{"id":"https://openalex.org/W3194531425","doi":"https://doi.org/10.1109/tip.2021.3104179","title":"Rotation Awareness Based Self-Supervised Learning for SAR Target Recognition With Limited Training Samples","display_name":"Rotation Awareness Based Self-Supervised Learning for SAR Target Recognition With Limited Training Samples","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3194531425","doi":"https://doi.org/10.1109/tip.2021.3104179","mag":"3194531425","pmid":"https://pubmed.ncbi.nlm.nih.gov/34403341"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2021.3104179","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2021.3104179","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Image Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5030436858","display_name":"Zaidao Wen","orcid":null},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zaidao Wen","raw_affiliation_strings":["Key Laboratory of Information Fusion Technology, Ministry of Education, Northwestern Polytechnical University, Xi\u2019an, China","Key Laboratory of Information Fusion Technology, Ministry of Education, Northwestern Polytechnical University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Information Fusion Technology, Ministry of Education, Northwestern Polytechnical University, Xi\u2019an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Key Laboratory of Information Fusion Technology, Ministry of Education, Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038197310","display_name":"Zhunga Liu","orcid":"https://orcid.org/0000-0001-7144-7449"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhunga Liu","raw_affiliation_strings":["Key Laboratory of Information Fusion Technology, Ministry of Education, Northwestern Polytechnical University, Xi\u2019an, China","Key Laboratory of Information Fusion Technology, Ministry of Education, Northwestern Polytechnical University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Information Fusion Technology, Ministry of Education, Northwestern Polytechnical University, Xi\u2019an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Key Laboratory of Information Fusion Technology, Ministry of Education, Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100633041","display_name":"Shuai Zhang","orcid":"https://orcid.org/0000-0003-2750-114X"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuai Zhang","raw_affiliation_strings":["Key Laboratory of Information Fusion Technology, Ministry of Education, Northwestern Polytechnical University, Xi\u2019an, China","Key Laboratory of Information Fusion Technology, Ministry of Education, Northwestern Polytechnical University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Information Fusion Technology, Ministry of Education, Northwestern Polytechnical University, Xi\u2019an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Key Laboratory of Information Fusion Technology, Ministry of Education, Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108517562","display_name":"Quan Pan","orcid":"https://orcid.org/0000-0001-8162-2896"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Quan Pan","raw_affiliation_strings":["Key Laboratory of Information Fusion Technology, Ministry of Education, Northwestern Polytechnical University, Xi\u2019an, China","Key Laboratory of Information Fusion Technology, Ministry of Education, Northwestern Polytechnical University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Information Fusion Technology, Ministry of Education, Northwestern Polytechnical University, Xi\u2019an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Key Laboratory of Information Fusion Technology, Ministry of Education, Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5030436858"],"corresponding_institution_ids":["https://openalex.org/I17145004"],"apc_list":null,"apc_paid":null,"fwci":63.4898,"has_fulltext":false,"cited_by_count":81,"citation_normalized_percentile":{"value":0.99832957,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"30","issue":null,"first_page":"7266","last_page":"7279"},"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":0.9990000128746033,"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":0.9968000054359436,"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/automatic-target-recognition","display_name":"Automatic target recognition","score":0.7555966377258301},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7535520195960999},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7525487542152405},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.721582293510437},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6059322357177734},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5824207663536072},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5096023082733154},{"id":"https://openalex.org/keywords/rotation","display_name":"Rotation (mathematics)","score":0.5032441020011902},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.49258953332901},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.491879940032959},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.446300745010376},{"id":"https://openalex.org/keywords/target-acquisition","display_name":"Target acquisition","score":0.4341466426849365},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.42818203568458557},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3889160454273224},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11511102318763733}],"concepts":[{"id":"https://openalex.org/C117623542","wikidata":"https://www.wikidata.org/wiki/Q621974","display_name":"Automatic target recognition","level":3,"score":0.7555966377258301},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7535520195960999},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7525487542152405},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.721582293510437},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6059322357177734},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5824207663536072},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5096023082733154},{"id":"https://openalex.org/C74050887","wikidata":"https://www.wikidata.org/wiki/Q848368","display_name":"Rotation (mathematics)","level":2,"score":0.5032441020011902},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.49258953332901},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.491879940032959},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.446300745010376},{"id":"https://openalex.org/C2779726219","wikidata":"https://www.wikidata.org/wiki/Q7685884","display_name":"Target acquisition","level":2,"score":0.4341466426849365},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.42818203568458557},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3889160454273224},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11511102318763733},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011825","descriptor_name":"Radar","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011825","descriptor_name":"Radar","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011825","descriptor_name":"Radar","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012399","descriptor_name":"Rotation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012399","descriptor_name":"Rotation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012399","descriptor_name":"Rotation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tip.2021.3104179","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2021.3104179","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Image Processing","raw_type":"journal-article"},{"id":"pmid:34403341","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34403341","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on image processing : a publication of the IEEE Signal Processing Society","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3123888409","display_name":null,"funder_award_id":"2020JQ-196","funder_id":"https://openalex.org/F4320336567","funder_display_name":"Natural Science Basic Research Program of Shaanxi Province"},{"id":"https://openalex.org/G5815718307","display_name":null,"funder_award_id":"61806165","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6200837767","display_name":null,"funder_award_id":"61790552","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6397819278","display_name":null,"funder_award_id":"U20B2067","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320336567","display_name":"Natural Science Basic Research Program of Shaanxi Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":69,"referenced_works":["https://openalex.org/W297039922","https://openalex.org/W605134835","https://openalex.org/W1506806321","https://openalex.org/W1963932623","https://openalex.org/W1975868529","https://openalex.org/W1984190176","https://openalex.org/W2010853190","https://openalex.org/W2038501427","https://openalex.org/W2065337811","https://openalex.org/W2095705004","https://openalex.org/W2097117768","https://openalex.org/W2124014399","https://openalex.org/W2135003436","https://openalex.org/W2138287042","https://openalex.org/W2140047655","https://openalex.org/W2140262144","https://openalex.org/W2149918662","https://openalex.org/W2154610955","https://openalex.org/W2157785665","https://openalex.org/W2279221249","https://openalex.org/W2290480450","https://openalex.org/W2292481059","https://openalex.org/W2410591237","https://openalex.org/W2461228296","https://openalex.org/W2466539075","https://openalex.org/W2487442924","https://openalex.org/W2521772843","https://openalex.org/W2523772278","https://openalex.org/W2536954809","https://openalex.org/W2549139847","https://openalex.org/W2597000936","https://openalex.org/W2604973793","https://openalex.org/W2609116098","https://openalex.org/W2611077843","https://openalex.org/W2615263668","https://openalex.org/W2752788177","https://openalex.org/W2767966434","https://openalex.org/W2771429811","https://openalex.org/W2773828237","https://openalex.org/W2785325870","https://openalex.org/W2799991397","https://openalex.org/W2805508018","https://openalex.org/W2807754035","https://openalex.org/W2883279772","https://openalex.org/W2889149612","https://openalex.org/W2899757317","https://openalex.org/W2913651928","https://openalex.org/W2914913933","https://openalex.org/W2962703703","https://openalex.org/W2963420272","https://openalex.org/W2963423708","https://openalex.org/W2963703618","https://openalex.org/W2963901342","https://openalex.org/W2964191639","https://openalex.org/W2988415141","https://openalex.org/W3006282673","https://openalex.org/W3008051686","https://openalex.org/W3016219971","https://openalex.org/W3023371261","https://openalex.org/W3100826576","https://openalex.org/W4297688279","https://openalex.org/W4298054173","https://openalex.org/W6674330103","https://openalex.org/W6682713193","https://openalex.org/W6694954494","https://openalex.org/W6743446608","https://openalex.org/W6747899497","https://openalex.org/W6752772801","https://openalex.org/W6759108628"],"related_works":["https://openalex.org/W3137365474","https://openalex.org/W2784759481","https://openalex.org/W3038591045","https://openalex.org/W2053024573","https://openalex.org/W2106749053","https://openalex.org/W2773828237","https://openalex.org/W4380446815","https://openalex.org/W2945014618","https://openalex.org/W2045526238","https://openalex.org/W3133339891"],"abstract_inverted_index":{"The":[0],"scattering":[1],"signatures":[2],"of":[3,60,75,122,166,181,199,221],"a":[4,39,46,109,123,143,157],"synthetic":[5],"aperture":[6],"radar":[7],"(SAR)":[8],"target":[9,31,173,190],"image":[10,29],"will":[11,83,211],"be":[12],"highly":[13],"sensitive":[14],"to":[15,70,117,132,148,160,176],"different":[16,89],"azimuth":[17],"angles/poses,":[18],"which":[19,113],"aggravates":[20],"the":[21,58,72,97,105,119,133,162,178,182,197,214,219],"demand":[22],"for":[23,54],"training":[24,62,224],"samples":[25,225],"in":[26,168,218],"learning-based":[27],"SAR":[28,37,55,207],"automatic":[30],"recognition":[32,174,193,215],"(ATR)":[33],"algorithms,":[34,209],"and":[35,126,145,153,188,192],"makes":[36,114],"ATR":[38,56,208],"more":[40],"challenging":[41],"task.":[42],"This":[43],"paper":[44],"develops":[45],"novel":[47,110],"rotation":[48,151],"awareness-based":[49],"learning":[50,144],"framework":[51],"termed":[52],"RotANet":[53,115,167,210],"under":[57],"condition":[59],"limited":[61,223],"samples.":[63],"First,":[64],"we":[65,107],"propose":[66],"an":[67,171],"encoding":[68],"scheme":[69],"characterize":[71],"rotational":[73,90,120],"pattern":[74,121],"pose":[76],"variations":[77],"among":[78,101],"intra-class":[79],"targets.":[80],"These":[81],"targets":[82],"constitute":[84],"several":[85],"ordered":[86],"sequences":[87,103],"with":[88,170,204],"patterns":[91],"via":[92],"permutations.":[93],"By":[94],"further":[95],"exploiting":[96],"intrinsic":[98],"relation":[99],"constraints":[100],"these":[102],"as":[104,156],"supervision,":[106],"develop":[108],"self-supervised":[111],"task":[112,140,175],"learn":[116],"predict":[118],"baseline":[124],"sequence":[125],"then":[127],"autonomously":[128],"generalize":[129],"this":[130,139],"ability":[131,180],"others":[134],"without":[135,226],"external":[136],"supervision.":[137],"Therefore,":[138],"essentially":[141],"contains":[142],"self-validation":[146],"process":[147],"achieve":[149],"human-like":[150],"awareness,":[152],"it":[154],"serves":[155],"task-induced":[158],"prior":[159],"regularize":[161],"learned":[163],"feature":[164],"domain":[165],"conjunction":[169],"individual":[172],"improve":[177,213],"generalization":[179],"features.":[183],"Extensive":[184],"experiments":[185],"on":[186],"moving":[187],"stationary":[189],"acquisition":[191],"benchmark":[194],"database":[195],"demonstrate":[196],"effectiveness":[198],"our":[200],"proposed":[201],"framework.":[202],"Compared":[203],"other":[205,229],"state-of-the-art":[206],"remarkably":[212],"accuracy":[216],"especially":[217],"case":[220],"very":[222],"performing":[227],"any":[228],"data":[230],"augmentation":[231],"strategy.":[232]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":25},{"year":2023,"cited_by_count":21},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-11T08:14:18.477133","created_date":"2025-10-10T00:00:00"}