{"id":"https://openalex.org/W4401443314","doi":"https://doi.org/10.3390/rs16162908","title":"Complex-Valued 2D-3D Hybrid Convolutional Neural Network with Attention Mechanism for PolSAR Image Classification","display_name":"Complex-Valued 2D-3D Hybrid Convolutional Neural Network with Attention Mechanism for PolSAR Image Classification","publication_year":2024,"publication_date":"2024-08-09","ids":{"openalex":"https://openalex.org/W4401443314","doi":"https://doi.org/10.3390/rs16162908"},"language":"en","primary_location":{"id":"doi:10.3390/rs16162908","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16162908","pdf_url":"https://www.mdpi.com/2072-4292/16/16/2908/pdf?version=1723185358","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/2072-4292/16/16/2908/pdf?version=1723185358","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059022840","display_name":"Wenmei Li","orcid":"https://orcid.org/0000-0002-1108-0507"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenmei Li","raw_affiliation_strings":["School of Internet of Things, Nanjing University of Posts and Telecommunications, Nanjing 210023, China"],"affiliations":[{"raw_affiliation_string":"School of Internet of Things, Nanjing University of Posts and Telecommunications, Nanjing 210023, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100683664","display_name":"Hao Xia","orcid":"https://orcid.org/0009-0001-7141-9170"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Xia","raw_affiliation_strings":["School of Internet of Things, Nanjing University of Posts and Telecommunications, Nanjing 210023, China"],"affiliations":[{"raw_affiliation_string":"School of Internet of Things, Nanjing University of Posts and Telecommunications, Nanjing 210023, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106455206","display_name":"Jiadong Zhang","orcid":"https://orcid.org/0009-0009-9263-7458"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiadong Zhang","raw_affiliation_strings":["School of Internet of Things, Nanjing University of Posts and Telecommunications, Nanjing 210023, China"],"affiliations":[{"raw_affiliation_string":"School of Internet of Things, Nanjing University of Posts and Telecommunications, Nanjing 210023, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100445368","display_name":"Yu Wang","orcid":"https://orcid.org/0000-0003-3511-0288"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Wang","raw_affiliation_strings":["College of Telecommunications and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing 210003, China"],"affiliations":[{"raw_affiliation_string":"College of Telecommunications and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing 210003, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045006366","display_name":"Yan Jia","orcid":"https://orcid.org/0000-0002-8282-8105"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Jia","raw_affiliation_strings":["School of Internet of Things, Nanjing University of Posts and Telecommunications, Nanjing 210023, China"],"affiliations":[{"raw_affiliation_string":"School of Internet of Things, Nanjing University of Posts and Telecommunications, Nanjing 210023, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083745435","display_name":"Yuhong He","orcid":"https://orcid.org/0000-0003-4700-6517"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Yuhong He","raw_affiliation_strings":["Department of Geography, Geomatics and Environment, University of Toronto, Mississauga, ON L5L 1C6, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Geography, Geomatics and Environment, University of Toronto, Mississauga, ON L5L 1C6, Canada","institution_ids":["https://openalex.org/I185261750"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5083745435"],"corresponding_institution_ids":["https://openalex.org/I185261750"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":23.3724,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.99274813,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"16","issue":"16","first_page":"2908","last_page":"2908"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10801","display_name":"Synthetic Aperture Radar (SAR) Applications and Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"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/T10801","display_name":"Synthetic Aperture Radar (SAR) Applications and Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T11038","display_name":"Advanced SAR Imaging Techniques","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T11609","display_name":"Geophysical Methods and Applications","score":0.9919999837875366,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6554335951805115},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6235624551773071},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.5843223333358765},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5186449885368347},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49353206157684326},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.10252097249031067}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6554335951805115},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6235624551773071},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.5843223333358765},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5186449885368347},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49353206157684326},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10252097249031067},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs16162908","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16162908","pdf_url":"https://www.mdpi.com/2072-4292/16/16/2908/pdf?version=1723185358","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:utoronto.scholaris.ca:1807/139467","is_oa":true,"landing_page_url":"http://hdl.handle.net/1807/139467","pdf_url":"https://utoronto.scholaris.ca/bitstreams/acd89680-62b8-4ed3-836f-99ef8c7619a5/download","source":{"id":"https://openalex.org/S7407055458","display_name":"TSpace","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:utoronto.scholaris.ca:1807/139520","is_oa":true,"landing_page_url":"http://hdl.handle.net/1807/139520","pdf_url":"https://utoronto.scholaris.ca/bitstreams/486dbaf3-e283-40fa-b295-ec61213e1ba3/download","source":{"id":"https://openalex.org/S7407055458","display_name":"TSpace","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:doaj.org/article:4025789c29704e738f27234756b1dc41","is_oa":true,"landing_page_url":"https://doaj.org/article/4025789c29704e738f27234756b1dc41","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":"Remote Sensing, Vol 16, Iss 16, p 2908 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs16162908","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16162908","pdf_url":"https://www.mdpi.com/2072-4292/16/16/2908/pdf?version=1723185358","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":"Reduced inequalities","score":0.7799999713897705,"id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G1142381930","display_name":null,"funder_award_id":"KYCX24_1219","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G1325933756","display_name":null,"funder_award_id":"KLSMNR-K202201","funder_id":"https://openalex.org/F4320316090","funder_display_name":"Ministry of Natural Resources of the People's Republic of China"},{"id":"https://openalex.org/G1747163965","display_name":null,"funder_award_id":"No. OFSLRSS202202","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2015726646","display_name":null,"funder_award_id":"No. KLSMNR-K202201","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G2259669322","display_name":null,"funder_award_id":"202202","funder_id":"https://openalex.org/F4320316090","funder_display_name":"Ministry of Natural Resources of the People's Republic of China"},{"id":"https://openalex.org/G2313852000","display_name":null,"funder_award_id":"No. KLSMNR-K202201","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2907426068","display_name":null,"funder_award_id":"2019M661896","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G3447924971","display_name":null,"funder_award_id":"42071414","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3669976332","display_name":null,"funder_award_id":"202305","funder_id":"https://openalex.org/F4320316090","funder_display_name":"Ministry of Natural Resources of the People's Republic of China"},{"id":"https://openalex.org/G4452895606","display_name":null,"funder_award_id":"42071414","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G4602250717","display_name":null,"funder_award_id":"KYCX24_1219","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4953111652","display_name":null,"funder_award_id":"No. 202305","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G5533374624","display_name":null,"funder_award_id":"No. OFSLRSS202202","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G6741719346","display_name":null,"funder_award_id":"No. 202305","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7001516894","display_name":null,"funder_award_id":"2019M6","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G7752873037","display_name":null,"funder_award_id":"2019M66","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G8340104424","display_name":null,"funder_award_id":"2019M661896","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320316090","display_name":"Ministry of Natural Resources of the People's Republic of China","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320321605","display_name":"Government of Jiangsu Province","ror":"https://ror.org/004svx814"},{"id":"https://openalex.org/F4320326981","display_name":"State Key Laboratory of Remote Sensing Science","ror":"https://ror.org/05wzjqa24"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401443314.pdf"},"referenced_works_count":72,"referenced_works":["https://openalex.org/W1533861849","https://openalex.org/W1665214252","https://openalex.org/W1677182931","https://openalex.org/W1917898038","https://openalex.org/W2005232609","https://openalex.org/W2078985447","https://openalex.org/W2097272115","https://openalex.org/W2130762895","https://openalex.org/W2132012856","https://openalex.org/W2133989913","https://openalex.org/W2326827146","https://openalex.org/W2477329269","https://openalex.org/W2547283088","https://openalex.org/W2559324447","https://openalex.org/W2752782242","https://openalex.org/W2754361766","https://openalex.org/W2765226977","https://openalex.org/W2819744022","https://openalex.org/W2821322924","https://openalex.org/W2884585870","https://openalex.org/W2885778651","https://openalex.org/W2900918919","https://openalex.org/W2922509574","https://openalex.org/W2955058313","https://openalex.org/W2963495494","https://openalex.org/W2963943821","https://openalex.org/W2979476850","https://openalex.org/W2986743354","https://openalex.org/W2989067579","https://openalex.org/W2996738528","https://openalex.org/W3000122775","https://openalex.org/W3021829869","https://openalex.org/W3034502973","https://openalex.org/W3034552520","https://openalex.org/W3034580371","https://openalex.org/W3034752215","https://openalex.org/W3037587714","https://openalex.org/W3086897046","https://openalex.org/W3098095976","https://openalex.org/W3127159627","https://openalex.org/W3146366485","https://openalex.org/W3146554236","https://openalex.org/W3158412419","https://openalex.org/W3177052299","https://openalex.org/W3184682299","https://openalex.org/W3191042121","https://openalex.org/W3196170861","https://openalex.org/W3212386989","https://openalex.org/W3216960684","https://openalex.org/W4221136930","https://openalex.org/W4225749773","https://openalex.org/W4285274933","https://openalex.org/W4292219572","https://openalex.org/W4312240499","https://openalex.org/W4317796315","https://openalex.org/W4319069135","https://openalex.org/W4381244723","https://openalex.org/W4387259387","https://openalex.org/W4387717522","https://openalex.org/W4388726187","https://openalex.org/W4389784003","https://openalex.org/W4396229011","https://openalex.org/W6618372016","https://openalex.org/W6682137061","https://openalex.org/W6791829431","https://openalex.org/W6800020494","https://openalex.org/W6800169991","https://openalex.org/W6804131586","https://openalex.org/W6849077413","https://openalex.org/W6853743030","https://openalex.org/W6858345006","https://openalex.org/W6991242476"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4293226380","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"The":[0],"recently":[1],"introduced":[2],"complex-valued":[3],"convolutional":[4],"neural":[5],"network":[6],"(CV-CNN)":[7],"has":[8],"shown":[9],"considerable":[10],"advancements":[11],"for":[12,63],"polarimetric":[13],"synthetic":[14],"aperture":[15],"radar":[16],"(PolSAR)":[17],"image":[18],"classification":[19],"by":[20],"effectively":[21],"incorporating":[22],"both":[23,89,128],"magnitude":[24],"and":[25,93,130,162],"phase":[26],"information.":[27,66],"However,":[28],"a":[29,74,118],"solitary":[30],"2D":[31],"or":[32,45],"3D":[33],"CNN":[34],"encounters":[35],"challenges":[36],"such":[37],"as":[38],"insufficiently":[39],"extracting":[40],"scattering":[41],"channel":[42,131],"dimension":[43],"features":[44,103],"excessive":[46],"computational":[47,91],"parameters.":[48],"Moreover,":[49],"these":[50,69],"networks\u2019":[51],"default":[52],"is":[53,57],"that":[54],"all":[55],"information":[56],"equally":[58],"important,":[59],"consuming":[60],"vast":[61],"resources":[62],"processing":[64],"useless":[65],"To":[67],"address":[68],"issues,":[70],"this":[71],"study":[72],"presents":[73],"new":[75],"hybrid":[76,110],"CV-CNN":[77],"with":[78,117],"the":[79,98,113,124,153],"attention":[80,120],"mechanism":[81],"(CV-2D/3D-CNN-AM)":[82],"to":[83,122],"classify":[84],"PolSAR":[85,138],"ground":[86],"objects,":[87],"possessing":[88],"excellent":[90],"efficiency":[92],"feature":[94,125],"extraction":[95],"capability.":[96],"In":[97],"proposed":[99],"framework,":[100],"multi-level":[101],"discriminative":[102],"are":[104],"extracted":[105],"from":[106,127],"preprocessed":[107],"data":[108],"through":[109],"networks":[111],"in":[112],"complex":[114],"domain,":[115],"along":[116],"special":[119],"block":[121],"filter":[123],"importance":[126],"spatial":[129],"dimensions.":[132],"Experimental":[133],"results":[134],"performed":[135],"on":[136],"three":[137],"datasets":[139],"demonstrate":[140],"our":[141,159],"present":[142],"approach\u2019s":[143],"superiority":[144],"over":[145],"other":[146],"existing":[147],"ones.":[148],"Furthermore,":[149],"ablation":[150],"experiments":[151],"confirm":[152],"validity":[154],"of":[155],"each":[156],"module,":[157],"highlighting":[158],"model\u2019s":[160],"robustness":[161],"effectiveness.":[163]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":2}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}