{"id":"https://openalex.org/W4415708556","doi":"https://doi.org/10.1109/icme59968.2025.11209818","title":"Global Semantic Extraction for Adaptive Cross-Semantic Learning: A Novel Framework for Remote Sensing Change Caption","display_name":"Global Semantic Extraction for Adaptive Cross-Semantic Learning: A Novel Framework for Remote Sensing Change Caption","publication_year":2025,"publication_date":"2025-06-30","ids":{"openalex":"https://openalex.org/W4415708556","doi":"https://doi.org/10.1109/icme59968.2025.11209818"},"language":null,"primary_location":{"id":"doi:10.1109/icme59968.2025.11209818","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme59968.2025.11209818","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Multimedia and Expo (ICME)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5108145707","display_name":"Qiaoli Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I2722730","display_name":"Inner Mongolia University","ror":"https://ror.org/0106qb496","country_code":"CN","type":"education","lineage":["https://openalex.org/I2722730"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiaoli Sun","raw_affiliation_strings":["Inner Mongolia University,College of Computer Science,Hohhot,China,010021"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inner Mongolia University,College of Computer Science,Hohhot,China,010021","institution_ids":["https://openalex.org/I2722730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100675539","display_name":"Yan Wang","orcid":"https://orcid.org/0000-0001-5086-0525"},"institutions":[{"id":"https://openalex.org/I2722730","display_name":"Inner Mongolia University","ror":"https://ror.org/0106qb496","country_code":"CN","type":"education","lineage":["https://openalex.org/I2722730"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Wang","raw_affiliation_strings":["Inner Mongolia University,College of Computer Science,Hohhot,China,010021"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inner Mongolia University,College of Computer Science,Hohhot,China,010021","institution_ids":["https://openalex.org/I2722730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000200794","display_name":"Xiaoyu Song","orcid":"https://orcid.org/0000-0003-0294-5705"},"institutions":[{"id":"https://openalex.org/I2722730","display_name":"Inner Mongolia University","ror":"https://ror.org/0106qb496","country_code":"CN","type":"education","lineage":["https://openalex.org/I2722730"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyu Song","raw_affiliation_strings":["Inner Mongolia University,College of Computer Science,Hohhot,China,010021"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inner Mongolia University,College of Computer Science,Hohhot,China,010021","institution_ids":["https://openalex.org/I2722730"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102317561","display_name":"Hongyi Dong","orcid":"https://orcid.org/0009-0001-5203-0223"},"institutions":[{"id":"https://openalex.org/I2722730","display_name":"Inner Mongolia University","ror":"https://ror.org/0106qb496","country_code":"CN","type":"education","lineage":["https://openalex.org/I2722730"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongyi Dong","raw_affiliation_strings":["Inner Mongolia University,College of Computer Science,Hohhot,China,010021"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inner Mongolia University,College of Computer Science,Hohhot,China,010021","institution_ids":["https://openalex.org/I2722730"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I2722730"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.3451457,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.6144000291824341,"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"}},"topics":[{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.6144000291824341,"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"}},{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.16300000250339508,"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/T10757","display_name":"Geographic Information Systems Studies","score":0.08060000091791153,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/change-detection","display_name":"Change detection","score":0.6190000176429749},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.47279998660087585},{"id":"https://openalex.org/keywords/remote-sensing-application","display_name":"Remote sensing application","score":0.4115000069141388},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.40070000290870667},{"id":"https://openalex.org/keywords/semantic-mapping","display_name":"Semantic mapping","score":0.3052000105381012},{"id":"https://openalex.org/keywords/spatial-analysis","display_name":"Spatial analysis","score":0.30300000309944153}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7450000047683716},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6255000233650208},{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.6190000176429749},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.47279998660087585},{"id":"https://openalex.org/C183365957","wikidata":"https://www.wikidata.org/wiki/Q17140402","display_name":"Remote sensing application","level":3,"score":0.4115000069141388},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.40070000290870667},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37070000171661377},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35120001435279846},{"id":"https://openalex.org/C2775955345","wikidata":"https://www.wikidata.org/wiki/Q7449071","display_name":"Semantic mapping","level":2,"score":0.3052000105381012},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.30300000309944153},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.27379998564720154},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.2653999924659729},{"id":"https://openalex.org/C2993836695","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial change","level":2,"score":0.2646999955177307}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icme59968.2025.11209818","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme59968.2025.11209818","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Multimedia and Expo (ICME)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320311687","display_name":"Ministry of Education","ror":"https://ror.org/03m01yf64"},{"id":"https://openalex.org/F4320322868","display_name":"Natural Science Foundation of Inner Mongolia","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2194775991","https://openalex.org/W2964196083","https://openalex.org/W2965487241","https://openalex.org/W2981689412","https://openalex.org/W2988981892","https://openalex.org/W3011156941","https://openalex.org/W3027225766","https://openalex.org/W3034787499","https://openalex.org/W3034871396","https://openalex.org/W3108170342","https://openalex.org/W3140300848","https://openalex.org/W3175933895","https://openalex.org/W3176470992","https://openalex.org/W3203526456","https://openalex.org/W4225739172","https://openalex.org/W4226397058","https://openalex.org/W4289537913","https://openalex.org/W4309938607","https://openalex.org/W4313021481","https://openalex.org/W4362598957","https://openalex.org/W4387802245"],"related_works":[],"abstract_inverted_index":{"The":[0,61],"availability":[1],"of":[2,29],"high-resolution":[3],"remote":[4,39,118],"sensing":[5,40,119],"images":[6],"provides":[7],"rich":[8],"geographical":[9],"and":[10,22,52,77,84,101,114],"environmental":[11],"insights":[12],"but":[13],"also":[14],"presents":[15],"challenges":[16],"due":[17],"to":[18,57,73],"complex":[19],"spatial":[20],"distributions":[21],"diverse":[23],"semantics.":[24],"To":[25],"address":[26],"the":[27,99,105],"challenge":[28],"insufficient":[30],"fine-grained":[31],"semantic":[32],"understanding":[33],"in":[34],"change":[35,59,95,120],"description":[36],"models":[37],"for":[38,67,117],"images,":[41],"we":[42],"introduce":[43],"a":[44,86,111],"novel":[45],"framework":[46,62,106],"combining":[47],"Global":[48],"Semantic":[49],"Extraction":[50],"(GSE)":[51],"Adaptive":[53],"Cross-Semantic":[54],"Learning":[55],"(ACSL)":[56],"enhance":[58],"captioning.":[60,121],"includes":[63],"components:":[64],"(1)":[65],"GSE":[66],"global":[68],"scene":[69],"understanding;":[70],"(2)":[71],"ACSL":[72],"refine":[74],"feature":[75],"interactions":[76],"distinguish":[78],"meaningful":[79],"changes":[80],"from":[81],"irrelevant":[82],"variations;":[83],"(3)":[85],"multi-layer":[87],"Transformer":[88],"decoder":[89],"that":[90],"dynamically":[91],"generates":[92],"accurate,":[93],"context-aware":[94],"descriptions.":[96],"Evaluation":[97],"on":[98],"Dubai-CC":[100],"LEVIR-CC":[102],"datasets":[103],"shows":[104],"outperforms":[107],"current":[108],"methods,":[109],"offering":[110],"more":[112],"adaptive":[113],"precise":[115],"solution":[116]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-30T00:00:00"}
