{"id":"https://openalex.org/W2248065736","doi":"https://doi.org/10.1109/jstars.2015.2455508","title":"Fast Marginalized Sparse Bayesian Learning for 3-D Interferometric ISAR Image Formation Via Super-Resolution ISAR Imaging","display_name":"Fast Marginalized Sparse Bayesian Learning for 3-D Interferometric ISAR Image Formation Via Super-Resolution ISAR Imaging","publication_year":2015,"publication_date":"2015-08-13","ids":{"openalex":"https://openalex.org/W2248065736","doi":"https://doi.org/10.1109/jstars.2015.2455508","mag":"2248065736"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2015.2455508","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jstars.2015.2455508","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":false,"is_in_doaj":true,"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"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/A5001139932","display_name":"Yanlin Wu","orcid":"https://orcid.org/0000-0003-3273-4001"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"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":"Yanlin Wu","raw_affiliation_strings":["Key Laboratory of Integrated Electronic System, Ministry of Education, Chengdu, China","Research Institute of Electronic Science and Technology, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Integrated Electronic System, Ministry of Education, Chengdu, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"Research Institute of Electronic Science and Technology, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015235929","display_name":"Shunsheng Zhang","orcid":"https://orcid.org/0000-0002-5708-9240"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"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"]},{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["CN","SG"],"is_corresponding":false,"raw_author_name":"Shunsheng Zhang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, National University of Singapore, Singapore","Key Laboratory of Integrated Electronic System, Ministry of Education, Chengdu, China","Research Institute of Electronic Science and Technology, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"Key Laboratory of Integrated Electronic System, Ministry of Education, Chengdu, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"Research Institute of Electronic Science and Technology, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023314361","display_name":"Huaiqi Kang","orcid":null},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"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":"Huaiqi Kang","raw_affiliation_strings":["Key Laboratory of Integrated Electronic System, Ministry of Education, Chengdu, China","Research Institute of Electronic Science and Technology, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Integrated Electronic System, Ministry of Education, Chengdu, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"Research Institute of Electronic Science and Technology, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":null,"display_name":"Tat Soon Yeo","orcid":null},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Tat Soon Yeo","raw_affiliation_strings":["Department of Electrical and Computer Engineering, National University of Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":null,"fwci":2.0099,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.85747031,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"8","issue":"10","first_page":"4942","last_page":"4951"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9998000264167786,"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/T11038","display_name":"Advanced SAR Imaging 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/T11739","display_name":"Microwave Imaging and Scattering Analysis","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/inverse-synthetic-aperture-radar","display_name":"Inverse synthetic aperture radar","score":0.9308291673660278},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7365159392356873},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6473894715309143},{"id":"https://openalex.org/keywords/radar-imaging","display_name":"Radar imaging","score":0.571728527545929},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.5398383140563965},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5392604470252991},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.4732949137687683},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3373706638813019},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.28781360387802124}],"concepts":[{"id":"https://openalex.org/C109094680","wikidata":"https://www.wikidata.org/wiki/Q6060432","display_name":"Inverse synthetic aperture radar","level":4,"score":0.9308291673660278},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7365159392356873},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6473894715309143},{"id":"https://openalex.org/C10929652","wikidata":"https://www.wikidata.org/wiki/Q7279985","display_name":"Radar imaging","level":3,"score":0.571728527545929},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.5398383140563965},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5392604470252991},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.4732949137687683},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3373706638813019},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.28781360387802124},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jstars.2015.2455508","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jstars.2015.2455508","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":false,"is_in_doaj":true,"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.6200000047683716,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320323292","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1965736081","https://openalex.org/W1969574579","https://openalex.org/W1976967648","https://openalex.org/W1986931325","https://openalex.org/W1993803052","https://openalex.org/W2006832476","https://openalex.org/W2008150977","https://openalex.org/W2009459845","https://openalex.org/W2016363695","https://openalex.org/W2021110810","https://openalex.org/W2046658845","https://openalex.org/W2049147119","https://openalex.org/W2071284784","https://openalex.org/W2074275843","https://openalex.org/W2088213824","https://openalex.org/W2088479685","https://openalex.org/W2090482733","https://openalex.org/W2098567533","https://openalex.org/W2100189946","https://openalex.org/W2102884688","https://openalex.org/W2127271355","https://openalex.org/W2127952006","https://openalex.org/W2131805207","https://openalex.org/W2141171639","https://openalex.org/W2144465873","https://openalex.org/W2145750625","https://openalex.org/W2147465462","https://openalex.org/W2148154358","https://openalex.org/W2150296982","https://openalex.org/W2150962169","https://openalex.org/W2152176246","https://openalex.org/W2167179747","https://openalex.org/W2170792526","https://openalex.org/W2540147301","https://openalex.org/W4285719527","https://openalex.org/W6644311204","https://openalex.org/W6652772503","https://openalex.org/W6682190839"],"related_works":["https://openalex.org/W2996630340","https://openalex.org/W2540450177","https://openalex.org/W2170580735","https://openalex.org/W1552305638","https://openalex.org/W2112228652","https://openalex.org/W2613451563","https://openalex.org/W2545123933","https://openalex.org/W1994788526","https://openalex.org/W2547107543","https://openalex.org/W1966299760"],"abstract_inverted_index":{"Compressed":[0],"sensing":[1],"(CS)":[2],"has":[3],"been":[4],"successfully":[5],"applied":[6,87],"to":[7,28,88,121],"inverse":[8],"synthetic":[9],"aperture":[10],"radar":[11],"(ISAR)":[12],"imaging":[13,21,80],"of":[14,37,46,99,125],"moving":[15],"targets.":[16],"In":[17,55],"existing":[18],"CS-based":[19],"ISAR":[20,73,91,110],"algorithms,":[22],"Laplace":[23,41],"distribution":[24],"is":[25,66,86,102],"widely":[26],"adopted":[27],"enforce":[29],"sparseness":[30],"on":[31,114],"signal":[32],"recovery.":[33],"However,":[34],"this":[35,56],"kind":[36],"CS":[38],"method":[39,65],"using":[40,108],"prior":[42],"encounters":[43],"the":[44,77,100,105,123,126],"problems":[45],"determining":[47],"optimum":[48],"regularization":[49],"factor":[50],"and":[51,93,116],"heavy":[52],"computation":[53],"load.":[54],"paper,":[57],"a":[58,82,95],"fast":[59,83],"marginalized":[60],"sparse":[61],"Bayesian":[62],"learning":[63],"(MSBL)":[64],"proposed":[67,127],"for":[68],"three-dimensional":[69],"(3-D)":[70],"interferometric":[71],"super-resolution":[72,90],"imaging.":[74],"After":[75],"deriving":[76],"target":[78,101],"sparsity-driven":[79],"model,":[81],"MSBL":[84],"approach":[85],"obtain":[89],"image,":[92],"then":[94],"high-quality":[96],"3-D":[97],"view":[98],"achieved":[103],"via":[104],"interferometry":[106],"technique":[107],"an":[109],"imagery":[111],"pair.":[112],"Experiments":[113],"simulated":[115],"real":[117],"data":[118],"are":[119],"provided":[120],"validate":[122],"effectiveness":[124],"method.":[128]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
