{"id":"https://openalex.org/W4406137710","doi":"https://doi.org/10.1109/tgrs.2025.3526644","title":"Defect Detection in Remote Sensing Satellite Images: A New Dataset and Algorithm","display_name":"Defect Detection in Remote Sensing Satellite Images: A New Dataset and Algorithm","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4406137710","doi":"https://doi.org/10.1109/tgrs.2025.3526644"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2025.3526644","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2025.3526644","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Geoscience and Remote Sensing","raw_type":"journal-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":null,"display_name":"Hengchao Hu","orcid":"https://orcid.org/0009-0001-3519-0938"},"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":"Hengchao Hu","raw_affiliation_strings":["School of Mechano-Electronic Engineering, Xidian University, Xi&#x2019;an, China","School of Mechano-electronic Engineering, Xidian University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0009-0001-3519-0938","affiliations":[{"raw_affiliation_string":"School of Mechano-Electronic Engineering, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Mechano-electronic Engineering, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Haoyu Li","orcid":"https://orcid.org/0009-0001-5532-8754"},"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":"Haoyu Li","raw_affiliation_strings":["School of Artificial Intelligence, Xidian University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0009-0001-5532-8754","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112614945","display_name":"Jupo Ma","orcid":"https://orcid.org/0009-0009-3631-7177"},"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":"Jupo Ma","raw_affiliation_strings":["School of Artificial Intelligence, Xidian University, Xi&#x2019;an, China","Pazhou Lab, Huangpu, China"],"raw_orcid":"https://orcid.org/0009-0009-3631-7177","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Pazhou Lab, Huangpu, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100341315","display_name":"Qi Wang","orcid":"https://orcid.org/0000-0002-6749-2965"},"institutions":[{"id":"https://openalex.org/I4210092591","display_name":"China Centre for Resources Satellite Data and Application","ror":"https://ror.org/00ft0fw96","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210092591"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Wang","raw_affiliation_strings":["China Centre for Resources Satellite Data and Application, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-6749-2965","affiliations":[{"raw_affiliation_string":"China Centre for Resources Satellite Data and Application, Beijing, China","institution_ids":["https://openalex.org/I4210092591"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011899531","display_name":"Yuanshi Zheng","orcid":"https://orcid.org/0000-0002-1143-2509"},"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":"Yuanshi Zheng","raw_affiliation_strings":["School of Mechano-Electronic Engineering, Xidian University, Xi&#x2019;an, China","School of Mechano-electronic Engineering, Xidian University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0002-1143-2509","affiliations":[{"raw_affiliation_string":"School of Mechano-Electronic Engineering, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Mechano-electronic Engineering, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074780876","display_name":"Jinjian Wu","orcid":"https://orcid.org/0000-0001-7501-0009"},"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":"Jinjian Wu","raw_affiliation_strings":["School of Artificial Intelligence, Xidian University, Xi&#x2019;an, China","Pazhou Lab, Huangpu, China"],"raw_orcid":"https://orcid.org/0000-0001-7501-0009","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Pazhou Lab, Huangpu, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00159283,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"63","issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.986299991607666,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.986299991607666,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9538999795913696,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9257000088691711,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.7550402283668518},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5715620517730713},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.5697401762008667},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.363777756690979},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3541313409805298},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32995739579200745},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.23727893829345703},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.10941538214683533}],"concepts":[{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.7550402283668518},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5715620517730713},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.5697401762008667},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.363777756690979},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3541313409805298},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32995739579200745},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.23727893829345703},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10941538214683533},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2025.3526644","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2025.3526644","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Geoscience and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1844829792","display_name":null,"funder_award_id":"2024JC-YBQN-0627","funder_id":"https://openalex.org/F4320336567","funder_display_name":"Natural Science Basic Research Program of Shaanxi Province"},{"id":"https://openalex.org/G6689628257","display_name":null,"funder_award_id":"2024M762555","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"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":67,"referenced_works":["https://openalex.org/W625827677","https://openalex.org/W1532330336","https://openalex.org/W1985841051","https://openalex.org/W1997887332","https://openalex.org/W2063605520","https://openalex.org/W2082590963","https://openalex.org/W2095483845","https://openalex.org/W2108598243","https://openalex.org/W2113199901","https://openalex.org/W2141954338","https://openalex.org/W2194775991","https://openalex.org/W2401246392","https://openalex.org/W2584156879","https://openalex.org/W2600006874","https://openalex.org/W2752782242","https://openalex.org/W2807021761","https://openalex.org/W2809583854","https://openalex.org/W2810069315","https://openalex.org/W2914757358","https://openalex.org/W2921315491","https://openalex.org/W2927122915","https://openalex.org/W2946072066","https://openalex.org/W2962946486","https://openalex.org/W2963446712","https://openalex.org/W2964015378","https://openalex.org/W3018757597","https://openalex.org/W3024007459","https://openalex.org/W3028306149","https://openalex.org/W3032183435","https://openalex.org/W3039086093","https://openalex.org/W3047443805","https://openalex.org/W3080181119","https://openalex.org/W3080321686","https://openalex.org/W3080911033","https://openalex.org/W3113299742","https://openalex.org/W3118957360","https://openalex.org/W3119729445","https://openalex.org/W3130494073","https://openalex.org/W3131500599","https://openalex.org/W3134057914","https://openalex.org/W3155649272","https://openalex.org/W3157490352","https://openalex.org/W3159493336","https://openalex.org/W3196815773","https://openalex.org/W3217062060","https://openalex.org/W4200068521","https://openalex.org/W4210934891","https://openalex.org/W4213073251","https://openalex.org/W4224027459","https://openalex.org/W4226285265","https://openalex.org/W4246193833","https://openalex.org/W4285246187","https://openalex.org/W4285273139","https://openalex.org/W4307085110","https://openalex.org/W4310494058","https://openalex.org/W4312944864","https://openalex.org/W4317877833","https://openalex.org/W4376851076","https://openalex.org/W4382657761","https://openalex.org/W4390604570","https://openalex.org/W4391341554","https://openalex.org/W4391936056","https://openalex.org/W4391947454","https://openalex.org/W4391953404","https://openalex.org/W4393103503","https://openalex.org/W6631190155","https://openalex.org/W6637373629"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Satellite":[0],"observation":[1],"is":[2,39],"an":[3],"important":[4],"way":[5],"to":[6,12,41,45,140,176],"understand":[7],"the":[8,13,25,47,52,86,142,159,171,184,188,195],"earth.":[9],"However,":[10],"due":[11],"problems":[14],"such":[15,76],"as":[16,77],"satellite":[17,55],"aging,":[18],"cloud":[19,78],"obstruction,":[20],"and":[21,27,50,79,117,124,162,198],"other":[22],"interferences":[23],"during":[24],"imaging":[26,48],"transmission":[28],"process,":[29],"remote":[30,63],"sensing":[31,64],"images":[32,65],"inevitably":[33],"produce":[34],"various":[35,113],"defects.":[36],"Hence,":[37],"it":[38],"necessary":[40],"quickly":[42],"detect":[43],"defects":[44,175],"calibrate":[46],"system":[49],"avoid":[51],"waste":[53],"of":[54,144,174,190],"resource.":[56],"Current":[57],"researches":[58],"on":[59,72,158,183],"defect":[60,74,115,146,179],"detection":[61,94,143],"in":[62,136],"are":[66],"not":[67],"comprehensive,":[68],"which":[69,132,168],"only":[70],"focus":[71],"partial":[73],"categories,":[75],"stripe.":[80],"To":[81],"this":[82],"end,":[83],"we":[84,149],"construct":[85],"first":[87],"large-scale":[88],"High-resolution":[89],"Remote":[90],"Sensing":[91],"image":[92,120,166],"Defect":[93],"dataset":[95,99,127,186,197],"(HRSD).":[96],"The":[97,126],"proposed":[98],"contains":[100],"more":[101],"than":[102],"1.2":[103],"million":[104],"manually":[105],"annotated":[106],"patches":[107],"from":[108],"eight":[109],"different":[110,134],"satellites,":[111],"covering":[112],"common":[114],"categories":[116,147],"including":[118],"multiple":[119,137,145],"modalities":[121],"(i.e.,":[122],"panchromatic":[123],"multispectral).":[125],"also":[128],"has":[129],"rich":[130],"diversity":[131],"covers":[133],"landforms":[135],"regions.":[138],"Furthermore,":[139],"realize":[141],"simultaneously,":[148],"design":[150],"a":[151],"feature":[152],"aggregation":[153],"graph":[154],"network":[155],"(FAGN)":[156],"based":[157],"position":[160],"correlation":[161],"semantic":[163],"similarity":[164],"among":[165],"patches,":[167],"fully":[169],"utilizes":[170],"distribution":[172],"characteristics":[173],"achieve":[177],"accurate":[178],"detection.":[180],"Extensive":[181],"experiments":[182],"HRSD":[185,196],"demonstrated":[187],"effectiveness":[189],"FAGN.":[191],"We":[192],"will":[193],"release":[194],"FAGN":[199],"model":[200],"later.":[201]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
