{"id":"https://openalex.org/W4392980164","doi":"https://doi.org/10.1109/jstars.2024.3379565","title":"Progressive Difference Amplification Network With Edge Sensitivity for Remote Sensing Image Change Detection","display_name":"Progressive Difference Amplification Network With Edge Sensitivity for Remote Sensing Image Change Detection","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4392980164","doi":"https://doi.org/10.1109/jstars.2024.3379565"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2024.3379565","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3379565","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10476649.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10476649.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007977404","display_name":"Yi Liang","orcid":"https://orcid.org/0000-0002-8286-283X"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yi Liang","raw_affiliation_strings":["Faculty of Control Science and Engineering, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0002-8286-283X","affiliations":[{"raw_affiliation_string":"Faculty of Control Science and Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023067513","display_name":"Xinghan Xu","orcid":"https://orcid.org/0000-0003-3159-334X"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinghan Xu","raw_affiliation_strings":["Faculty of Infrastructure Engineering, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0003-3159-334X","affiliations":[{"raw_affiliation_string":"Faculty of Infrastructure Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015457299","display_name":"Chengkun Zhang","orcid":"https://orcid.org/0000-0002-3188-6583"},"institutions":[{"id":"https://openalex.org/I116265982","display_name":"Qinghai University","ror":"https://ror.org/05h33bt13","country_code":"CN","type":"education","lineage":["https://openalex.org/I116265982"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengkun Zhang","raw_affiliation_strings":["Intelligent Computing and Application Laboratory of Qinghai Province, Qinghai University, Xining, China"],"raw_orcid":"https://orcid.org/0000-0002-3188-6583","affiliations":[{"raw_affiliation_string":"Intelligent Computing and Application Laboratory of Qinghai Province, Qinghai University, Xining, China","institution_ids":["https://openalex.org/I116265982"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100425083","display_name":"Jianwei Liu","orcid":"https://orcid.org/0000-0001-5425-483X"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianwei Liu","raw_affiliation_strings":["Faculty of Infrastructure Engineering, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0001-5425-483X","affiliations":[{"raw_affiliation_string":"Faculty of Infrastructure Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065269154","display_name":"Deyi Wang","orcid":"https://orcid.org/0000-0002-4987-0475"},"institutions":[{"id":"https://openalex.org/I4210100872","display_name":"Guangzhou Academy of Special Equipment Inspection and Testing","ror":"https://ror.org/012pz7r49","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210100872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Deyi Wang","raw_affiliation_strings":["Faculty of Electronics and Communications, Guangdong Mechanical and Electrical Polytechnic, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-4987-0475","affiliations":[{"raw_affiliation_string":"Faculty of Electronics and Communications, Guangdong Mechanical and Electrical Polytechnic, Guangzhou, China","institution_ids":["https://openalex.org/I4210100872"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032636287","display_name":"Min Han","orcid":"https://orcid.org/0000-0002-2964-4884"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Han","raw_affiliation_strings":["Key Laboratory of Intelligent Control and Optimization for Industrial Equipment of Ministry of Education, Dalian University of Technology, Dalian, China","Key Laboratory of Intelligent Control and Optimization for Industrial Equipment of Ministry of Education, Dalian University of Technology, Liaoning, China"],"raw_orcid":"https://orcid.org/0000-0002-2964-4884","affiliations":[{"raw_affiliation_string":"Key Laboratory of Intelligent Control and Optimization for Industrial Equipment of Ministry of Education, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]},{"raw_affiliation_string":"Key Laboratory of Intelligent Control and Optimization for Industrial Equipment of Ministry of Education, Dalian University of Technology, Liaoning, China","institution_ids":["https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5007977404"],"corresponding_institution_ids":["https://openalex.org/I27357992"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":0.8825,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.75722146,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"17","issue":null,"first_page":"7695","last_page":"7709"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9991000294685364,"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":0.9991000294685364,"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":0.9868999719619751,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.984499990940094,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/change-detection","display_name":"Change detection","score":0.6434430480003357},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.6118572354316711},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5593419671058655},{"id":"https://openalex.org/keywords/edge-detection","display_name":"Edge detection","score":0.5450253486633301},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4685823619365692},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.40444910526275635},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.3154624402523041},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30990880727767944},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.27258390188217163},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.15836617350578308},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.07458251714706421},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07345166802406311}],"concepts":[{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.6434430480003357},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.6118572354316711},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5593419671058655},{"id":"https://openalex.org/C193536780","wikidata":"https://www.wikidata.org/wiki/Q1513153","display_name":"Edge detection","level":4,"score":0.5450253486633301},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4685823619365692},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.40444910526275635},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3154624402523041},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30990880727767944},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.27258390188217163},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.15836617350578308},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.07458251714706421},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07345166802406311}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2024.3379565","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3379565","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10476649.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:daea89d0d4834ef0979b0e7251a69b17","is_oa":true,"landing_page_url":"https://doaj.org/article/daea89d0d4834ef0979b0e7251a69b17","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 17, Pp 7695-7709 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2024.3379565","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3379565","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10476649.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.44999998807907104}],"awards":[{"id":"https://openalex.org/G1431638285","display_name":null,"funder_award_id":"62173063","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/F4320321630","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392980164.pdf","grobid_xml":"https://content.openalex.org/works/W4392980164.grobid-xml"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W1677182931","https://openalex.org/W2194775991","https://openalex.org/W2891248708","https://openalex.org/W2897552941","https://openalex.org/W2908320224","https://openalex.org/W2913898248","https://openalex.org/W2922034318","https://openalex.org/W2997885125","https://openalex.org/W3005440641","https://openalex.org/W3027225766","https://openalex.org/W3035502324","https://openalex.org/W3036453075","https://openalex.org/W3130754787","https://openalex.org/W3163207600","https://openalex.org/W3176330035","https://openalex.org/W3180045188","https://openalex.org/W3196294958","https://openalex.org/W4206267281","https://openalex.org/W4206591456","https://openalex.org/W4206903870","https://openalex.org/W4220756528","https://openalex.org/W4223896192","https://openalex.org/W4226305459","https://openalex.org/W4226361741","https://openalex.org/W4226537900","https://openalex.org/W4280568747","https://openalex.org/W4285276086","https://openalex.org/W4285298122","https://openalex.org/W4288901840","https://openalex.org/W4295532972","https://openalex.org/W4296138379","https://openalex.org/W4303968578","https://openalex.org/W4307771365","https://openalex.org/W4312690568","https://openalex.org/W4313306341","https://openalex.org/W4313306370","https://openalex.org/W4313350235","https://openalex.org/W4313525965","https://openalex.org/W4317033419","https://openalex.org/W4319663751","https://openalex.org/W4319865968","https://openalex.org/W4321488301","https://openalex.org/W4360930410","https://openalex.org/W4378194704","https://openalex.org/W4378697074","https://openalex.org/W4378804791","https://openalex.org/W4379033817","https://openalex.org/W4384393272","https://openalex.org/W4384787738","https://openalex.org/W4386824891","https://openalex.org/W4387197205","https://openalex.org/W4387623904","https://openalex.org/W4388206388"],"related_works":["https://openalex.org/W2315652488","https://openalex.org/W2028037572","https://openalex.org/W2039365229","https://openalex.org/W65623452","https://openalex.org/W2145843506","https://openalex.org/W4293054829","https://openalex.org/W2056407677","https://openalex.org/W2128085731","https://openalex.org/W2551441443","https://openalex.org/W2388577840"],"abstract_inverted_index":{"Capturing":[0],"finer":[1],"and":[2,36,76,154,162,177,187,198,213],"discriminative":[3],"difference":[4,51,141],"features":[5],"(DF)":[6],"is":[7,19,72,89,144,156],"key":[8,70],"to":[9,58,73,80,91,127,146],"obtaining":[10],"a":[11,49],"high-quality":[12],"change":[13],"detection":[14],"(CD)":[15],"map.":[16],"However,":[17],"there":[18],"still":[20],"significant":[21],"scope":[22],"for":[23,98],"further":[24],"study":[25],"on":[26,183,194],"fine-grained":[27],"detection,":[28],"especially":[29],"concerning":[30],"terms":[31],"of":[32,103,132,150],"improving":[33],"structural":[34,130],"integrity":[35,131],"reducing":[37],"internal":[38],"holes":[39],"or":[40],"sticking":[41],"in":[42,62,117],"DF.":[43,191],"To":[44],"this":[45],"end,":[46],"we":[47,112],"propose":[48],"progressive":[50],"amplification":[52,142],"network":[53,107,119],"(PDANet)":[54],"with":[55,108,124],"edge":[56,78,85,116,178],"sensitivity":[57,86],"detect":[59],"changed":[60,134,152],"areas":[61],"optical":[63],"remote":[64],"sensing":[65],"images":[66],"(RSI),":[67],"where":[68],"the":[69,93,99,104,114,118,125,129,133,137,140,148,151,164,174,184,188,207],"point":[71],"amplify":[74],"DF":[75,161,169],"reinforce":[77],"detail":[79],"improve":[81,128],"CD":[82,175,200,209],"accuracy.":[83],"The":[84],"encoder":[87],"(ES)":[88],"designed":[90],"capture":[92],"long-distance":[94],"dependency,":[95],"which":[96,122],"compensates":[97],"limited":[100],"receptive":[101],"fields":[102],"convolutional":[105],"neural":[106],"fixed":[109],"kernels.":[110],"Meanwhile,":[111],"introduce":[113],"prior":[115],"training":[120],"stage,":[121],"collaborates":[123],"ESE":[126],"areas.":[135],"On":[136],"other":[138],"hand,":[139],"decoder":[143],"proposed":[145],"enhance":[147],"representation":[149],"areas,":[153],"it":[155],"achieved":[157],"by":[158],"integrating":[159],"multi-scale":[160],"reconstructing":[163],"original":[165],"single":[166],"RSI":[167],"using":[168],"as":[170],"full-stage":[171],"guidance.":[172],"Finally,":[173],"map":[176,179],"are":[180],"predicted":[181],"based":[182],"reconstructed":[185],"feature":[186],"maximum":[189],"scale":[190],"Extensive":[192],"experiments":[193],"one":[195],"instance":[196],"dataset":[197],"three":[199],"benchmark":[201],"datasets":[202],"demonstrate":[203],"that":[204],"PDANet":[205],"outperforms":[206],"state-of-the-art":[208],"competitors":[210],"both":[211],"qualitatively":[212],"quantitatively.":[214]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-05-23T08:51:43.019350","created_date":"2025-10-10T00:00:00"}