{"id":"https://openalex.org/W4408353829","doi":"https://doi.org/10.1109/icassp49660.2025.10889397","title":"MMCD: Memory-Based Multimodal Change Detection","display_name":"MMCD: Memory-Based Multimodal Change Detection","publication_year":2025,"publication_date":"2025-03-12","ids":{"openalex":"https://openalex.org/W4408353829","doi":"https://doi.org/10.1109/icassp49660.2025.10889397"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49660.2025.10889397","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10889397","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5101505895","display_name":"Limeng Zhang","orcid":"https://orcid.org/0009-0005-2745-3813"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Limeng Zhang","raw_affiliation_strings":["Shanghai Jiao Tong University,Shanghai,China,200240"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Shanghai,China,200240","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059094652","display_name":"Zenghui Zhang","orcid":"https://orcid.org/0000-0002-1238-8538"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zenghui Zhang","raw_affiliation_strings":["Shanghai Jiao Tong University,Shanghai,China,200240"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Shanghai,China,200240","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017760080","display_name":"Juanping Wu","orcid":"https://orcid.org/0000-0001-6395-4336"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Juanping Wu","raw_affiliation_strings":["Shanghai Jiao Tong University,Shanghai,China,200240"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Shanghai,China,200240","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027639981","display_name":"Weiwei Guo","orcid":"https://orcid.org/0000-0001-5037-0972"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiwei Guo","raw_affiliation_strings":["Tongji University,Center of Digital Innovation,Shanghai,China,200092"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tongji University,Center of Digital Innovation,Shanghai,China,200092","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100709161","display_name":"Tao Zhang","orcid":"https://orcid.org/0000-0001-8236-8818"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Zhang","raw_affiliation_strings":["Shanghai Jiao Tong University,Shanghai,China,200240"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Shanghai,China,200240","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100445293","display_name":"Wenxian Yu","orcid":"https://orcid.org/0000-0002-8741-776X"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenxian Yu","raw_affiliation_strings":["Shanghai Jiao Tong University,Shanghai,China,200240"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Shanghai,China,200240","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.4268999993801117,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.4268999993801117,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12016","display_name":"Web Data Mining and Analysis","score":0.3691999912261963,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.3578000068664551,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/computer-science","display_name":"Computer science","score":0.7087045907974243},{"id":"https://openalex.org/keywords/change-detection","display_name":"Change detection","score":0.4746547341346741},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3050884008407593}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7087045907974243},{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.4746547341346741},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3050884008407593}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp49660.2025.10889397","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10889397","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2568858292","https://openalex.org/W2764034829","https://openalex.org/W2891248708","https://openalex.org/W2896365540","https://openalex.org/W2962914239","https://openalex.org/W2963351448","https://openalex.org/W2966542792","https://openalex.org/W2966888491","https://openalex.org/W2989751901","https://openalex.org/W3170169951","https://openalex.org/W3207616990","https://openalex.org/W4213124617","https://openalex.org/W4296871854","https://openalex.org/W4313438466","https://openalex.org/W4390043965","https://openalex.org/W4390874575","https://openalex.org/W6870839691"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2568858292","https://openalex.org/W1515964938","https://openalex.org/W2389381914","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345"],"abstract_inverted_index":{"Single-modal":[0],"change":[1,28,57,72,128],"detection":[2,29,58,73,99],"methods":[3],"based":[4],"on":[5],"optical":[6,91],"or":[7,22],"Synthetic":[8],"Aperture":[9],"Radar":[10],"(SAR)":[11],"images":[12,82,92,96],"face":[13],"challenges":[14],"such":[15],"as":[16,74,83],"degradation":[17],"due":[18],"to":[19,97,109],"adverse":[20],"weather":[21],"noise":[23],"interference.":[24],"In":[25],"contrast,":[26],"multimodal":[27,127],"struggles":[30],"with":[31,93],"significant":[32],"domain":[33],"gaps":[34],"between":[35],"different":[36],"modalities.":[37],"Inspired":[38],"by":[39,114],"the":[40,52,86,131,134],"SAM2":[41],"model\u2019s":[42],"temporal":[43,76],"memory":[44,55],"mechanism":[45],"for":[46],"video":[47,84],"segmentation,":[48],"this":[49,121],"paper":[50],"introduces":[51],"concept":[53],"of":[54,133],"into":[56],"and":[59,78],"proposes":[60],"a":[61,75,102],"novel":[62],"approach":[63,122],"called":[64],"Memory-based":[65],"Multimodal":[66],"Change":[67],"Detection":[68],"(MMCD).":[69],"By":[70],"treating":[71],"problem":[77],"modeling":[79],"remote":[80],"sensing":[81],"sequences,":[85],"proposed":[87,135],"method":[88],"integrates":[89],"historical":[90],"current":[94],"SAR":[95],"enhance":[98],"accuracy.":[100],"Additionally,":[101],"difference":[103],"map":[104],"enhancement":[105],"module":[106],"is":[107],"introduced":[108],"mitigate":[110],"false":[111],"changes":[112],"caused":[113],"modality":[115],"discrepancies.":[116],"Experimental":[117],"results":[118],"show":[119],"that":[120],"achieves":[123],"state-of-the-art":[124],"performance":[125],"in":[126],"detection,":[129],"demonstrating":[130],"effectiveness":[132],"method.":[136]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
