{"id":"https://openalex.org/W3196356615","doi":"https://doi.org/10.1109/jstars.2021.3108777","title":"Unsupervised Hyperspectral Image Change Detection via Deep Learning Self-Generated Credible Labels","display_name":"Unsupervised Hyperspectral Image Change Detection via Deep Learning Self-Generated Credible Labels","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3196356615","doi":"https://doi.org/10.1109/jstars.2021.3108777","mag":"3196356615"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2021.3108777","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2021.3108777","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/09527124.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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/ielx7/4609443/4609444/09527124.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101723199","display_name":"Qiuxia Li","orcid":"https://orcid.org/0000-0003-1141-1334"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiuxia Li","raw_affiliation_strings":["School of Physics No.28 West Xianning Rd., Xi'an Jiaotong University, 12480 Xi'an, Shaanxi, China, (e-mail: lqx0324@stu.xjtu.edu.cn)","Ministry of Education Key Laboratory for Nonequilibrium Synthesis and Modulation of Condensed Matter, Shaanxi Province Key Laboratory of Quantum Information and Quantum Optoelectronic Devices, School of Physics, Xi`an Jiaotong University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Physics No.28 West Xianning Rd., Xi'an Jiaotong University, 12480 Xi'an, Shaanxi, China, (e-mail: lqx0324@stu.xjtu.edu.cn)","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"Ministry of Education Key Laboratory for Nonequilibrium Synthesis and Modulation of Condensed Matter, Shaanxi Province Key Laboratory of Quantum Information and Quantum Optoelectronic Devices, School of Physics, Xi`an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103454853","display_name":"Hang Gong","orcid":null},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hang Gong","raw_affiliation_strings":["School of Physics No.28 West Xianning Rd., Xi'an Jiaotong University, 12480 Xi'an, Shaanxi, China, (e-mail: gh0000@stu.xjtu.edu.cn)","Ministry of Education Key Laboratory for Nonequilibrium Synthesis and Modulation of Condensed Matter, Shaanxi Province Key Laboratory of Quantum Information and Quantum Optoelectronic Devices, School of Physics, Xi`an Jiaotong University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Physics No.28 West Xianning Rd., Xi'an Jiaotong University, 12480 Xi'an, Shaanxi, China, (e-mail: gh0000@stu.xjtu.edu.cn)","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"Ministry of Education Key Laboratory for Nonequilibrium Synthesis and Modulation of Condensed Matter, Shaanxi Province Key Laboratory of Quantum Information and Quantum Optoelectronic Devices, School of Physics, Xi`an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088912087","display_name":"Haishan Dai","orcid":null},"institutions":[{"id":"https://openalex.org/I4210088244","display_name":"Shanghai Micro Satellite Engineering Center","ror":"https://ror.org/003cp7918","country_code":"CN","type":"nonprofit","lineage":["https://openalex.org/I4210088244"]},{"id":"https://openalex.org/I4210153230","display_name":"Shanghai Academy of Spaceflight Technology","ror":"https://ror.org/050qhwt21","country_code":"CN","type":"government","lineage":["https://openalex.org/I2802615301","https://openalex.org/I4210153230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haishan Dai","raw_affiliation_strings":["Information System Research Department, Shanghai Satellite Engineering Institute, 457083 Shanghai, China, (e-mail: dhs1314@126.com)","Shanghai Institute of Satellite Engineering, Shanghai Academy of Spaceflight Technology, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information System Research Department, Shanghai Satellite Engineering Institute, 457083 Shanghai, China, (e-mail: dhs1314@126.com)","institution_ids":["https://openalex.org/I4210088244"]},{"raw_affiliation_string":"Shanghai Institute of Satellite Engineering, Shanghai Academy of Spaceflight Technology, Shanghai, China","institution_ids":["https://openalex.org/I4210153230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043137477","display_name":"Chunlai Li","orcid":"https://orcid.org/0000-0003-4364-6867"},"institutions":[{"id":"https://openalex.org/I4210135723","display_name":"Shanghai Institute of Technical Physics","ror":"https://ror.org/02txedb84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210135723"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunlai Li","raw_affiliation_strings":["Key Laboratory of Space Active Opto-Electronics Technology, Shanghai Institute of Technical Physics, 71138 Shanghai, Shanghai, China, (e-mail: lichunlai@mail.sitp.ac.cn)","Shanghai Institute of Technical Physics, Chinese Academy of Sciences, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Space Active Opto-Electronics Technology, Shanghai Institute of Technical Physics, 71138 Shanghai, Shanghai, China, (e-mail: lichunlai@mail.sitp.ac.cn)","institution_ids":["https://openalex.org/I4210135723"]},{"raw_affiliation_string":"Shanghai Institute of Technical Physics, Chinese Academy of Sciences, Shanghai, China","institution_ids":["https://openalex.org/I4210135723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090578036","display_name":"Zhiping He","orcid":"https://orcid.org/0000-0003-3988-7369"},"institutions":[{"id":"https://openalex.org/I4210135723","display_name":"Shanghai Institute of Technical Physics","ror":"https://ror.org/02txedb84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210135723"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiping He","raw_affiliation_strings":["the Second Research Laboratory, Shanghai Institute of Technical Physics, 71138 Shanghai, Shanghai, China, (e-mail: hzping@mail.sitp.ac.cn)","Shanghai Institute of Technical Physics, Chinese Academy of Sciences, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"the Second Research Laboratory, Shanghai Institute of Technical Physics, 71138 Shanghai, Shanghai, China, (e-mail: hzping@mail.sitp.ac.cn)","institution_ids":["https://openalex.org/I4210135723"]},{"raw_affiliation_string":"Shanghai Institute of Technical Physics, Chinese Academy of Sciences, Shanghai, China","institution_ids":["https://openalex.org/I4210135723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100429460","display_name":"Wenjing Wang","orcid":"https://orcid.org/0000-0002-2465-5437"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjing Wang","raw_affiliation_strings":["School of Physics No.28 West Xianning Rd., Xi'an Jiaotong University, 12480 Xi'an, Shaanxi, China, (e-mail: wjwang@stu.xjtu.edu.cn)","Ministry of Education Key Laboratory for Nonequilibrium Synthesis and Modulation of Condensed Matter, Shaanxi Province Key Laboratory of Quantum Information and Quantum Optoelectronic Devices, School of Physics, Xi`an Jiaotong University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Physics No.28 West Xianning Rd., Xi'an Jiaotong University, 12480 Xi'an, Shaanxi, China, (e-mail: wjwang@stu.xjtu.edu.cn)","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"Ministry of Education Key Laboratory for Nonequilibrium Synthesis and Modulation of Condensed Matter, Shaanxi Province Key Laboratory of Quantum Information and Quantum Optoelectronic Devices, School of Physics, Xi`an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027478477","display_name":"Yusen Feng","orcid":"https://orcid.org/0009-0008-8094-3610"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yusen Feng","raw_affiliation_strings":["School of Physics No.28 West Xianning Rd., Xi'an Jiaotong University, 12480 Xi'an, Shaanxi, China, (e-mail: 3207650009@qq.com)","Ministry of Education Key Laboratory for Nonequilibrium Synthesis and Modulation of Condensed Matter, Shaanxi Province Key Laboratory of Quantum Information and Quantum Optoelectronic Devices, School of Physics, Xi`an Jiaotong University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Physics No.28 West Xianning Rd., Xi'an Jiaotong University, 12480 Xi'an, Shaanxi, China, (e-mail: 3207650009@qq.com)","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"Ministry of Education Key Laboratory for Nonequilibrium Synthesis and Modulation of Condensed Matter, Shaanxi Province Key Laboratory of Quantum Information and Quantum Optoelectronic Devices, School of Physics, Xi`an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060208182","display_name":"Feng Han","orcid":"https://orcid.org/0000-0002-3411-5573"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Han","raw_affiliation_strings":["School of Physics No.28 West Xianning Rd., Xi'an Jiaotong University, 12480 Xi'an, Shaanxi, China, (e-mail: 573378205@qq.com)","Ministry of Education Key Laboratory for Nonequilibrium Synthesis and Modulation of Condensed Matter, Shaanxi Province Key Laboratory of Quantum Information and Quantum Optoelectronic Devices, School of Physics, Xi`an Jiaotong University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Physics No.28 West Xianning Rd., Xi'an Jiaotong University, 12480 Xi'an, Shaanxi, China, (e-mail: 573378205@qq.com)","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"Ministry of Education Key Laboratory for Nonequilibrium Synthesis and Modulation of Condensed Matter, Shaanxi Province Key Laboratory of Quantum Information and Quantum Optoelectronic Devices, School of Physics, Xi`an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009670288","display_name":"Abudusalamu Tuniyazi","orcid":"https://orcid.org/0000-0002-9271-5059"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Abudusalamu Tuniyazi","raw_affiliation_strings":["School of Physics No.28 West Xianning Rd., Xi'an Jiaotong University, 12480 Xi'an, Shaanxi, China, (e-mail: abdusalam1112@stu.xjtu.edu.cn)","Ministry of Education Key Laboratory for Nonequilibrium Synthesis and Modulation of Condensed Matter, Shaanxi Province Key Laboratory of Quantum Information and Quantum Optoelectronic Devices, School of Physics, Xi`an Jiaotong University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Physics No.28 West Xianning Rd., Xi'an Jiaotong University, 12480 Xi'an, Shaanxi, China, (e-mail: abdusalam1112@stu.xjtu.edu.cn)","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"Ministry of Education Key Laboratory for Nonequilibrium Synthesis and Modulation of Condensed Matter, Shaanxi Province Key Laboratory of Quantum Information and Quantum Optoelectronic Devices, School of Physics, Xi`an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100369537","display_name":"Haoyang Li","orcid":"https://orcid.org/0000-0002-4499-0531"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoyang Li","raw_affiliation_strings":["School of Physics No.28 West Xianning Rd., Xi'an Jiaotong University, 12480 Xi'an, Shaanxi, China, (e-mail: lihaoyang@stu.xjtu.edu.cn)","Ministry of Education Key Laboratory for Nonequilibrium Synthesis and Modulation of Condensed Matter, Shaanxi Province Key Laboratory of Quantum Information and Quantum Optoelectronic Devices, School of Physics, Xi`an Jiaotong University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Physics No.28 West Xianning Rd., Xi'an Jiaotong University, 12480 Xi'an, Shaanxi, China, (e-mail: lihaoyang@stu.xjtu.edu.cn)","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"Ministry of Education Key Laboratory for Nonequilibrium Synthesis and Modulation of Condensed Matter, Shaanxi Province Key Laboratory of Quantum Information and Quantum Optoelectronic Devices, School of Physics, Xi`an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071187874","display_name":"Tingkui Mu","orcid":"https://orcid.org/0000-0002-7927-7760"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tingkui Mu","raw_affiliation_strings":["School of Physics No.28 West Xianning Rd., Xi'an Jiaotong University, 12480 Xi'an, Shaanxi, China, (e-mail: tkmu@mail.xjtu.edu.cn)","Ministry of Education Key Laboratory for Nonequilibrium Synthesis and Modulation of Condensed Matter, Shaanxi Province Key Laboratory of Quantum Information and Quantum Optoelectronic Devices, School of Physics, Xi`an Jiaotong University, Xi'an, China","ORCiD"],"raw_orcid":"https://orcid.org/0000-0002-7927-7760","affiliations":[{"raw_affiliation_string":"School of Physics No.28 West Xianning Rd., Xi'an Jiaotong University, 12480 Xi'an, Shaanxi, China, (e-mail: tkmu@mail.xjtu.edu.cn)","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"Ministry of Education Key Laboratory for Nonequilibrium Synthesis and Modulation of Condensed Matter, Shaanxi Province Key Laboratory of Quantum Information and Quantum Optoelectronic Devices, School of Physics, Xi`an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"ORCiD","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":3.5311,"has_fulltext":true,"cited_by_count":48,"citation_normalized_percentile":{"value":0.93345401,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"14","issue":null,"first_page":"9012","last_page":"9024"},"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/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":0.9283000230789185,"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/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.8270775079727173},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7484132051467896},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7476231455802917},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6329054236412048},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6059199571609497},{"id":"https://openalex.org/keywords/change-detection","display_name":"Change detection","score":0.589617133140564},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5231398344039917},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5219087600708008},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.5193527936935425},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.42225849628448486}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.8270775079727173},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7484132051467896},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7476231455802917},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6329054236412048},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6059199571609497},{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.589617133140564},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5231398344039917},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5219087600708008},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.5193527936935425},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.42225849628448486}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2021.3108777","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2021.3108777","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/09527124.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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:66c63bc11b7a4988b602e1219da7f129","is_oa":true,"landing_page_url":"https://doaj.org/article/66c63bc11b7a4988b602e1219da7f129","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 14, Pp 9012-9024 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2021.3108777","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2021.3108777","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/09527124.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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":[{"score":0.5400000214576721,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[{"id":"https://openalex.org/G1371574241","display_name":null,"funder_award_id":"61775176","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1592086102","display_name":null,"funder_award_id":"xjh012020021","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G2930001660","display_name":null,"funder_award_id":"62175196","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6451567094","display_name":null,"funder_award_id":"8ZR1437200","funder_id":"https://openalex.org/F4320309612","funder_display_name":"Natural Science Foundation of Shanghai"}],"funders":[{"id":"https://openalex.org/F4320309612","display_name":"Natural Science Foundation of Shanghai","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3196356615.pdf","grobid_xml":"https://content.openalex.org/works/W3196356615.grobid-xml"},"referenced_works_count":59,"referenced_works":["https://openalex.org/W10703220","https://openalex.org/W1499255288","https://openalex.org/W1901129140","https://openalex.org/W1927211154","https://openalex.org/W1979061792","https://openalex.org/W1990693003","https://openalex.org/W1998595580","https://openalex.org/W2003892834","https://openalex.org/W2006383776","https://openalex.org/W2010367463","https://openalex.org/W2015894711","https://openalex.org/W2030257787","https://openalex.org/W2036479590","https://openalex.org/W2042709218","https://openalex.org/W2085289201","https://openalex.org/W2089327948","https://openalex.org/W2104374858","https://openalex.org/W2111320133","https://openalex.org/W2115026818","https://openalex.org/W2118116484","https://openalex.org/W2127495569","https://openalex.org/W2127589108","https://openalex.org/W2128686953","https://openalex.org/W2131228247","https://openalex.org/W2133665775","https://openalex.org/W2144552105","https://openalex.org/W2146444479","https://openalex.org/W2160544350","https://openalex.org/W2165577558","https://openalex.org/W2166508941","https://openalex.org/W2167799103","https://openalex.org/W2171590421","https://openalex.org/W2194775991","https://openalex.org/W2308519059","https://openalex.org/W2328456116","https://openalex.org/W2395611524","https://openalex.org/W2516616494","https://openalex.org/W2577832105","https://openalex.org/W2618530766","https://openalex.org/W2741377155","https://openalex.org/W2763036297","https://openalex.org/W2799390666","https://openalex.org/W2884276099","https://openalex.org/W2890376060","https://openalex.org/W2891248708","https://openalex.org/W2900587135","https://openalex.org/W2902788350","https://openalex.org/W2911648799","https://openalex.org/W2951991161","https://openalex.org/W2953308875","https://openalex.org/W2997043451","https://openalex.org/W3010257550","https://openalex.org/W3027201985","https://openalex.org/W3036453075","https://openalex.org/W3099831940","https://openalex.org/W3105553032","https://openalex.org/W6629944422","https://openalex.org/W6697991780","https://openalex.org/W6754663522"],"related_works":["https://openalex.org/W2072166414","https://openalex.org/W3209970181","https://openalex.org/W2060875994","https://openalex.org/W3034375524","https://openalex.org/W4230131218","https://openalex.org/W2070598848","https://openalex.org/W1973197867","https://openalex.org/W2132083814","https://openalex.org/W4281675222","https://openalex.org/W2568271140"],"abstract_inverted_index":{"Change":[0],"detection":[1,62,119],"(CD)":[2],"aims":[3],"to":[4,37,54,59,72,76,85,112,170],"identify":[5],"differences":[6],"in":[7],"scenes":[8],"observed":[9],"at":[10],"different":[11],"times.":[12],"Hyperspectral":[13],"image":[14],"(HSI)":[15],"is":[16,46,84,121,141,168,186,210,214,228],"preferred":[17],"for":[18,33,64,114,145,174,206,216,220,230],"the":[19,38,43,60,77,99,106,117,124,136,153,183,217,231,236,239],"understanding":[20],"of":[21,138,155,190,197,238],"land":[22],"surface":[23],"changes,":[24,66],"since":[25],"it":[26],"can":[27,101],"provide":[28],"essential":[29],"and":[30,40,109,132,143,163,192],"unique":[31],"features":[32],"CD.":[34],"However,":[35,116],"due":[36,58,75],"high-dimensionality":[39],"limited":[41,78,122],"data,":[42],"HSI-CD":[44,221],"task":[45],"challenged.":[47],"While":[48],"model-driven":[49,89,107,125,158],"CD":[50,68],"methods":[51,69],"are":[52,70,200],"hard":[53,71],"achieve":[55],"high":[56],"accuracy":[57,120,185],"weak":[61],"performance":[63],"fine":[65],"data-driven":[67,93],"be":[73,102],"generalized":[74],"data":[79],"sets.":[80],"The":[81,179,194],"state-of-art":[82],"method":[83,90,108,126],"combine":[86],"a":[87,92,147,150,176,203],"single":[88],"with":[91,130],"convolutional":[94],"neural":[95],"network":[96],"(CNN).":[97],"Wherein":[98],"pseudo-labels":[100,129,140],"generated":[103],"automatically":[104],"by":[105,123],"then":[110],"fed":[111],"CNN":[113],"training.":[115],"final":[118,184],"which":[127],"produces":[128],"one-sidedness":[131],"low":[133],"accuracy.":[134],"Therefore,":[135],"generation":[137],"credible":[139,172,208],"anticipated":[142],"crucial":[144],"such":[146],"combination.":[148],"Herein,":[149],"novel":[151],"strategy,":[152],"combination":[154],"two":[156],"complementary":[157],"methods,":[159],"structural":[160],"similarity":[161],"(SSIM)":[162],"change":[164],"vector":[165],"analysis":[166],"(CVA),":[167],"proposed":[169,240],"generate":[171],"labels":[173,209],"training":[175],"subsequent":[177],"CNN.":[178],"results":[180,234],"show":[181],"that":[182,189],"higher":[187],"than":[188],"SSIM":[191,213],"CVA.":[193],"main":[195],"contributions":[196],"this":[198],"paper":[199],"threefold:":[201],"1)":[202],"new":[204],"paradigm":[205],"generating":[207],"proposed.":[211],"2)":[212],"used":[215],"first":[218],"time":[219],"tasks.":[222],"3)":[223],"an":[224],"unsupervised":[225],"end-to-end":[226],"framework":[227],"presented":[229],"HSI-CD.":[232],"Experimental":[233],"demonstrate":[235],"effectiveness":[237],"framework.":[241]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":10}],"updated_date":"2026-07-21T08:15:58.654021","created_date":"2025-10-10T00:00:00"}