{"id":"https://openalex.org/W4411552202","doi":"https://doi.org/10.1109/cscwd64889.2025.11033296","title":"IHM-SNet: An Interactive Hierarchical Mamba-Based Screening Network for Remote Sensing Image Change Captioning","display_name":"IHM-SNet: An Interactive Hierarchical Mamba-Based Screening Network for Remote Sensing Image Change Captioning","publication_year":2025,"publication_date":"2025-05-05","ids":{"openalex":"https://openalex.org/W4411552202","doi":"https://doi.org/10.1109/cscwd64889.2025.11033296"},"language":"en","primary_location":{"id":"doi:10.1109/cscwd64889.2025.11033296","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd64889.2025.11033296","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 28th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","raw_type":"proceedings-article"},"type":"article","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/A5074711543","display_name":"Chao Ma","orcid":"https://orcid.org/0000-0002-3325-7318"},"institutions":[{"id":"https://openalex.org/I2800710378","display_name":"Naval University of Engineering","ror":"https://ror.org/056vyez31","country_code":"CN","type":"education","lineage":["https://openalex.org/I2800710378"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chao Ma","raw_affiliation_strings":["College of Computer Engineering, Naval University of Engineering,Wuhan,P.R. China"],"affiliations":[{"raw_affiliation_string":"College of Computer Engineering, Naval University of Engineering,Wuhan,P.R. China","institution_ids":["https://openalex.org/I2800710378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082488249","display_name":"Xiao Lv","orcid":null},"institutions":[{"id":"https://openalex.org/I2800710378","display_name":"Naval University of Engineering","ror":"https://ror.org/056vyez31","country_code":"CN","type":"education","lineage":["https://openalex.org/I2800710378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Lv","raw_affiliation_strings":["College of Computer Engineering, Naval University of Engineering,Wuhan,P.R. China"],"affiliations":[{"raw_affiliation_string":"College of Computer Engineering, Naval University of Engineering,Wuhan,P.R. China","institution_ids":["https://openalex.org/I2800710378"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065432649","display_name":"Hanrui Zhang","orcid":"https://orcid.org/0009-0008-0048-4275"},"institutions":[{"id":"https://openalex.org/I2800710378","display_name":"Naval University of Engineering","ror":"https://ror.org/056vyez31","country_code":"CN","type":"education","lineage":["https://openalex.org/I2800710378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hanrui Zhang","raw_affiliation_strings":["College of Computer Engineering, Naval University of Engineering,Wuhan,P.R. China"],"affiliations":[{"raw_affiliation_string":"College of Computer Engineering, Naval University of Engineering,Wuhan,P.R. China","institution_ids":["https://openalex.org/I2800710378"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5074711543"],"corresponding_institution_ids":["https://openalex.org/I2800710378"],"apc_list":null,"apc_paid":null,"fwci":1.2666,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.80903181,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"2397","last_page":"2403"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.894599974155426,"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":0.894599974155426,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.8937000036239624,"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/closed-captioning","display_name":"Closed captioning","score":0.9086887836456299},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7295978665351868},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5242519378662109},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4264295995235443},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3494618535041809},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3200477361679077},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11597588658332825}],"concepts":[{"id":"https://openalex.org/C157657479","wikidata":"https://www.wikidata.org/wiki/Q2367247","display_name":"Closed captioning","level":3,"score":0.9086887836456299},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7295978665351868},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5242519378662109},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4264295995235443},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3494618535041809},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3200477361679077},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11597588658332825}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cscwd64889.2025.11033296","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd64889.2025.11033296","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 28th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2988981892","https://openalex.org/W3117344638","https://openalex.org/W3120467244","https://openalex.org/W3197715477","https://openalex.org/W3207627484","https://openalex.org/W4211112734","https://openalex.org/W4313021481","https://openalex.org/W4362598957","https://openalex.org/W4387350510","https://openalex.org/W4387802245","https://openalex.org/W4389286266","https://openalex.org/W4398249074","https://openalex.org/W4402968170","https://openalex.org/W6629944422","https://openalex.org/W6791353385","https://openalex.org/W6803444062","https://openalex.org/W6859298233","https://openalex.org/W6861387779"],"related_works":["https://openalex.org/W4210416330","https://openalex.org/W2775506363","https://openalex.org/W3164229987","https://openalex.org/W3215212336","https://openalex.org/W4290852288","https://openalex.org/W3217388757","https://openalex.org/W3122720459","https://openalex.org/W4298897568","https://openalex.org/W1938708284","https://openalex.org/W4380190185"],"abstract_inverted_index":{"Compared":[0],"with":[1],"natural":[2],"images,":[3,51],"Remote":[4,25],"Sensing":[5,26],"(RS)":[6],"images":[7],"have":[8,65],"multi-spectral":[9],"and":[10,13,21,39,62,72,103],"multi-scale":[11],"characteristics":[12],"contain":[14],"a":[15,187],"large":[16],"amount":[17],"of":[18,49,90,133,172,181],"complex":[19],"spatial":[20,40],"temporal":[22,38],"information.":[23],"However,":[24],"Image":[27],"Change":[28],"Captioning":[29],"(RSICC)":[30],"needs":[31],"to":[32,42,83,110,158,193],"use":[33],"the":[34,46,84,88,93,100,112,131,160,164,170,179,196],"dependencies":[35],"between":[36],"this":[37,52,116],"information":[41],"generate":[43],"sentences":[44],"describing":[45],"bi-temporal":[47],"changes":[48,132],"RS":[50],"process":[53],"requires":[54],"high":[55],"classification":[56],"accuracy.":[57],"Among":[58],"existing":[59],"methods,":[60],"CNN-based":[61],"Transformer-based":[63],"methods":[64],"limitations":[66],"in":[67,87,135,139,195],"establishing":[68],"global":[69],"receptive":[70],"fields":[71],"their":[73],"own":[74],"computational":[75],"complexity,":[76],"respectively.":[77],"The":[78,127,151],"above":[79,113],"situation":[80],"poses":[81],"challenges":[82],"related":[85],"work":[86],"field":[89],"RSICC.":[91],"Recently,":[92],"popular":[94],"Mamba":[95,192],"model":[96,176],"is":[97],"based":[98],"on":[99],"SSM":[101],"mechanism":[102],"superior":[104],"hardware":[105],"algorithm,":[106],"providing":[107],"an":[108,120,140],"opportunity":[109],"solve":[111],"problems.":[114],"In":[115],"paper,":[117],"we":[118],"propose":[119],"Interactive":[121,146],"Hierarchical":[122,147],"Mamba-Based":[123],"Screening":[124,154],"Network":[125,155],"(IHM-SNet).":[126],"network":[128],"gradually":[129],"captures":[130],"interest":[134],"multi-level":[136,165],"bitemporal":[137],"features":[138,162],"interactively":[141],"guided":[142],"manner":[143],"through":[144],"multiple":[145],"Encoder":[148],"(IHE)":[149],"layers.":[150],"Cross":[152],"Fusion":[153],"(CFS)":[156],"further":[157],"select":[159],"key":[161],"from":[163],"change":[166],"features.":[167],"Experiments":[168],"verify":[169],"effectiveness":[171],"our":[173],"proposed":[174],"IHM-SNet":[175],"for":[177,190],"improving":[178],"quality":[180],"description":[182],"sentence":[183],"generation,":[184],"which":[185],"provides":[186],"valuable":[188],"exploration":[189],"applying":[191],"RSICC":[194],"future.":[197]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-04-01T17:29:45.350535","created_date":"2025-10-10T00:00:00"}