{"id":"https://openalex.org/W4387802657","doi":"https://doi.org/10.1109/igarss52108.2023.10282879","title":"Regularization Method with Weak-Depended on Parameter for Forward-Looking Super-Resolution Imaging","display_name":"Regularization Method with Weak-Depended on Parameter for Forward-Looking Super-Resolution Imaging","publication_year":2023,"publication_date":"2023-07-16","ids":{"openalex":"https://openalex.org/W4387802657","doi":"https://doi.org/10.1109/igarss52108.2023.10282879"},"language":"en","primary_location":{"id":"doi:10.1109/igarss52108.2023.10282879","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss52108.2023.10282879","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-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/A5062375911","display_name":"Mengxi Feng","orcid":null},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mengxi Feng","raw_affiliation_strings":["University of Electronic Science and Technology of China (UESTC),School of Information and Communication Engineering,Chengdu,China,611731"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China (UESTC),School of Information and Communication Engineering,Chengdu,China,611731","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013652910","display_name":"Xingyu Tuo","orcid":"https://orcid.org/0000-0003-0118-2240"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingyu Tuo","raw_affiliation_strings":["University of Electronic Science and Technology of China (UESTC),School of Information and Communication Engineering,Chengdu,China,611731"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China (UESTC),School of Information and Communication Engineering,Chengdu,China,611731","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100343725","display_name":"Yin Zhang","orcid":"https://orcid.org/0000-0002-6761-2269"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yin Zhang","raw_affiliation_strings":["University of Electronic Science and Technology of China (UESTC),School of Information and Communication Engineering,Chengdu,China,611731","Yangtze Delta Region Institute of UESTC, Quzhou, China"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China (UESTC),School of Information and Communication Engineering,Chengdu,China,611731","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"Yangtze Delta Region Institute of UESTC, Quzhou, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027281041","display_name":"Deqing Mao","orcid":"https://orcid.org/0000-0002-7408-1654"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Deqing Mao","raw_affiliation_strings":["University of Electronic Science and Technology of China (UESTC),School of Information and Communication Engineering,Chengdu,China,611731"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China (UESTC),School of Information and Communication Engineering,Chengdu,China,611731","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027924825","display_name":"Yulin Huang","orcid":"https://orcid.org/0000-0003-3930-9323"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yulin Huang","raw_affiliation_strings":["University of Electronic Science and Technology of China (UESTC),School of Information and Communication Engineering,Chengdu,China,611731","Yangtze Delta Region Institute of UESTC, Quzhou, China"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China (UESTC),School of Information and Communication Engineering,Chengdu,China,611731","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"Yangtze Delta Region Institute of UESTC, Quzhou, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100660972","display_name":"Jianyu Yang","orcid":"https://orcid.org/0000-0002-4726-8384"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianyu Yang","raw_affiliation_strings":["University of Electronic Science and Technology of China (UESTC),School of Information and Communication Engineering,Chengdu,China,611731"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China (UESTC),School of Information and Communication Engineering,Chengdu,China,611731","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5062375911"],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":null,"apc_paid":null,"fwci":0.8814,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.81445737,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"8102","last_page":"8105"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11038","display_name":"Advanced SAR Imaging Techniques","score":0.9994000196456909,"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":0.9994000196456909,"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/T14158","display_name":"Optical Systems and Laser Technology","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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":0.9959999918937683,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.8191207647323608},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.6248990893363953},{"id":"https://openalex.org/keywords/regularization-perspectives-on-support-vector-machines","display_name":"Regularization perspectives on support vector machines","score":0.5537338852882385},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5182980895042419},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.49451205134391785},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.44256827235221863},{"id":"https://openalex.org/keywords/proximal-gradient-methods-for-learning","display_name":"Proximal gradient methods for learning","score":0.4325310289859772},{"id":"https://openalex.org/keywords/inverse-problem","display_name":"Inverse problem","score":0.36397069692611694},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.33128219842910767},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28900158405303955},{"id":"https://openalex.org/keywords/tikhonov-regularization","display_name":"Tikhonov regularization","score":0.1471080183982849},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1385912001132965}],"concepts":[{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.8191207647323608},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.6248990893363953},{"id":"https://openalex.org/C141718189","wikidata":"https://www.wikidata.org/wiki/Q7309628","display_name":"Regularization perspectives on support vector machines","level":4,"score":0.5537338852882385},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5182980895042419},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.49451205134391785},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.44256827235221863},{"id":"https://openalex.org/C79248915","wikidata":"https://www.wikidata.org/wiki/Q17086776","display_name":"Proximal gradient methods for learning","level":5,"score":0.4325310289859772},{"id":"https://openalex.org/C135252773","wikidata":"https://www.wikidata.org/wiki/Q1567213","display_name":"Inverse problem","level":2,"score":0.36397069692611694},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.33128219842910767},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28900158405303955},{"id":"https://openalex.org/C152442038","wikidata":"https://www.wikidata.org/wiki/Q2778212","display_name":"Tikhonov regularization","level":3,"score":0.1471080183982849},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1385912001132965},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss52108.2023.10282879","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss52108.2023.10282879","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1501676610","https://openalex.org/W1904687420","https://openalex.org/W1993847434","https://openalex.org/W2028496557","https://openalex.org/W2045595480","https://openalex.org/W2050881825","https://openalex.org/W2121402967","https://openalex.org/W2122315118","https://openalex.org/W2148062657","https://openalex.org/W2551185112","https://openalex.org/W2792007619"],"related_works":["https://openalex.org/W1481686068","https://openalex.org/W2081588180","https://openalex.org/W2366023887","https://openalex.org/W1989857057","https://openalex.org/W1943431218","https://openalex.org/W2258635466","https://openalex.org/W2080188834","https://openalex.org/W3134728064","https://openalex.org/W45494237","https://openalex.org/W2034445081"],"abstract_inverted_index":{"Currently,":[0],"regularization":[1,19,28,74,83,91,107,117],"methods":[2],"are":[3],"widely":[4],"applied":[5,61],"to":[6,23,62,71,89,104],"radar":[7],"forward-looking":[8,35],"super-resolution":[9,36],"imaging,":[10],"but":[11],"imaging":[12,37,96,121],"performance":[13,122],"is":[14,38,47,60,70,112,123],"greatly":[15],"affected":[16],"by":[17,99],"the":[18,27,44,50,64,73,78,87,90,95,109,116,120,126,132,135],"parameter.":[20],"In":[21],"order":[22],"address":[24],"this":[25],"issue,":[26],"method":[29,111],"with":[30],"weak-depended":[31],"on":[32,115],"parameter":[33,92,101],"for":[34],"proposed":[39,110,136],"in":[40,77],"our":[41],"work.":[42],"First,":[43],"objective":[45,65],"function":[46],"established":[48],"under":[49,125],"premise":[51],"of":[52,80,134],"sparse":[53,82,106],"target":[54],"prior;":[55],"then,":[56],"iteratively":[57],"reweighted":[58],"solver":[59],"resolve":[63],"function.":[66],"The":[67],"key":[68],"idea":[69],"join":[72],"weighting":[75],"factor":[76],"process":[79],"solving":[81],"problem,":[84],"which":[85],"reduces":[86],"sensitivity":[88],"and":[93,119],"avoids":[94],"error":[97],"caused":[98],"unreasonable":[100],"selection.":[102],"Compared":[103],"traditional":[105],"method,":[108],"less":[113],"dependent":[114],"parameter,":[118],"superior":[124],"same":[127],"conditions.":[128],"Simulation":[129],"results":[130],"verify":[131],"effectiveness":[133],"method.":[137]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
