{"id":"https://openalex.org/W4200581268","doi":"https://doi.org/10.3390/rs14010123","title":"GMT-WGAN: An Adversarial Sample Expansion Method for Ground Moving Targets Classification","display_name":"GMT-WGAN: An Adversarial Sample Expansion Method for Ground Moving Targets Classification","publication_year":2021,"publication_date":"2021-12-28","ids":{"openalex":"https://openalex.org/W4200581268","doi":"https://doi.org/10.3390/rs14010123"},"language":"en","primary_location":{"id":"doi:10.3390/rs14010123","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14010123","pdf_url":"https://www.mdpi.com/2072-4292/14/1/123/pdf?version=1640694718","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/2072-4292/14/1/123/pdf?version=1640694718","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065001152","display_name":"Xin Yao","orcid":"https://orcid.org/0000-0003-4971-4859"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Yao","raw_affiliation_strings":["Key Laboratory of Electronic Information Countermeasure and Simulation Technology of Ministry of Education, School of Electronic Engineering, Xidian University, Xi\u2019an 710071, China","Key Laboratory of Electronic Information Countermeasure and Simulation Technology of Ministry of Education, School of Electronic Engineering, Xidian University, Xi'an 710071, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Electronic Information Countermeasure and Simulation Technology of Ministry of Education, School of Electronic Engineering, Xidian University, Xi\u2019an 710071, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Key Laboratory of Electronic Information Countermeasure and Simulation Technology of Ministry of Education, School of Electronic Engineering, Xidian University, Xi'an 710071, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078540251","display_name":"Xiaoran Shi","orcid":"https://orcid.org/0000-0003-4636-2966"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoran Shi","raw_affiliation_strings":["Key Laboratory of Electronic Information Countermeasure and Simulation Technology of Ministry of Education, School of Electronic Engineering, Xidian University, Xi\u2019an 710071, China","Key Laboratory of Electronic Information Countermeasure and Simulation Technology of Ministry of Education, School of Electronic Engineering, Xidian University, Xi'an 710071, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Electronic Information Countermeasure and Simulation Technology of Ministry of Education, School of Electronic Engineering, Xidian University, Xi\u2019an 710071, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Key Laboratory of Electronic Information Countermeasure and Simulation Technology of Ministry of Education, School of Electronic Engineering, Xidian University, Xi'an 710071, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100378845","display_name":"Yaxin Li","orcid":"https://orcid.org/0000-0002-5610-3223"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaxin Li","raw_affiliation_strings":["Key Laboratory of Electronic Information Countermeasure and Simulation Technology of Ministry of Education, School of Electronic Engineering, Xidian University, Xi\u2019an 710071, China","Key Laboratory of Electronic Information Countermeasure and Simulation Technology of Ministry of Education, School of Electronic Engineering, Xidian University, Xi'an 710071, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Electronic Information Countermeasure and Simulation Technology of Ministry of Education, School of Electronic Engineering, Xidian University, Xi\u2019an 710071, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Key Laboratory of Electronic Information Countermeasure and Simulation Technology of Ministry of Education, School of Electronic Engineering, Xidian University, Xi'an 710071, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100336148","display_name":"Li Wang","orcid":"https://orcid.org/0000-0003-0040-5561"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Wang","raw_affiliation_strings":["Key Laboratory of Electronic Information Countermeasure and Simulation Technology of Ministry of Education, School of Electronic Engineering, Xidian University, Xi\u2019an 710071, China","Key Laboratory of Electronic Information Countermeasure and Simulation Technology of Ministry of Education, School of Electronic Engineering, Xidian University, Xi'an 710071, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Electronic Information Countermeasure and Simulation Technology of Ministry of Education, School of Electronic Engineering, Xidian University, Xi\u2019an 710071, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Key Laboratory of Electronic Information Countermeasure and Simulation Technology of Ministry of Education, School of Electronic Engineering, Xidian University, Xi'an 710071, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100452641","display_name":"Han Wang","orcid":"https://orcid.org/0000-0001-5448-9903"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Han Wang","raw_affiliation_strings":["Key Laboratory of Electronic Information Countermeasure and Simulation Technology of Ministry of Education, School of Electronic Engineering, Xidian University, Xi\u2019an 710071, China","Key Laboratory of Electronic Information Countermeasure and Simulation Technology of Ministry of Education, School of Electronic Engineering, Xidian University, Xi'an 710071, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Electronic Information Countermeasure and Simulation Technology of Ministry of Education, School of Electronic Engineering, Xidian University, Xi\u2019an 710071, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Key Laboratory of Electronic Information Countermeasure and Simulation Technology of Ministry of Education, School of Electronic Engineering, Xidian University, Xi'an 710071, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103017516","display_name":"Shijie Ren","orcid":"https://orcid.org/0000-0002-1764-7068"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shijie Ren","raw_affiliation_strings":["Key Laboratory of Electronic Information Countermeasure and Simulation Technology of Ministry of Education, School of Electronic Engineering, Xidian University, Xi\u2019an 710071, China","Key Laboratory of Electronic Information Countermeasure and Simulation Technology of Ministry of Education, School of Electronic Engineering, Xidian University, Xi'an 710071, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Electronic Information Countermeasure and Simulation Technology of Ministry of Education, School of Electronic Engineering, Xidian University, Xi\u2019an 710071, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Key Laboratory of Electronic Information Countermeasure and Simulation Technology of Ministry of Education, School of Electronic Engineering, Xidian University, Xi'an 710071, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080509511","display_name":"Feng Zhou","orcid":"https://orcid.org/0000-0002-1514-7393"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Feng Zhou","raw_affiliation_strings":["Key Laboratory of Electronic Information Countermeasure and Simulation Technology of Ministry of Education, School of Electronic Engineering, Xidian University, Xi\u2019an 710071, China","Key Laboratory of Electronic Information Countermeasure and Simulation Technology of Ministry of Education, School of Electronic Engineering, Xidian University, Xi'an 710071, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Electronic Information Countermeasure and Simulation Technology of Ministry of Education, School of Electronic Engineering, Xidian University, Xi\u2019an 710071, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Key Laboratory of Electronic Information Countermeasure and Simulation Technology of Ministry of Education, School of Electronic Engineering, Xidian University, Xi'an 710071, China","institution_ids":["https://openalex.org/I149594827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5080509511"],"corresponding_institution_ids":["https://openalex.org/I149594827"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.68,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.80311073,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"14","issue":"1","first_page":"123","last_page":"123"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11038","display_name":"Advanced SAR Imaging Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9988999962806702,"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"}},{"id":"https://openalex.org/T10801","display_name":"Synthetic Aperture Radar (SAR) Applications and Techniques","score":0.9965000152587891,"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":0.7412474751472473},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6583194732666016},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5792467594146729},{"id":"https://openalex.org/keywords/spectrogram","display_name":"Spectrogram","score":0.4792254567146301},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.47849932312965393},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.47276145219802856},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.4711436331272125},{"id":"https://openalex.org/keywords/clutter","display_name":"Clutter","score":0.41862428188323975},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4178125858306885},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.330008864402771},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.2538284957408905},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14091572165489197}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7412474751472473},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6583194732666016},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5792467594146729},{"id":"https://openalex.org/C45273575","wikidata":"https://www.wikidata.org/wiki/Q578970","display_name":"Spectrogram","level":2,"score":0.4792254567146301},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.47849932312965393},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.47276145219802856},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.4711436331272125},{"id":"https://openalex.org/C132094186","wikidata":"https://www.wikidata.org/wiki/Q641585","display_name":"Clutter","level":3,"score":0.41862428188323975},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4178125858306885},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.330008864402771},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.2538284957408905},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14091572165489197},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs14010123","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14010123","pdf_url":"https://www.mdpi.com/2072-4292/14/1/123/pdf?version=1640694718","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:5f0a6daeb93e45a68ad6022b9c557912","is_oa":true,"landing_page_url":"https://doaj.org/article/5f0a6daeb93e45a68ad6022b9c557912","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-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 1, p 123 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/14/1/123/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs14010123","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; Volume 14; Issue 1; Pages: 123","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs14010123","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14010123","pdf_url":"https://www.mdpi.com/2072-4292/14/1/123/pdf?version=1640694718","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":[],"awards":[{"id":"https://openalex.org/G1132603246","display_name":null,"funder_award_id":"61801347, 61801344, 62001350","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7989269549","display_name":null,"funder_award_id":"2017M613076 2016M602775 2020M673346","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"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":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4200581268.pdf","grobid_xml":"https://content.openalex.org/works/W4200581268.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W232528759","https://openalex.org/W1224644281","https://openalex.org/W1528920479","https://openalex.org/W2022167766","https://openalex.org/W2032548678","https://openalex.org/W2055590061","https://openalex.org/W2071472167","https://openalex.org/W2122292214","https://openalex.org/W2137449759","https://openalex.org/W2145377288","https://openalex.org/W2149711710","https://openalex.org/W2153594606","https://openalex.org/W2157770256","https://openalex.org/W2165913693","https://openalex.org/W2207110500","https://openalex.org/W2261451947","https://openalex.org/W2281286115","https://openalex.org/W2329339966","https://openalex.org/W2343534098","https://openalex.org/W2428160696","https://openalex.org/W2465655126","https://openalex.org/W2531174837","https://openalex.org/W2611175729","https://openalex.org/W2784332378","https://openalex.org/W2789436454","https://openalex.org/W2911062124","https://openalex.org/W2952340467","https://openalex.org/W3000675406","https://openalex.org/W3003598450","https://openalex.org/W3025220697","https://openalex.org/W3048658198","https://openalex.org/W3108630544","https://openalex.org/W3114558802","https://openalex.org/W3135759753","https://openalex.org/W3136270431","https://openalex.org/W3204626478","https://openalex.org/W4200030188"],"related_works":["https://openalex.org/W2530685530","https://openalex.org/W4375868962","https://openalex.org/W2011227383","https://openalex.org/W2088854863","https://openalex.org/W4402568167","https://openalex.org/W2942893872","https://openalex.org/W3179495260","https://openalex.org/W1976719989","https://openalex.org/W3127543252","https://openalex.org/W2065606036"],"abstract_inverted_index":{"In":[0,21],"the":[1,55,65,96,122,128,140,149,163,172,176,187,192],"field":[2],"of":[3,57,99,115,152,175,191],"target":[4,10,92],"classification,":[5],"detecting":[6],"a":[7,19,71,80,106],"ground":[8,90,100,116],"moving":[9,91,101,117],"that":[11],"is":[12,108,178],"easily":[13],"covered":[14],"in":[15],"clutter":[16],"has":[17],"been":[18],"challenge.":[20],"addition,":[22],"traditional":[23],"feature":[24,51],"extraction":[25],"techniques":[26],"and":[27,36,119,154,189],"classification":[28,93,129,173],"methods":[29,47],"usually":[30],"rely":[31],"on":[32,183],"strong":[33],"subjective":[34],"factors":[35],"prior":[37],"knowledge,":[38],"which":[39,60],"affect":[40],"their":[41],"generalization":[42,170],"capacity.":[43],"Most":[44],"existing":[45],"deep-learning-based":[46],"suffer":[48],"from":[49],"insufficient":[50],"learning":[52],"due":[53],"to":[54,68,70,110,126,138,147,162],"lack":[56],"data":[58],"samples,":[59,143],"makes":[61],"it":[62],"difficult":[63],"for":[64,89],"training":[66],"process":[67],"converge":[69],"steady-state.":[72],"To":[73],"overcome":[74],"these":[75],"limitations,":[76],"this":[77],"paper":[78],"proposes":[79],"Wasserstein":[81],"generative":[82],"adversarial":[83],"network":[84],"(WGAN)":[85],"sample":[86,123],"enhancement":[87],"method":[88],"(GMT-WGAN).":[94],"First,":[95],"micro-Doppler":[97],"characteristics":[98],"targets":[102,118],"are":[103,136],"analyzed.":[104],"Next,":[105],"WGAN":[107],"constructed":[109],"generate":[111],"effective":[112],"time\u2013frequency":[113],"images":[114],"thereby":[120],"enrich":[121],"database":[124],"used":[125],"train":[127],"network.":[130],"Then,":[131],"image":[132],"quality":[133],"evaluation":[134],"indexes":[135],"introduced":[137],"evaluate":[139],"generated":[141,153],"spectrogram":[142],"with":[144,168],"an":[145],"aim":[146],"verify":[148],"distribution":[150],"similarity":[151],"real":[155],"samples.":[156],"Afterward,":[157],"by":[158],"feeding":[159],"augmented":[160],"samples":[161],"deep":[164],"convolutional":[165],"neural":[166],"networks":[167],"good":[169],"capacity,":[171],"performance":[174],"GMT-WGAN":[177],"improved.":[179],"Finally,":[180],"experiments":[181],"conducted":[182],"different":[184],"datasets":[185],"validate":[186],"effectiveness":[188],"robustness":[190],"proposed":[193],"method.":[194]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2021-12-31T00:00:00"}
