{"id":"https://openalex.org/W4312172681","doi":"https://doi.org/10.3390/rs15010045","title":"A Deeply Supervised Attentive High-Resolution Network for Change Detection in Remote Sensing Images","display_name":"A Deeply Supervised Attentive High-Resolution Network for Change Detection in Remote Sensing Images","publication_year":2022,"publication_date":"2022-12-22","ids":{"openalex":"https://openalex.org/W4312172681","doi":"https://doi.org/10.3390/rs15010045"},"language":"en","primary_location":{"id":"doi:10.3390/rs15010045","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15010045","pdf_url":"https://www.mdpi.com/2072-4292/15/1/45/pdf?version=1672982270","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/2072-4292/15/1/45/pdf?version=1672982270","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101496505","display_name":"Jinming Wu","orcid":"https://orcid.org/0000-0002-4223-7183"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]},{"id":"https://openalex.org/I4210111959","display_name":"Shanghai Advanced Research Institute","ror":"https://ror.org/02br7py06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210111959"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinming Wu","raw_affiliation_strings":["Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai 201210, China","University of Chinese Academy of Sciences, Beijing 100049, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai 201210, China","institution_ids":["https://openalex.org/I4210111959","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing 100049, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016131738","display_name":"Chunhui Xie","orcid":"https://orcid.org/0009-0002-6383-3942"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210111959","display_name":"Shanghai Advanced Research Institute","ror":"https://ror.org/02br7py06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210111959"]},{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunhui Xie","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University, Shanghai 201210, China","Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai 201210, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University, Shanghai 201210, China","institution_ids":["https://openalex.org/I30809798"]},{"raw_affiliation_string":"Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai 201210, China","institution_ids":["https://openalex.org/I4210111959","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050655374","display_name":"Zuxi Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]},{"id":"https://openalex.org/I4210111959","display_name":"Shanghai Advanced Research Institute","ror":"https://ror.org/02br7py06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210111959"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zuxi Zhang","raw_affiliation_strings":["Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai 201210, China","University of Chinese Academy of Sciences, Beijing 100049, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai 201210, China","institution_ids":["https://openalex.org/I4210111959","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing 100049, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008104165","display_name":"Yongxin Zhu","orcid":"https://orcid.org/0009-0006-0911-4882"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210111959","display_name":"Shanghai Advanced Research Institute","ror":"https://ror.org/02br7py06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210111959"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yongxin Zhu","raw_affiliation_strings":["Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai 201210, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai 201210, China","institution_ids":["https://openalex.org/I4210111959","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5008104165"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210111959"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.4301,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.83760684,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"15","issue":"1","first_page":"45","last_page":"45"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9998999834060669,"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/T13890","display_name":"Remote Sensing and Land Use","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9649999737739563,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8213450312614441},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.7925511598587036},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6979612112045288},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6326413154602051},{"id":"https://openalex.org/keywords/change-detection","display_name":"Change detection","score":0.6298282146453857},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5792651176452637},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5178351998329163},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5026435852050781},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.47123584151268005},{"id":"https://openalex.org/keywords/high-resolution","display_name":"High resolution","score":0.4629986882209778},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.42727115750312805},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.42079484462738037},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3586256802082062},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.05049806833267212}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8213450312614441},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.7925511598587036},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6979612112045288},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6326413154602051},{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.6298282146453857},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5792651176452637},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5178351998329163},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5026435852050781},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.47123584151268005},{"id":"https://openalex.org/C3020199158","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"High resolution","level":2,"score":0.4629986882209778},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.42727115750312805},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.42079484462738037},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3586256802082062},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.05049806833267212},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs15010045","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15010045","pdf_url":"https://www.mdpi.com/2072-4292/15/1/45/pdf?version=1672982270","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:6c556be1051a464584b3a2857986d558","is_oa":true,"landing_page_url":"https://doaj.org/article/6c556be1051a464584b3a2857986d558","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 15, Iss 1, p 45 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/15/1/45/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs15010045","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 15; Issue 1; Pages: 45","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs15010045","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15010045","pdf_url":"https://www.mdpi.com/2072-4292/15/1/45/pdf?version=1672982270","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":[{"score":0.7400000095367432,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4312172681.pdf","grobid_xml":"https://content.openalex.org/works/W4312172681.grobid-xml"},"referenced_works_count":58,"referenced_works":["https://openalex.org/W1836465849","https://openalex.org/W1901129140","https://openalex.org/W1998595580","https://openalex.org/W2006383776","https://openalex.org/W2015780366","https://openalex.org/W2036798369","https://openalex.org/W2051511560","https://openalex.org/W2076576187","https://openalex.org/W2132222679","https://openalex.org/W2134969826","https://openalex.org/W2138621090","https://openalex.org/W2154451793","https://openalex.org/W2194775991","https://openalex.org/W2531409750","https://openalex.org/W2540777836","https://openalex.org/W2564140372","https://openalex.org/W2805152403","https://openalex.org/W2884276099","https://openalex.org/W2884585870","https://openalex.org/W2891248708","https://openalex.org/W2896092083","https://openalex.org/W2896365540","https://openalex.org/W2945618709","https://openalex.org/W2945742768","https://openalex.org/W2951991161","https://openalex.org/W2956155605","https://openalex.org/W2962858109","https://openalex.org/W2963495494","https://openalex.org/W2963512387","https://openalex.org/W2967626412","https://openalex.org/W3000451586","https://openalex.org/W3004423752","https://openalex.org/W3009942016","https://openalex.org/W3012456963","https://openalex.org/W3014641072","https://openalex.org/W3027225766","https://openalex.org/W3036453075","https://openalex.org/W3048064159","https://openalex.org/W3099503507","https://openalex.org/W3099831940","https://openalex.org/W3104899156","https://openalex.org/W3120467244","https://openalex.org/W3130754787","https://openalex.org/W3137391901","https://openalex.org/W3152747703","https://openalex.org/W3164715703","https://openalex.org/W3176330035","https://openalex.org/W3187748454","https://openalex.org/W3194968429","https://openalex.org/W3195032332","https://openalex.org/W3204841830","https://openalex.org/W4214598159","https://openalex.org/W4224882649","https://openalex.org/W4289085709","https://openalex.org/W4312549298","https://openalex.org/W6682889407","https://openalex.org/W6790731625","https://openalex.org/W6797500923"],"related_works":["https://openalex.org/W2965546495","https://openalex.org/W4389116644","https://openalex.org/W2153315159","https://openalex.org/W3103844505","https://openalex.org/W259157601","https://openalex.org/W4205463238","https://openalex.org/W2761785940","https://openalex.org/W2378211422","https://openalex.org/W2110523656","https://openalex.org/W1482209366"],"abstract_inverted_index":{"Change":[0],"detection":[1],"(CD)":[2],"is":[3,64,89,119],"a":[4,57,75,114,145],"crucial":[5],"task":[6],"in":[7,41,111],"remote":[8,67],"sensing":[9,68],"(RS)":[10],"to":[11,36,79,91,98,121],"distinguish":[12],"surface":[13],"changes":[14,40],"from":[15,46,83],"bitemporal":[16,84],"images.":[17],"Recently,":[18],"deep":[19],"learning":[20],"(DL)":[21],"based":[22],"methods":[23,33],"have":[24],"achieved":[25],"remarkable":[26],"success":[27],"for":[28,66],"CD.":[29],"However,":[30],"the":[31,102,136],"existing":[32],"lack":[34],"robustness":[35],"various":[37],"kinds":[38],"of":[39,48],"RS":[42],"images,":[43],"which":[44],"suffered":[45],"problems":[47],"feature":[49,100],"misalignment":[50],"and":[51,94,143,150],"inefficient":[52],"supervision.":[53],"In":[54],"this":[55],"paper,":[56],"deeply":[58,116],"supervised":[59,117],"attentive":[60],"high-resolution":[61],"network":[62],"(DSAHRNet)":[63],"proposed":[65,137],"image":[69],"change":[70,81],"detection.":[71],"First,":[72],"we":[73],"design":[74],"spatial-channel":[76],"attention":[77,87],"module":[78,88,118],"decode":[80],"information":[82],"features.":[85,125],"The":[86],"able":[90],"model":[92],"spatial-wise":[93],"channel-wise":[95],"contexts.":[96],"Second,":[97],"reduce":[99],"misalignment,":[101],"extracted":[103],"features":[104],"are":[105],"refined":[106],"by":[107],"stacked":[108],"convolutional":[109],"blocks":[110],"parallel.":[112],"Finally,":[113],"novel":[115],"introduced":[120],"generate":[122],"more":[123],"discriminative":[124],"Extensive":[126],"experimental":[127],"results":[128],"on":[129],"three":[130],"challenging":[131],"benchmark":[132],"datasets":[133],"demonstrate":[134],"that":[135],"DSAHRNet":[138],"outperforms":[139],"other":[140],"state-of-the-art":[141],"methods,":[142],"achieves":[144],"great":[146],"trade-off":[147],"between":[148],"performance":[149],"complexity.":[151]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2023-01-04T00:00:00"}
