Zhejiang University, Sanya, China","institution_ids":["https://openalex.org/I4210149102","https://openalex.org/I76130692"]},{"raw_affiliation_string":"Ocean College, Institute of Marine Geology and Resources, Zhejiang University, Zhoushan, China","institution_ids":["https://openalex.org/I31847773","https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006662991","display_name":"Yuli Qi","orcid":"https://orcid.org/0009-0003-9103-9225"},"institutions":[{"id":"https://openalex.org/I31847773","display_name":"Zhejiang Ocean University","ror":"https://ror.org/03mys6533","country_code":"CN","type":"education","lineage":["https://openalex.org/I31847773"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuli Qi","raw_affiliation_strings":["Institute of Marine Geology and Resources, Ocean College, Zhejiang University, Zhoushan, China","Ocean College, Institute of Marine Geology and Resources, Zhejiang University, Zhoushan, China"],"raw_orcid":"https://orcid.org/0009-0003-9103-9225","affiliations":[{"raw_affiliation_string":"Institute of Marine Geology and Resources, Ocean College, Zhejiang University, Zhoushan, China","institution_ids":["https://openalex.org/I31847773","https://openalex.org/I76130692"]},{"raw_affiliation_string":"Ocean College, Institute of Marine Geology and Resources, Zhejiang University, Zhoushan, China","institution_ids":["https://openalex.org/I31847773","https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091191176","display_name":"Chun\u2010Feng Li","orcid":"https://orcid.org/0000-0001-6683-0427"},"institutions":[{"id":"https://openalex.org/I31847773","display_name":"Zhejiang Ocean University","ror":"https://ror.org/03mys6533","country_code":"CN","type":"education","lineage":["https://openalex.org/I31847773"]},{"id":"https://openalex.org/I4210113896","display_name":"Qingdao National Laboratory for Marine Science and Technology","ror":"https://ror.org/026sv7t11","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210113896"]},{"id":"https://openalex.org/I4210149102","display_name":"Sanya University","ror":"https://ror.org/04fa2qd52","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149102"]},{"id":"https://openalex.org/I4401200309","display_name":"Laoshan Laboratory","ror":"https://ror.org/041w4c980","country_code":null,"type":"facility","lineage":["https://openalex.org/I4401200309"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"ChunFeng Li","raw_affiliation_strings":["Institute of Marine Geology and Resources, Ocean College, Zhejiang University, Zhoushan, China","Hainan Institute, Zhejiang University, Sanya, China","Ocean College, Institute of Marine Geology and Resources, Zhejiang University, Zhoushan, China","Laboratory for Marine Mineral Resources, Laoshan Laboratory, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Marine Geology and Resources, Ocean College, Zhejiang University, Zhoushan, China","institution_ids":["https://openalex.org/I31847773","https://openalex.org/I76130692"]},{"raw_affiliation_string":"Hainan Institute, Zhejiang University, Sanya, China","institution_ids":["https://openalex.org/I4210149102","https://openalex.org/I76130692"]},{"raw_affiliation_string":"Ocean College, Institute of Marine Geology and Resources, Zhejiang University, Zhoushan, China","institution_ids":["https://openalex.org/I31847773","https://openalex.org/I76130692"]},{"raw_affiliation_string":"Laboratory for Marine Mineral Resources, Laoshan Laboratory, Qingdao, China","institution_ids":["https://openalex.org/I4210113896","https://openalex.org/I4401200309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031329456","display_name":"Naijian Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I98227222","display_name":"China National Petroleum Corporation (China)","ror":"https://ror.org/05269d038","country_code":"CN","type":"company","lineage":["https://openalex.org/I98227222"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Naijian Wang","raw_affiliation_strings":["China National Petroleum Corporation, Zhuozhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China National Petroleum Corporation, Zhuozhou, China","institution_ids":["https://openalex.org/I98227222"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":15.9935,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.99679803,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"62","issue":null,"first_page":"1","last_page":"14"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10892","display_name":"Drilling and Well Engineering","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T10635","display_name":"Hydraulic Fracturing and Reservoir Analysis","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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":0.7489728331565857},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.6558366417884827},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5586686730384827},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49997973442077637},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.491210401058197},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.46152037382125854},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4255700409412384},{"id":"https://openalex.org/keywords/gaussian-noise","display_name":"Gaussian noise","score":0.4128648638725281},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.40715155005455017}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7489728331565857},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.6558366417884827},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5586686730384827},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49997973442077637},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.491210401058197},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.46152037382125854},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4255700409412384},{"id":"https://openalex.org/C4199805","wikidata":"https://www.wikidata.org/wiki/Q2725903","display_name":"Gaussian noise","level":2,"score":0.4128648638725281},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40715155005455017},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2024.3355972","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3355972","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Geoscience and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2642648486","display_name":null,"funder_award_id":"41904100","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5031772154","display_name":null,"funder_award_id":"CKWV20221011/KY","funder_id":"https://openalex.org/F4320326485","funder_display_name":"Changjiang River Scientific Research Institute"},{"id":"https://openalex.org/G6671777416","display_name":null,"funder_award_id":"LY23D040001","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320326485","display_name":"Changjiang River Scientific Research Institute","ror":null},{"id":"https://openalex.org/F4320338464","display_name":"Natural Science Foundation of Zhejiang Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":71,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1941471881","https://openalex.org/W1973978782","https://openalex.org/W2007938736","https://openalex.org/W2011510652","https://openalex.org/W2013211738","https://openalex.org/W2031940127","https://openalex.org/W2059230732","https://openalex.org/W2087995567","https://openalex.org/W2102605133","https://openalex.org/W2133665775","https://openalex.org/W2138950524","https://openalex.org/W2157556196","https://openalex.org/W2302255633","https://openalex.org/W2403664921","https://openalex.org/W2618530766","https://openalex.org/W2738501362","https://openalex.org/W2744992965","https://openalex.org/W2758816065","https://openalex.org/W2776585113","https://openalex.org/W2781854221","https://openalex.org/W2884585870","https://openalex.org/W2902519853","https://openalex.org/W2904005001","https://openalex.org/W2904107417","https://openalex.org/W2911424749","https://openalex.org/W2912052494","https://openalex.org/W2927490830","https://openalex.org/W2937694781","https://openalex.org/W2965060898","https://openalex.org/W2978298530","https://openalex.org/W2984915066","https://openalex.org/W2989851576","https://openalex.org/W3011245630","https://openalex.org/W3015773191","https://openalex.org/W3033247985","https://openalex.org/W3033557345","https://openalex.org/W3102348318","https://openalex.org/W3107905215","https://openalex.org/W3134394808","https://openalex.org/W3135474902","https://openalex.org/W3136716057","https://openalex.org/W3138516171","https://openalex.org/W3140330520","https://openalex.org/W3143265780","https://openalex.org/W3147262955","https://openalex.org/W3161175789","https://openalex.org/W3171822120","https://openalex.org/W3182012486","https://openalex.org/W3195411291","https://openalex.org/W3211220663","https://openalex.org/W3213444551","https://openalex.org/W4214511709","https://openalex.org/W4225658816","https://openalex.org/W4225747010","https://openalex.org/W4254920727","https://openalex.org/W4284969267","https://openalex.org/W4297183927","https://openalex.org/W4312193875","https://openalex.org/W4312937921","https://openalex.org/W4323644300","https://openalex.org/W4362558471","https://openalex.org/W4366148662","https://openalex.org/W4387435265","https://openalex.org/W6739901393","https://openalex.org/W6759398695","https://openalex.org/W6766029800","https://openalex.org/W6784333009","https://openalex.org/W6810706482","https://openalex.org/W7014673677"],"related_works":["https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3167935049","https://openalex.org/W3103566983","https://openalex.org/W3029198973","https://openalex.org/W3034789145","https://openalex.org/W4367628250"],"abstract_inverted_index":{"In":[0],"hydrocarbon":[1],"exploration,":[2],"seismic":[3,30,200,229],"data":[4,17],"collected":[5],"in":[6,29,44,176],"the":[7,16,35,53,56,60,117,120,123,132,139,147,172,177,192,204,214,236],"field":[8,92,199],"inevitably":[9],"encounters":[10],"noise":[11,46,64,79,99,216],"interference,":[12],"which":[13,130,166],"subsequently":[14],"affects":[15],"processing":[18],"and":[19,80,137,146,174,198,202,219,223,241],"interpretation.":[20],"Recently,":[21],"deep":[22],"learning":[23],"methods":[24,66,85],"have":[25],"gained":[26],"widespread":[27],"popularity":[28],"denoising.":[31],"Among":[32],"these":[33],"methods,":[34],"U-Net":[36,57,118,136,178],"has":[37],"shown":[38],"some":[39],"potential,":[40],"but":[41],"its":[42],"performance":[43],"complex":[45,186],"suppression":[47,65,100],"needs":[48],"further":[49],"improvement":[50],"due":[51],"to":[52,156,183],"limitations":[54,237],"of":[55,62,122,135,143,151,228,238],"structure.":[58],"Moreover,":[59],"majority":[61],"existing":[63],"primarily":[67],"focus":[68],"on":[69,103,195,235],"synthetic":[70,197],"noises":[71],"with":[72,179,206],"single":[73],"characteristics,":[74],"such":[75],"as":[76],"Gaussian":[77],"random":[78],"linear":[81],"interference.":[82],"To":[83],"devise":[84],"that":[86],"can":[87],"effectively":[88],"suppress":[89],"more":[90,185],"intricate":[91],"noise,":[93],"this":[94],"paper":[95,190],"proposes":[96],"a":[97,232],"novel":[98],"method":[101,240],"based":[102],"an":[104],"encoder-decoder":[105],"architecture":[106],"called":[107],"Multiscale":[108,162],"Channel":[109,163],"Attention":[110,164],"Swin":[111,144],"Conv":[112],"UNet.":[113],"Notably,":[114],"it":[115],"enhances":[116,213],"through":[119],"integration":[121],"following":[124],"two":[125],"modules:":[126],"(1)":[127],"Swin-Conv":[128],"Block,":[129,165],"replaces":[131,167],"convolution":[133,154],"operation":[134],"integrates":[138],"non-local":[140],"modeling":[141,149],"ability":[142,150],"Transformer":[145],"local":[148],"residual":[152],"connection":[153,169],"layers":[155],"achieve":[157],"multi-dimensional":[158],"feature":[159,181],"extraction;":[160],"(2)":[161],"skip":[168],"modules":[170],"between":[171],"encoder":[173],"decoder":[175],"multi-channel":[180],"fusion":[182],"capture":[184],"channel":[187],"dependencies.":[188],"This":[189],"evaluates":[191],"proposed":[193],"algorithm":[194,212],"both":[196],"data,":[201],"compares":[203],"results":[205],"several":[207],"established":[208],"denoising":[209],"methods.":[210],"Our":[211],"network\u2019s":[215],"perception":[217],"capabilities":[218],"improves":[220],"signal-to-noise":[221],"ratio":[222],"structural":[224],"similarity":[225],"index":[226],"measure":[227],"data.":[230],"Finally,":[231],"concise":[233],"discussion":[234],"our":[239],"potential":[242],"avenues":[243],"for":[244],"enhancement":[245],"is":[246],"provided.":[247]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":20},{"year":2024,"cited_by_count":11}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}