{"id":"https://openalex.org/W4402261964","doi":"https://doi.org/10.1109/igarss53475.2024.10642664","title":"Class-Incremental SAR Obeject Detection Via Adaptive Distributed Response Distillation","display_name":"Class-Incremental SAR Obeject Detection Via Adaptive Distributed Response Distillation","publication_year":2024,"publication_date":"2024-07-07","ids":{"openalex":"https://openalex.org/W4402261964","doi":"https://doi.org/10.1109/igarss53475.2024.10642664"},"language":"en","primary_location":{"id":"doi:10.1109/igarss53475.2024.10642664","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss53475.2024.10642664","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2024 - 2024 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/A5107953382","display_name":"Jingyu Li","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":"Jingyu Li","raw_affiliation_strings":["University of Electronic Science and Technology of China,School of Information and Communication,Chengdu"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,School of Information and Communication,Chengdu","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019411747","display_name":"Zongjie Cao","orcid":"https://orcid.org/0000-0002-0117-9087"},"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":"Zongjie Cao","raw_affiliation_strings":["University of Electronic Science and Technology of China,School of Information and Communication,Chengdu"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,School of Information and Communication,Chengdu","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008423869","display_name":"Quan Gan","orcid":"https://orcid.org/0000-0003-4612-2268"},"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":"Quan Gan","raw_affiliation_strings":["University of Electronic Science and Technology of China,School of Information and Communication,Chengdu"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,School of Information and Communication,Chengdu","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100699822","display_name":"Yu Tian","orcid":"https://orcid.org/0009-0009-9693-0950"},"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":"Yu Tian","raw_affiliation_strings":["University of Electronic Science and Technology of China,School of Information and Communication,Chengdu"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,School of Information and Communication,Chengdu","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061245960","display_name":"Zongyong Cui","orcid":"https://orcid.org/0000-0003-1155-786X"},"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":"Zongyong Cui","raw_affiliation_strings":["University of Electronic Science and Technology of China,School of Information and Communication,Chengdu"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,School of Information and Communication,Chengdu","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5107953382"],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07137671,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"28","issue":null,"first_page":"9922","last_page":"9925"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11038","display_name":"Advanced SAR Imaging Techniques","score":0.9979000091552734,"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":0.9979000091552734,"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":0.9897000193595886,"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"}},{"id":"https://openalex.org/T11609","display_name":"Geophysical Methods and Applications","score":0.9872000217437744,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6590979099273682},{"id":"https://openalex.org/keywords/distillation","display_name":"Distillation","score":0.5767565965652466},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5443754196166992},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33257240056991577},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.08188071846961975},{"id":"https://openalex.org/keywords/chromatography","display_name":"Chromatography","score":0.0683489441871643}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6590979099273682},{"id":"https://openalex.org/C204030448","wikidata":"https://www.wikidata.org/wiki/Q101017","display_name":"Distillation","level":2,"score":0.5767565965652466},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5443754196166992},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33257240056991577},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.08188071846961975},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0683489441871643}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss53475.2024.10642664","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss53475.2024.10642664","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2024 - 2024 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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1536680647","https://openalex.org/W2559655401","https://openalex.org/W2962966271","https://openalex.org/W2963351448","https://openalex.org/W3033996275","https://openalex.org/W3118944910","https://openalex.org/W3167554914","https://openalex.org/W4212774754","https://openalex.org/W4226029051","https://openalex.org/W6620707391","https://openalex.org/W6760424586","https://openalex.org/W6779586474"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"In":[0],"the":[1,20,30,56,66,81,97],"task":[2],"of":[3,32,68],"class-incremental":[4],"learning":[5,12],"in":[6,92],"SAR":[7],"object":[8],"detection,":[9],"traditional":[10],"deep":[11],"training":[13],"methods":[14],"exhibit":[15],"numerous":[16],"limitations.":[17],"However,":[18],"updating":[19],"original":[21],"detection":[22,44,112],"model":[23],"with":[24],"only":[25],"new":[26],"data":[27],"leads":[28],"to":[29,96],"problem":[31],"catastrophic":[33,107],"forgetting.":[34],"To":[35],"address":[36],"these":[37],"challenges,":[38],"this":[39],"paper":[40],"proposes":[41],"an":[42],"incremental":[43],"method":[45,53,99,103],"based":[46],"on":[47,80],"adaptive":[48],"distributed":[49],"response":[50,70],"distillation.":[51],"This":[52],"effectively":[54,105],"preserves":[55],"model\u2019s":[57],"localization":[58],"and":[59,74,109],"classification":[60],"knowledge":[61],"for":[62],"old":[63],"classes":[64],"through":[65],"utilization":[67],"a":[69,89],"discreteness-based":[71],"selection":[72],"strategy":[73],"smooth":[75],"mask-weighting":[76],"mechanism.":[77],"Experimental":[78],"results":[79],"MSAR":[82],"dataset":[83],"demonstrate":[84],"that":[85],"our":[86],"approach":[87],"achieves":[88],"2.7%":[90],"increase":[91],"average":[93],"precision(AP)":[94],"compared":[95],"state-of-the-art":[98],"ERD.":[100],"The":[101],"proposed":[102],"can":[104],"mitigate":[106],"forgetting":[108],"provide":[110],"higher":[111],"accuracy.":[113]},"counts_by_year":[],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}