{"id":"https://openalex.org/W4293661419","doi":"https://doi.org/10.3390/rs14174250","title":"Deep Pansharpening via 3D Spectral Super-Resolution Network and Discrepancy-Based Gradient Transfer","display_name":"Deep Pansharpening via 3D Spectral Super-Resolution Network and Discrepancy-Based Gradient Transfer","publication_year":2022,"publication_date":"2022-08-29","ids":{"openalex":"https://openalex.org/W4293661419","doi":"https://doi.org/10.3390/rs14174250"},"language":"en","primary_location":{"id":"doi:10.3390/rs14174250","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14174250","pdf_url":"https://www.mdpi.com/2072-4292/14/17/4250/pdf?version=1661765291","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/14/17/4250/pdf?version=1661765291","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089049162","display_name":"Haonan Su","orcid":"https://orcid.org/0000-0002-5481-1082"},"institutions":[{"id":"https://openalex.org/I4210131919","display_name":"Xi'an University of Technology","ror":"https://ror.org/038avdt50","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131919"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Haonan Su","raw_affiliation_strings":["Shaanxi Key Laboratory for Network Computing and Security Technology, Department of Computer Science and Engineering, Xi\u2019an University of Technology, No. 5 South Jinhua Road, Xi\u2019an 710048, China","Shaanxi Key Laboratory for Network Computing and Security Technology, Department of Computer Science and Engineering, Xi'an University of Technology, No. 5 South Jinhua Road, Xi'an 710048, China"],"raw_orcid":"https://orcid.org/0000-0002-5481-1082","affiliations":[{"raw_affiliation_string":"Shaanxi Key Laboratory for Network Computing and Security Technology, Department of Computer Science and Engineering, Xi\u2019an University of Technology, No. 5 South Jinhua Road, Xi\u2019an 710048, China","institution_ids":["https://openalex.org/I4210131919"]},{"raw_affiliation_string":"Shaanxi Key Laboratory for Network Computing and Security Technology, Department of Computer Science and Engineering, Xi'an University of Technology, No. 5 South Jinhua Road, Xi'an 710048, China","institution_ids":["https://openalex.org/I4210131919"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010131867","display_name":"Haiyan Jin","orcid":"https://orcid.org/0000-0003-3742-4029"},"institutions":[{"id":"https://openalex.org/I4210131919","display_name":"Xi'an University of Technology","ror":"https://ror.org/038avdt50","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131919"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiyan Jin","raw_affiliation_strings":["Shaanxi Key Laboratory for Network Computing and Security Technology, Department of Computer Science and Engineering, Xi\u2019an University of Technology, No. 5 South Jinhua Road, Xi\u2019an 710048, China","Shaanxi Key Laboratory for Network Computing and Security Technology, Department of Computer Science and Engineering, Xi'an University of Technology, No. 5 South Jinhua Road, Xi'an 710048, China"],"raw_orcid":"https://orcid.org/0000-0003-3742-4029","affiliations":[{"raw_affiliation_string":"Shaanxi Key Laboratory for Network Computing and Security Technology, Department of Computer Science and Engineering, Xi\u2019an University of Technology, No. 5 South Jinhua Road, Xi\u2019an 710048, China","institution_ids":["https://openalex.org/I4210131919"]},{"raw_affiliation_string":"Shaanxi Key Laboratory for Network Computing and Security Technology, Department of Computer Science and Engineering, Xi'an University of Technology, No. 5 South Jinhua Road, Xi'an 710048, China","institution_ids":["https://openalex.org/I4210131919"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5104127544","display_name":"Ce Sun","orcid":"https://orcid.org/0000-0001-9857-726X"},"institutions":[{"id":"https://openalex.org/I194716290","display_name":"China Academy of Space Technology","ror":"https://ror.org/025397a59","country_code":"CN","type":"government","lineage":["https://openalex.org/I194716290","https://openalex.org/I2802615301"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210144662","display_name":"Xi'an Institute of Optics and Precision Mechanics","ror":"https://ror.org/0444j5556","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210144662"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ce Sun","raw_affiliation_strings":["Key Laboratory of Space Precision Measurement Technology, Chinese Academy of Sciences, Xi\u2019an 710119, China","Xi\u2019an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi\u2019an 710119, China","Xi'an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi'an 710119, China","Key Laboratory of Space Precision Measurement Technology, Chinese Academy of Sciences, Xi'an 710119, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Space Precision Measurement Technology, Chinese Academy of Sciences, Xi\u2019an 710119, China","institution_ids":["https://openalex.org/I194716290","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Xi\u2019an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi\u2019an 710119, China","institution_ids":["https://openalex.org/I4210144662","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Xi'an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi'an 710119, China","institution_ids":["https://openalex.org/I4210144662","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Key Laboratory of Space Precision Measurement Technology, Chinese Academy of Sciences, Xi'an 710119, China","institution_ids":["https://openalex.org/I194716290","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5089049162"],"corresponding_institution_ids":["https://openalex.org/I4210131919"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.5487,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.69033655,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"14","issue":"17","first_page":"4250","last_page":"4250"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":1.0,"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":1.0,"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":0.9987000226974487,"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":0.9983000159263611,"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/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.8192397952079773},{"id":"https://openalex.org/keywords/multispectral-image","display_name":"Multispectral image","score":0.8088627457618713},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6401137709617615},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6325650215148926},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.6077645421028137},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.5984421372413635},{"id":"https://openalex.org/keywords/upsampling","display_name":"Upsampling","score":0.5767570734024048},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5539047122001648},{"id":"https://openalex.org/keywords/full-spectral-imaging","display_name":"Full spectral imaging","score":0.5444073677062988},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5413004159927368},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5018494129180908},{"id":"https://openalex.org/keywords/spectral-resolution","display_name":"Spectral resolution","score":0.4256134033203125},{"id":"https://openalex.org/keywords/spectral-bands","display_name":"Spectral bands","score":0.42451077699661255},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4029979407787323},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2247263491153717},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.16026654839515686},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.11885488033294678},{"id":"https://openalex.org/keywords/spectral-line","display_name":"Spectral line","score":0.106265127658844}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.8192397952079773},{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.8088627457618713},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6401137709617615},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6325650215148926},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.6077645421028137},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.5984421372413635},{"id":"https://openalex.org/C110384440","wikidata":"https://www.wikidata.org/wiki/Q1143270","display_name":"Upsampling","level":3,"score":0.5767570734024048},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5539047122001648},{"id":"https://openalex.org/C78660771","wikidata":"https://www.wikidata.org/wiki/Q5508206","display_name":"Full spectral imaging","level":3,"score":0.5444073677062988},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5413004159927368},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5018494129180908},{"id":"https://openalex.org/C124967146","wikidata":"https://www.wikidata.org/wiki/Q3457898","display_name":"Spectral resolution","level":3,"score":0.4256134033203125},{"id":"https://openalex.org/C114700698","wikidata":"https://www.wikidata.org/wiki/Q2882278","display_name":"Spectral bands","level":2,"score":0.42451077699661255},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4029979407787323},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2247263491153717},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.16026654839515686},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11885488033294678},{"id":"https://openalex.org/C4839761","wikidata":"https://www.wikidata.org/wiki/Q212111","display_name":"Spectral line","level":2,"score":0.106265127658844},{"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},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs14174250","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14174250","pdf_url":"https://www.mdpi.com/2072-4292/14/17/4250/pdf?version=1661765291","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:480e9bad5b52418790755afcaa35737a","is_oa":true,"landing_page_url":"https://doaj.org/article/480e9bad5b52418790755afcaa35737a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 14, Iss 17, p 4250 (2022)","raw_type":"article"},{"id":"pmh:oai:ir.opt.ac.cn:181661/96146","is_oa":true,"landing_page_url":"http://ir.opt.ac.cn/handle/181661/96146","pdf_url":null,"source":{"id":"https://openalex.org/S4377196962","display_name":"Institutional Repository of Xi'an Institute of Optics and Fine Mechanics, Chinese Academy of Sciences (Xian Institute of Optics and Precision Mechanics)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210144662","host_organization_name":"Xi'an Institute of Optics and Precision Mechanics","host_organization_lineage":["https://openalex.org/I4210144662"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"\u671f\u520a\u8bba\u6587"},{"id":"pmh:oai:mdpi.com:/2072-4292/14/17/4250/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs14174250","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs14174250","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14174250","pdf_url":"https://www.mdpi.com/2072-4292/14/17/4250/pdf?version=1661765291","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.44999998807907104}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4293661419.pdf","grobid_xml":"https://content.openalex.org/works/W4293661419.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W817971873","https://openalex.org/W1980110630","https://openalex.org/W1990231296","https://openalex.org/W2004913087","https://openalex.org/W2100109944","https://openalex.org/W2119077559","https://openalex.org/W2124743705","https://openalex.org/W2133665775","https://openalex.org/W2142843085","https://openalex.org/W2165651437","https://openalex.org/W2194775991","https://openalex.org/W2302265399","https://openalex.org/W2336309239","https://openalex.org/W2462592242","https://openalex.org/W2622064152","https://openalex.org/W2792111852","https://openalex.org/W2792365373","https://openalex.org/W2806155925","https://openalex.org/W2808383363","https://openalex.org/W2889626069","https://openalex.org/W2920844353","https://openalex.org/W2940678725","https://openalex.org/W2952004563","https://openalex.org/W2953478519","https://openalex.org/W2963284277","https://openalex.org/W2978725006","https://openalex.org/W3008789903","https://openalex.org/W3008911924","https://openalex.org/W3038139892","https://openalex.org/W3041178351","https://openalex.org/W3043408700","https://openalex.org/W3046562476","https://openalex.org/W3096904276","https://openalex.org/W3098435832","https://openalex.org/W3099844221","https://openalex.org/W3101639073","https://openalex.org/W3161700323","https://openalex.org/W4301802631","https://openalex.org/W6684197827","https://openalex.org/W6697828997"],"related_works":["https://openalex.org/W1994927126","https://openalex.org/W2765385239","https://openalex.org/W2167263753","https://openalex.org/W2545053607","https://openalex.org/W4214939362","https://openalex.org/W2419625956","https://openalex.org/W2005704400","https://openalex.org/W4230402950","https://openalex.org/W2090368006","https://openalex.org/W96435031"],"abstract_inverted_index":{"High-resolution":[0],"(HR)":[1],"multispectral":[2,38,54,94,182],"(MS)":[3],"images":[4,39,55,179],"contain":[5],"sharper":[6],"detail":[7],"and":[8,40,56,101,125,149,159,170,180,188,201,229,237],"structure":[9,236],"compared":[10],"to":[11,104,120,166],"the":[12,33,49,57,65,106,109,115,122,129,136,144,168,174,186,213,219,223,227,235],"ground":[13,58,175],"truth":[14,59,176],"high-resolution":[15,37,42,53,60,93,177,181,241],"hyperspectral":[16,43,61,97,178,242],"(HS)":[17],"images.":[18,44,62,183,243],"In":[19,108,212],"this":[20],"paper,":[21],"we":[22,70,113,134,194],"propose":[23],"a":[24,72,196,202],"novel":[25],"supervised":[26],"learning":[27],"method,":[28],"which":[29],"considers":[30],"pansharpening":[31],"as":[32],"spectral":[34,50,66,126,171,187,197,238],"super-resolution":[35],"of":[36,82,234,240],"generates":[41],"The":[45,79,155],"proposed":[46,220],"method":[47,221],"learns":[48],"mapping":[51],"between":[52,68,191],"To":[63,184],"consider":[64],"correlation":[67],"bands,":[69],"build":[71],"three-dimensional":[73],"(3D)":[74],"convolution":[75],"neural":[76],"network":[77,80,200,207],"(CNN).":[78],"consists":[81],"three":[83],"parts":[84],"using":[85],"an":[86],"encoder\u2013decoder":[87],"framework:":[88],"spatial/spectral":[89],"feature":[90,99,131],"extraction":[91],"from":[92,173],"images/low-resolution":[95],"(LR)":[96],"images,":[98,193],"transform,":[100],"image":[102,110],"reconstruction":[103,111],"generate":[105],"results.":[107],"network,":[112],"design":[114,195],"spatial\u2013spectral":[116,145,156],"fusion":[117],"(SSF)":[118],"blocks":[119],"reuse":[121],"extracted":[123],"spatial":[124,169,189],"features":[127],"in":[128,226,232],"reconstructed":[130],"layer.":[132],"Then,":[133],"develop":[135],"discrepancy-based":[137],"deep":[138,150,160],"hybrid":[139,209],"gradient":[140,146,151,157,161,203,210],"(DDHG)":[141],"losses":[142],"with":[143],"(SSG)":[147],"loss":[148,158,163],"transfer":[152,162],"(DGT)":[153],"loss.":[154],"are":[164],"developed":[165],"preserve":[167],"gradients":[172],"overcome":[185],"discrepancy":[190],"two":[192],"downsampling":[198],"(SD)":[199],"consistency":[204],"estimation":[205],"(GCE)":[206],"for":[208],"losses.":[211],"experiments,":[214],"it":[215],"is":[216],"seen":[217],"that":[218],"outperforms":[222],"state-of-the-art":[224],"methods":[225],"subjective":[228],"objective":[230],"experiments":[231],"terms":[233],"preservation":[239]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}