{"id":"https://openalex.org/W4394576055","doi":"https://doi.org/10.3390/rs16071289","title":"Sparse SAR Imaging Algorithm in Marine Environments Based on Memory-Augmented Deep Unfolding Network","display_name":"Sparse SAR Imaging Algorithm in Marine Environments Based on Memory-Augmented Deep Unfolding Network","publication_year":2024,"publication_date":"2024-04-05","ids":{"openalex":"https://openalex.org/W4394576055","doi":"https://doi.org/10.3390/rs16071289"},"language":"en","primary_location":{"id":"doi:10.3390/rs16071289","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16071289","pdf_url":"https://www.mdpi.com/2072-4292/16/7/1289/pdf?version=1712572099","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/2072-4292/16/7/1289/pdf?version=1712572099","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100362745","display_name":"Yao Zhao","orcid":"https://orcid.org/0000-0002-8581-9554"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yao Zhao","raw_affiliation_strings":["School of Information Engineering, Guangdong University of Technology, Guangzhou 510006, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Guangdong University of Technology, Guangzhou 510006, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101333135","display_name":"Chengwen Ou","orcid":null},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengwen Ou","raw_affiliation_strings":["School of Information Engineering, Guangdong University of Technology, Guangzhou 510006, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Guangdong University of Technology, Guangzhou 510006, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101910689","display_name":"He Tian","orcid":"https://orcid.org/0000-0002-4112-4398"},"institutions":[{"id":"https://openalex.org/I4210134275","display_name":"Beijing Institute of Architectural Design (China)","ror":"https://ror.org/03rywge40","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210134275"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"He Tian","raw_affiliation_strings":["Beijing Institute of Environment Features, Beijing 100854, China","National Key Laboratory of Scattering and Radiation, Beijing 100854, China"],"affiliations":[{"raw_affiliation_string":"Beijing Institute of Environment Features, Beijing 100854, China","institution_ids":["https://openalex.org/I4210134275"]},{"raw_affiliation_string":"National Key Laboratory of Scattering and Radiation, Beijing 100854, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022036826","display_name":"Bingo Wing\u2010Kuen Ling","orcid":"https://orcid.org/0000-0002-0633-7224"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bingo Wing-Kuen Ling","raw_affiliation_strings":["School of Information Engineering, Guangdong University of Technology, Guangzhou 510006, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Guangdong University of Technology, Guangzhou 510006, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100387922","display_name":"Ye Tian","orcid":"https://orcid.org/0000-0003-3726-7270"},"institutions":[{"id":"https://openalex.org/I4387153335","display_name":"China Telecom","ror":"https://ror.org/05p67dv18","country_code":null,"type":"company","lineage":["https://openalex.org/I4387153335"]},{"id":"https://openalex.org/I4210136246","display_name":"China Telecom (China)","ror":"https://ror.org/03jgnzt20","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210136246"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ye Tian","raw_affiliation_strings":["China Telecom Satellite Application Technology Research Institute, Beijing 100035, China"],"affiliations":[{"raw_affiliation_string":"China Telecom Satellite Application Technology Research Institute, Beijing 100035, China","institution_ids":["https://openalex.org/I4210136246","https://openalex.org/I4387153335"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064297320","display_name":"Zhe Zhang","orcid":"https://orcid.org/0000-0003-3192-3476"},"institutions":[{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]},{"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"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhe Zhang","raw_affiliation_strings":["Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100190, China","National Key Laboratory of Microwave Imaging Technology, Beijing 100190, China","School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing 100190, China","Suzhou Aerospace Information Research Institute, Suzhou 215000, China","Suzhou Key Laboratory of Microwave Imaging, Processing and Application Technology, Suzhou 215000, China"],"affiliations":[{"raw_affiliation_string":"Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100190, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]},{"raw_affiliation_string":"National Key Laboratory of Microwave Imaging Technology, Beijing 100190, China","institution_ids":[]},{"raw_affiliation_string":"School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing 100190, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Suzhou Aerospace Information Research Institute, Suzhou 215000, China","institution_ids":["https://openalex.org/I4210137199"]},{"raw_affiliation_string":"Suzhou Key Laboratory of Microwave Imaging, Processing and Application Technology, Suzhou 215000, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5064297320"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210137199","https://openalex.org/I4210165038"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":3.0245,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.90132112,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"16","issue":"7","first_page":"1289","last_page":"1289"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11038","display_name":"Advanced SAR Imaging Techniques","score":0.9997000098228455,"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/T11038","display_name":"Advanced SAR Imaging Techniques","score":0.9997000098228455,"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10801","display_name":"Synthetic Aperture Radar (SAR) Applications and Techniques","score":0.9980000257492065,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5935004353523254},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.41824251413345337},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41693854331970215},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.32392269372940063},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.22648057341575623}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5935004353523254},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.41824251413345337},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41693854331970215},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.32392269372940063},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.22648057341575623}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs16071289","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16071289","pdf_url":"https://www.mdpi.com/2072-4292/16/7/1289/pdf?version=1712572099","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:25c5b265ca6741a4b19243ddcb5a19d3","is_oa":true,"landing_page_url":"https://doaj.org/article/25c5b265ca6741a4b19243ddcb5a19d3","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 7, p 1289 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs16071289","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16071289","pdf_url":"https://www.mdpi.com/2072-4292/16/7/1289/pdf?version=1712572099","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":[{"id":"https://metadata.un.org/sdg/14","score":0.8600000143051147,"display_name":"Life below water"}],"awards":[{"id":"https://openalex.org/G2020340866","display_name":null,"funder_award_id":"2021A1515012009","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"}],"funders":[{"id":"https://openalex.org/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4394576055.pdf"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W1485009520","https://openalex.org/W1998417912","https://openalex.org/W2100556411","https://openalex.org/W2130120519","https://openalex.org/W2135046866","https://openalex.org/W2767812877","https://openalex.org/W2798559986","https://openalex.org/W2963846225","https://openalex.org/W3108438502","https://openalex.org/W3127136885","https://openalex.org/W3129902988","https://openalex.org/W3133902371","https://openalex.org/W3207346178","https://openalex.org/W3207407006","https://openalex.org/W4250955649","https://openalex.org/W4289792831","https://openalex.org/W4306672916","https://openalex.org/W4312588616","https://openalex.org/W4313524853","https://openalex.org/W4386091878","https://openalex.org/W4388168602","https://openalex.org/W6841095929"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626"],"abstract_inverted_index":{"Oceanic":[0],"targets,":[1],"including":[2],"ripples,":[3],"islands,":[4],"vessels,":[5],"and":[6,52,76,108,136,152],"coastlines,":[7],"display":[8],"distinct":[9],"sparse":[10,19,27,42,177],"characteristics,":[11],"rendering":[12],"the":[13,57,80,103,123,129,142,154,174],"ocean":[14],"a":[15,34,87,113],"significant":[16],"arena":[17],"for":[18,47,94,156],"Synthetic":[20],"Aperture":[21],"Radar":[22],"(SAR)":[23],"imaging":[24,50,96],"rooted":[25],"in":[26,97,172],"signal":[28],"processing.":[29],"Deep":[30,90],"neural":[31],"networks":[32],"(DNNs),":[33],"current":[35],"research":[36],"emphasis,":[37],"have,":[38],"when":[39],"integrated":[40],"with":[41,112],"SAR,":[43],"attracted":[44],"notable":[45],"attention":[46],"their":[48,66,72],"exceptional":[49],"capabilities":[51],"high":[53],"computational":[54,120],"efficiency.":[55],"Yet,":[56],"efficiency":[58],"of":[59,82,125,131,176],"traditional":[60],"unfolding":[61,150],"techniques":[62],"is":[63,128],"impeded":[64],"by":[65],"architecturally":[67],"inefficient":[68],"design,":[69],"which":[70],"curtails":[71],"information":[73,147],"transmission":[74],"capacity":[75],"consequently":[77],"detracts":[78],"from":[79],"quality":[81],"reconstruction.":[83],"This":[84],"paper":[85],"unveils":[86],"novel":[88],"Memory-Augmented":[89],"Unfolding":[91],"Network":[92],"(MADUN)":[93],"SAR":[95,118],"marine":[98,178],"environments.":[99],"Our":[100,161],"methodology":[101],"harnesses":[102],"synergies":[104],"between":[105],"deep":[106],"learning":[107],"algorithmic":[109],"unfolding,":[110],"enhanced":[111],"memory":[114],"component,":[115],"to":[116],"elevate":[117],"imaging\u2019s":[119],"precision.":[121],"At":[122],"heart":[124],"our":[126,166],"investigation":[127],"incorporation":[130],"High-Throughput":[132],"Short-Term":[133],"Memory":[134,139],"(HSM)":[135],"Cross-Stage":[137],"Long-Term":[138],"(CLM)":[140],"within":[141],"MADUN":[143],"framework,":[144],"ensuring":[145],"robust":[146],"flow":[148],"across":[149],"stages":[151],"solidifying":[153],"foundation":[155],"deep,":[157],"long-term":[158],"informational":[159],"correlations.":[160],"experimental":[162],"results":[163],"demonstrate":[164],"that":[165],"strategy":[167],"significantly":[168],"surpasses":[169],"existing":[170],"methods":[171],"enhancing":[173],"reconstruction":[175],"scenes.":[179]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2026-01-22T23:29:09.771500","created_date":"2025-10-10T00:00:00"}
