{"id":"https://openalex.org/W4224942241","doi":"https://doi.org/10.3390/rs14092046","title":"A Self-Attentive Hybrid Coding Network for 3D Change Detection in High-Resolution Optical Stereo Images","display_name":"A Self-Attentive Hybrid Coding Network for 3D Change Detection in High-Resolution Optical Stereo Images","publication_year":2022,"publication_date":"2022-04-25","ids":{"openalex":"https://openalex.org/W4224942241","doi":"https://doi.org/10.3390/rs14092046"},"language":"en","primary_location":{"id":"doi:10.3390/rs14092046","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14092046","pdf_url":"https://www.mdpi.com/2072-4292/14/9/2046/pdf?version=1650936698","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/2072-4292/14/9/2046/pdf?version=1650936698","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043097022","display_name":"Jianping Pan","orcid":"https://orcid.org/0000-0003-4893-6847"},"institutions":[{"id":"https://openalex.org/I63371133","display_name":"Chongqing Jiaotong University","ror":"https://ror.org/01t001k65","country_code":"CN","type":"education","lineage":["https://openalex.org/I63371133"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianping Pan","raw_affiliation_strings":["Smart City College, Chongqing Jiaotong University, Chongqing 400074, China"],"affiliations":[{"raw_affiliation_string":"Smart City College, Chongqing Jiaotong University, Chongqing 400074, China","institution_ids":["https://openalex.org/I63371133"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055349704","display_name":"Xin Li","orcid":null},"institutions":[{"id":"https://openalex.org/I63371133","display_name":"Chongqing Jiaotong University","ror":"https://ror.org/01t001k65","country_code":"CN","type":"education","lineage":["https://openalex.org/I63371133"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xin Li","raw_affiliation_strings":["Smart City College, Chongqing Jiaotong University, Chongqing 400074, China"],"affiliations":[{"raw_affiliation_string":"Smart City College, Chongqing Jiaotong University, Chongqing 400074, China","institution_ids":["https://openalex.org/I63371133"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052794754","display_name":"Zhuoyan Cai","orcid":null},"institutions":[{"id":"https://openalex.org/I63371133","display_name":"Chongqing Jiaotong University","ror":"https://ror.org/01t001k65","country_code":"CN","type":"education","lineage":["https://openalex.org/I63371133"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhuoyan Cai","raw_affiliation_strings":["Smart City College, Chongqing Jiaotong University, Chongqing 400074, China"],"affiliations":[{"raw_affiliation_string":"Smart City College, Chongqing Jiaotong University, Chongqing 400074, China","institution_ids":["https://openalex.org/I63371133"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101974971","display_name":"Bowen Sun","orcid":"https://orcid.org/0000-0001-8255-3917"},"institutions":[{"id":"https://openalex.org/I63371133","display_name":"Chongqing Jiaotong University","ror":"https://ror.org/01t001k65","country_code":"CN","type":"education","lineage":["https://openalex.org/I63371133"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bowen Sun","raw_affiliation_strings":["Smart City College, Chongqing Jiaotong University, Chongqing 400074, China"],"affiliations":[{"raw_affiliation_string":"Smart City College, Chongqing Jiaotong University, Chongqing 400074, China","institution_ids":["https://openalex.org/I63371133"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024817144","display_name":"Wei Cui","orcid":"https://orcid.org/0000-0001-8238-9117"},"institutions":[{"id":"https://openalex.org/I63371133","display_name":"Chongqing Jiaotong University","ror":"https://ror.org/01t001k65","country_code":"CN","type":"education","lineage":["https://openalex.org/I63371133"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Cui","raw_affiliation_strings":["Smart City College, Chongqing Jiaotong University, Chongqing 400074, China"],"affiliations":[{"raw_affiliation_string":"Smart City College, Chongqing Jiaotong University, Chongqing 400074, China","institution_ids":["https://openalex.org/I63371133"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5055349704"],"corresponding_institution_ids":["https://openalex.org/I63371133"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.3515,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.82370986,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"14","issue":"9","first_page":"2046","last_page":"2046"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9998000264167786,"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":0.9998000264167786,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9993000030517578,"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"}},{"id":"https://openalex.org/T13890","display_name":"Remote Sensing and Land Use","score":0.9983999729156494,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.82938152551651},{"id":"https://openalex.org/keywords/change-detection","display_name":"Change detection","score":0.6586525440216064},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6314314007759094},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.5442803502082825},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5335571765899658},{"id":"https://openalex.org/keywords/fuse","display_name":"Fuse (electrical)","score":0.5146740078926086},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4934503138065338},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.48348551988601685},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4665773808956146},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.41557595133781433},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.413014680147171},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33995217084884644}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.82938152551651},{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.6586525440216064},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6314314007759094},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.5442803502082825},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5335571765899658},{"id":"https://openalex.org/C141353440","wikidata":"https://www.wikidata.org/wiki/Q182221","display_name":"Fuse (electrical)","level":2,"score":0.5146740078926086},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4934503138065338},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.48348551988601685},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4665773808956146},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.41557595133781433},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.413014680147171},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33995217084884644},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs14092046","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14092046","pdf_url":"https://www.mdpi.com/2072-4292/14/9/2046/pdf?version=1650936698","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:37d48b8673c4451db290fde2064e237b","is_oa":true,"landing_page_url":"https://doaj.org/article/37d48b8673c4451db290fde2064e237b","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 14, Iss 9, p 2046 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/14/9/2046/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs14092046","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 14; Issue 9; Pages: 2046","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs14092046","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14092046","pdf_url":"https://www.mdpi.com/2072-4292/14/9/2046/pdf?version=1650936698","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":[{"display_name":"Sustainable cities and communities","score":0.8399999737739563,"id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G770749128","display_name":null,"funder_award_id":"41801394","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"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4224942241.pdf","grobid_xml":"https://content.openalex.org/works/W4224942241.grobid-xml"},"referenced_works_count":72,"referenced_works":["https://openalex.org/W1501366246","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1963949604","https://openalex.org/W1981795482","https://openalex.org/W1997413270","https://openalex.org/W1997739364","https://openalex.org/W1998595580","https://openalex.org/W2012935382","https://openalex.org/W2015940916","https://openalex.org/W2021390493","https://openalex.org/W2026665610","https://openalex.org/W2028790650","https://openalex.org/W2032914168","https://openalex.org/W2035657841","https://openalex.org/W2036149433","https://openalex.org/W2036798369","https://openalex.org/W2037093871","https://openalex.org/W2052518820","https://openalex.org/W2059102671","https://openalex.org/W2078571032","https://openalex.org/W2083350099","https://openalex.org/W2091040877","https://openalex.org/W2106435687","https://openalex.org/W2106729409","https://openalex.org/W2157026765","https://openalex.org/W2165350297","https://openalex.org/W2194775991","https://openalex.org/W2412588858","https://openalex.org/W2543281563","https://openalex.org/W2558671880","https://openalex.org/W2561552214","https://openalex.org/W2567873607","https://openalex.org/W2607721373","https://openalex.org/W2759938573","https://openalex.org/W2767290858","https://openalex.org/W2884436604","https://openalex.org/W2891248708","https://openalex.org/W2901964636","https://openalex.org/W2916798096","https://openalex.org/W2921430410","https://openalex.org/W2921442714","https://openalex.org/W2940726923","https://openalex.org/W2944467232","https://openalex.org/W2955058313","https://openalex.org/W2963420686","https://openalex.org/W2963446712","https://openalex.org/W2963881378","https://openalex.org/W2985076077","https://openalex.org/W2994904514","https://openalex.org/W3015756600","https://openalex.org/W3027201985","https://openalex.org/W3036453075","https://openalex.org/W3037640242","https://openalex.org/W3110121205","https://openalex.org/W3111478425","https://openalex.org/W3125864330","https://openalex.org/W3142421496","https://openalex.org/W3157062364","https://openalex.org/W3162977387","https://openalex.org/W3164715703","https://openalex.org/W3214430396","https://openalex.org/W4200139392","https://openalex.org/W4214828290","https://openalex.org/W4220683154","https://openalex.org/W4235644436","https://openalex.org/W6649837277","https://openalex.org/W6670322049","https://openalex.org/W6737053028","https://openalex.org/W6794209188","https://openalex.org/W6809456617","https://openalex.org/W6809634874"],"related_works":["https://openalex.org/W3000097931","https://openalex.org/W2354322770","https://openalex.org/W4237547500","https://openalex.org/W1570848052","https://openalex.org/W2373192430","https://openalex.org/W4239268388","https://openalex.org/W1950940422","https://openalex.org/W2129146436","https://openalex.org/W2032507829","https://openalex.org/W2163885456"],"abstract_inverted_index":{"Real-time":[0],"monitoring":[1],"of":[2,33,41,62,99,138,163,219,223,229],"urban":[3,10,100,213],"building":[4],"development":[5],"provides":[6],"a":[7,19,38,76,123,129,147,170],"basis":[8],"for":[9,22,95],"planning":[11],"and":[12,52,65,68,90,161,182,198,221],"management.":[13],"Remote":[14],"sensing":[15,35,50,88],"change":[16,27,97,209,230],"detection":[17,28,61,98,210],"is":[18,37,128,152,174],"key":[20],"technology":[21],"achieving":[23],"this":[24],"goal.":[25],"Intelligent":[26],"based":[29],"on":[30],"deep":[31,143,158],"learning":[32],"remote":[34,49,87],"images":[36,89,105],"current":[39],"focus":[40],"research.":[42],"However,":[43],"most":[44],"methods":[45,228],"only":[46],"use":[47,103],"unimodal":[48],"data":[51,115],"ignore":[53],"vertical":[54],"features,":[55],"leading":[56],"to":[57],"incomplete":[58],"characterization,":[59],"poor":[60],"small":[63],"targets,":[64],"false":[66],"detections":[67],"omissions.":[69],"To":[70],"solve":[71],"these":[72],"problems,":[73],"we":[74,121],"propose":[75,122],"multi-path":[77,124],"self-attentive":[78,149],"hybrid":[79,125],"coding":[80],"network":[81],"model":[82],"(MAHNet)":[83],"that":[84,131,154,176,204],"fuses":[85],"high-resolution":[86],"digital":[91],"surface":[92],"models":[93],"(DSMs)":[94],"3D":[96],"buildings.":[101],"We":[102],"stereo":[104,110],"from":[106],"the":[107,114,118,142,157,167,191],"Gaofen-7":[108],"(GF-7)":[109],"mapping":[111],"satellite":[112],"as":[113],"source.":[116],"In":[117,141,166],"encoding":[119],"stage,":[120,169],"encoder,":[126],"which":[127],"structure":[130,151],"can":[132,155,177],"efficiently":[133],"perform":[134],"multi-dimensional":[135],"feature":[136,144,159,196],"mining":[137],"multimodal":[139,164],"data.":[140,165],"fusion":[145,150,160],"link,":[146],"dual":[148],"designed":[153,175],"improve":[156],"characterization":[162],"decoding":[168],"dense":[171],"skip-connection":[172],"decoder":[173],"fuse":[178],"multi-scale":[179],"features":[180],"flexibly":[181],"reduce":[183],"spatial":[184],"information":[185],"losses":[186],"in":[187,190,211],"small-change":[188],"regions":[189],"down-sampling":[192],"process,":[193],"while":[194],"enhancing":[195],"utilization":[197],"propagation":[199],"efficiency.":[200],"Experimental":[201],"results":[202],"show":[203],"MAHNet":[205],"achieves":[206],"accurate":[207],"pixel-level":[208],"complex":[212],"scenes":[214],"with":[215],"an":[216],"overall":[217],"accuracy":[218],"97.44%":[220],"F1-score":[222],"92.59%,":[224],"thereby":[225],"outperforming":[226],"other":[227],"detection.":[231]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2022-04-28T00:00:00"}
