{"id":"https://openalex.org/W4283316813","doi":"https://doi.org/10.1080/17538947.2022.2092658","title":"An unsupervised heterogeneous change detection method based on image translation network and post-processing algorithm","display_name":"An unsupervised heterogeneous change detection method based on image translation network and post-processing algorithm","publication_year":2022,"publication_date":"2022-06-22","ids":{"openalex":"https://openalex.org/W4283316813","doi":"https://doi.org/10.1080/17538947.2022.2092658"},"language":"en","primary_location":{"id":"doi:10.1080/17538947.2022.2092658","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17538947.2022.2092658","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/17538947.2022.2092658?needAccess=true","source":{"id":"https://openalex.org/S199162493","display_name":"International Journal of Digital Earth","issn_l":"1753-8947","issn":["1753-8947","1753-8955"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Digital Earth","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.tandfonline.com/doi/pdf/10.1080/17538947.2022.2092658?needAccess=true","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101876543","display_name":"Decheng Wang","orcid":"https://orcid.org/0000-0003-4424-1589"},"institutions":[{"id":"https://openalex.org/I4210148107","display_name":"Space Engineering University","ror":"https://ror.org/04rj1td02","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210148107"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Decheng Wang","raw_affiliation_strings":["Space Information Academy, Space Engineering University, Beijing, People\u2019s Republic of China","Space Information Academy, Space Engineering University, Beijing, People's Republic of China"],"raw_orcid":"https://orcid.org/0000-0003-4424-1589","affiliations":[{"raw_affiliation_string":"Space Information Academy, Space Engineering University, Beijing, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210148107"]},{"raw_affiliation_string":"Space Information Academy, Space Engineering University, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I4210148107"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100401202","display_name":"Feng Zhao","orcid":"https://orcid.org/0000-0001-6767-8105"},"institutions":[{"id":"https://openalex.org/I4210148107","display_name":"Space Engineering University","ror":"https://ror.org/04rj1td02","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210148107"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Zhao","raw_affiliation_strings":["Space Information Academy, Space Engineering University, Beijing, People\u2019s Republic of China","Space Information Academy, Space Engineering University, Beijing, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Space Information Academy, Space Engineering University, Beijing, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210148107"]},{"raw_affiliation_string":"Space Information Academy, Space Engineering University, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I4210148107"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023033699","display_name":"Hui Yi","orcid":"https://orcid.org/0000-0002-6865-6538"},"institutions":[{"id":"https://openalex.org/I4210134540","display_name":"China Ocean Shipping (China)","ror":"https://ror.org/044gm0487","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210134540"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Yi","raw_affiliation_strings":["China Satellite Maritime Tracking and Control Department, Jiangyin, People\u2019s Republic of China","China Satellite Maritime Tracking and Control Department, Jiangyin, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Satellite Maritime Tracking and Control Department, Jiangyin, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210134540"]},{"raw_affiliation_string":"China Satellite Maritime Tracking and Control Department, Jiangyin, People's Republic of China","institution_ids":["https://openalex.org/I4210134540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100599394","display_name":"Yinan Li","orcid":"https://orcid.org/0000-0001-7137-7823"},"institutions":[{"id":"https://openalex.org/I4210148107","display_name":"Space Engineering University","ror":"https://ror.org/04rj1td02","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210148107"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yinan Li","raw_affiliation_strings":["Space Information Academy, Space Engineering University, Beijing, People\u2019s Republic of China","Space Information Academy, Space Engineering University, Beijing, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Space Information Academy, Space Engineering University, Beijing, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210148107"]},{"raw_affiliation_string":"Space Information Academy, Space Engineering University, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I4210148107"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101698841","display_name":"Xiangning Chen","orcid":"https://orcid.org/0000-0002-3946-1117"},"institutions":[{"id":"https://openalex.org/I4210148107","display_name":"Space Engineering University","ror":"https://ror.org/04rj1td02","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210148107"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiangning Chen","raw_affiliation_strings":["Space Information Academy, Space Engineering University, Beijing, People\u2019s Republic of China","Space Information Academy, Space Engineering University, Beijing, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Space Information Academy, Space Engineering University, Beijing, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210148107"]},{"raw_affiliation_string":"Space Information Academy, Space Engineering University, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I4210148107"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101698841"],"corresponding_institution_ids":["https://openalex.org/I4210148107"],"apc_list":{"value":2390,"currency":"USD","value_usd":2390},"apc_paid":{"value":2390,"currency":"USD","value_usd":2390},"fwci":1.5363,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.84268957,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"15","issue":"1","first_page":"1056","last_page":"1080"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9983000159263611,"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":0.9983000159263611,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9861999750137329,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.98580002784729,"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":0.6408913731575012},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6155250668525696},{"id":"https://openalex.org/keywords/discrete-cosine-transform","display_name":"Discrete cosine transform","score":0.6060959696769714},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.5658990740776062},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5571032762527466},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5418229699134827},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5375987887382507},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5141106247901917},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.48347359895706177},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.47718966007232666},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.44931289553642273},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23420307040214539}],"concepts":[{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.6408913731575012},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6155250668525696},{"id":"https://openalex.org/C2221639","wikidata":"https://www.wikidata.org/wiki/Q2877","display_name":"Discrete cosine transform","level":3,"score":0.6060959696769714},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.5658990740776062},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5571032762527466},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5418229699134827},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5375987887382507},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5141106247901917},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.48347359895706177},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.47718966007232666},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.44931289553642273},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23420307040214539},{"id":"https://openalex.org/C105580179","wikidata":"https://www.wikidata.org/wiki/Q188928","display_name":"Messenger RNA","level":3,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/17538947.2022.2092658","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17538947.2022.2092658","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/17538947.2022.2092658?needAccess=true","source":{"id":"https://openalex.org/S199162493","display_name":"International Journal of Digital Earth","issn_l":"1753-8947","issn":["1753-8947","1753-8955"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Digital Earth","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:3fa5bd2d3c614cc9ae06734298773138","is_oa":false,"landing_page_url":"https://doaj.org/article/3fa5bd2d3c614cc9ae06734298773138","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Digital Earth, Vol 15, Iss 1, Pp 1056-1080 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1080/17538947.2022.2092658","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17538947.2022.2092658","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/17538947.2022.2092658?needAccess=true","source":{"id":"https://openalex.org/S199162493","display_name":"International Journal of Digital Earth","issn_l":"1753-8947","issn":["1753-8947","1753-8955"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Digital Earth","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W1964869435","https://openalex.org/W1981795482","https://openalex.org/W2078894627","https://openalex.org/W2100495367","https://openalex.org/W2132222679","https://openalex.org/W2133059825","https://openalex.org/W2134969826","https://openalex.org/W2194775991","https://openalex.org/W2197175232","https://openalex.org/W2221448138","https://openalex.org/W2276858186","https://openalex.org/W2295862745","https://openalex.org/W2516739718","https://openalex.org/W2559655401","https://openalex.org/W2564140372","https://openalex.org/W2567289819","https://openalex.org/W2738855634","https://openalex.org/W2741377155","https://openalex.org/W2750976776","https://openalex.org/W2767778161","https://openalex.org/W2799800213","https://openalex.org/W2808781521","https://openalex.org/W2884585870","https://openalex.org/W2891248708","https://openalex.org/W2892135535","https://openalex.org/W2894544606","https://openalex.org/W2902779903","https://openalex.org/W2944467232","https://openalex.org/W2948648905","https://openalex.org/W2962750014","https://openalex.org/W2962793481","https://openalex.org/W2963073614","https://openalex.org/W2964082983","https://openalex.org/W2966888491","https://openalex.org/W2968065858","https://openalex.org/W2969262604","https://openalex.org/W2980698124","https://openalex.org/W2983224850","https://openalex.org/W3000358529","https://openalex.org/W3008653537","https://openalex.org/W3017092406","https://openalex.org/W3027225766","https://openalex.org/W3034552520","https://openalex.org/W3036453075","https://openalex.org/W3036690200","https://openalex.org/W3066154933","https://openalex.org/W3083676926","https://openalex.org/W3087757019","https://openalex.org/W3127542860","https://openalex.org/W3157062364","https://openalex.org/W3159787918","https://openalex.org/W3201597391","https://openalex.org/W3211646616","https://openalex.org/W4383988640"],"related_works":["https://openalex.org/W2055682261","https://openalex.org/W1916685473","https://openalex.org/W1993363272","https://openalex.org/W2174937762","https://openalex.org/W2186390138","https://openalex.org/W2790129917","https://openalex.org/W2060035984","https://openalex.org/W2992856432","https://openalex.org/W2100638064","https://openalex.org/W2212883587"],"abstract_inverted_index":{"The":[0,15,82,135,153],"change":[1,21,110,131],"detection":[2],"(CD)":[3],"of":[4,30,85],"heterogeneous":[5,44,76,143,166],"remote":[6],"sensing":[7],"images":[8,32,77],"is":[9,17,58,89,104,133,138,160],"an":[10,40,49,55],"important":[11],"but":[12],"challenging":[13],"task.":[14],"difficulty":[16],"to":[18,60,66,78,95,106],"obtain":[19,67],"the":[20,26,31,61,79,86,92,113,122,129,149,157],"information":[22],"by":[23,34,73,125],"directly":[24],"comparing":[25],"different":[27,35],"statistical":[28],"characteristics":[29],"acquired":[33],"sensors.":[36],"This":[37],"paper":[38],"proposes":[39],"unsupervised":[41],"method":[42,137,159],"for":[43,164],"image":[45,50],"CD":[46,144,167],"based":[47],"on":[48,140],"domain":[51,94],"transfer":[52],"network.":[53],"First,":[54],"attention":[56],"mechanism":[57],"added":[59],"Cycle-generative":[62],"adversarial":[63],"networks":[64],"(Cycle-GANs)":[65],"a":[68,97,101,108],"more":[69],"consistent":[70],"feature":[71],"expression":[72],"transferring":[74],"bi-temporal":[75],"common":[80,93],"domain.":[81],"Euclidean":[83],"distance":[84],"corresponding":[87],"pixels":[88],"calculated":[90],"in":[91],"form":[96],"difference":[98],"map,":[99],"and":[100,128,146,162],"threshold":[102],"algorithm":[103,120],"applied":[105],"get":[107],"rough":[109],"map.":[111],"Finally,":[112],"proposed":[114,136,158],"adaptive":[115],"Discrete":[116],"Cosine":[117],"Transform":[118],"(DCT)":[119],"reduces":[121],"noise":[123],"introduced":[124],"false":[126],"detection,":[127],"final":[130],"map":[132],"obtained.":[134],"verified":[139],"three":[141],"real":[142],"datasets":[145],"compared":[147],"with":[148],"current":[150],"state-of-the-art":[151],"methods.":[152],"results":[154],"show":[155],"that":[156],"accurate":[161],"robust":[163],"performing":[165],"tasks.":[168]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":3}],"updated_date":"2026-05-19T21:40:30.786675","created_date":"2025-10-10T00:00:00"}