{"id":"https://openalex.org/W4401879152","doi":"https://doi.org/10.1109/jstars.2024.3450287","title":"MFIHNet: Multiscale Feature Interaction Hybrid Network for Change Detection of Remote Sensing Images","display_name":"MFIHNet: Multiscale Feature Interaction Hybrid Network for Change Detection of Remote Sensing Images","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4401879152","doi":"https://doi.org/10.1109/jstars.2024.3450287"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2024.3450287","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3450287","pdf_url":null,"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":null,"license_id":null,"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://doi.org/10.1109/jstars.2024.3450287","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101967199","display_name":"Lin Cao","orcid":"https://orcid.org/0000-0001-8166-3006"},"institutions":[{"id":"https://openalex.org/I78675632","display_name":"Beijing Information Science & Technology University","ror":"https://ror.org/04xnqep60","country_code":"CN","type":"education","lineage":["https://openalex.org/I78675632"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lin Cao","raw_affiliation_strings":["Beijing Information Science and Technology University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Information Science and Technology University, Beijing, China","institution_ids":["https://openalex.org/I78675632"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100453210","display_name":"Qi Liu","orcid":"https://orcid.org/0000-0002-5618-4318"},"institutions":[{"id":"https://openalex.org/I78675632","display_name":"Beijing Information Science & Technology University","ror":"https://ror.org/04xnqep60","country_code":"CN","type":"education","lineage":["https://openalex.org/I78675632"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Liu","raw_affiliation_strings":["Beijing Information Science and Technology University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Information Science and Technology University, Beijing, China","institution_ids":["https://openalex.org/I78675632"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102786871","display_name":"Shu Tian","orcid":"https://orcid.org/0000-0003-2275-5853"},"institutions":[{"id":"https://openalex.org/I78675632","display_name":"Beijing Information Science & Technology University","ror":"https://ror.org/04xnqep60","country_code":"CN","type":"education","lineage":["https://openalex.org/I78675632"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shu Tian","raw_affiliation_strings":["Beijing Information Science and Technology University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Information Science and Technology University, Beijing, China","institution_ids":["https://openalex.org/I78675632"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016951878","display_name":"Lihong Kang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210166112","display_name":"State Key Laboratory of Remote Sensing Science","ror":"https://ror.org/05wzjqa24","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210166112"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lihong Kang","raw_affiliation_strings":["Beijing Remote Sensing Information Institute, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Remote Sensing Information Institute, Beijing, China","institution_ids":["https://openalex.org/I4210166112"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101935214","display_name":"Jing Tian","orcid":"https://orcid.org/0000-0002-7442-352X"},"institutions":[{"id":"https://openalex.org/I4210166112","display_name":"State Key Laboratory of Remote Sensing Science","ror":"https://ror.org/05wzjqa24","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210166112"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Tian","raw_affiliation_strings":["Beijing Remote Sensing Information Institute, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Remote Sensing Information Institute, Beijing, China","institution_ids":["https://openalex.org/I4210166112"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031988983","display_name":"Xiangwei Xing","orcid":"https://orcid.org/0000-0002-7669-8455"},"institutions":[{"id":"https://openalex.org/I4210166112","display_name":"State Key Laboratory of Remote Sensing Science","ror":"https://ror.org/05wzjqa24","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210166112"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangwei Xing","raw_affiliation_strings":["Beijing Remote Sensing Information Institute, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Remote Sensing Information Institute, Beijing, China","institution_ids":["https://openalex.org/I4210166112"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101477348","display_name":"Kangning Du","orcid":"https://orcid.org/0000-0002-2998-757X"},"institutions":[{"id":"https://openalex.org/I78675632","display_name":"Beijing Information Science & Technology University","ror":"https://ror.org/04xnqep60","country_code":"CN","type":"education","lineage":["https://openalex.org/I78675632"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kangning Du","raw_affiliation_strings":["Beijing Information Science and Technology University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Information Science and Technology University, Beijing, China","institution_ids":["https://openalex.org/I78675632"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044069837","display_name":"Huanyu Bian","orcid":"https://orcid.org/0009-0008-9686-4829"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huanyu Bian","raw_affiliation_strings":["Chinese Academy of Sciences Aerospace Information Research Institute, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences Aerospace Information Research Institute, Beijing, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111080268","display_name":"Peiran Song","orcid":null},"institutions":[{"id":"https://openalex.org/I78675632","display_name":"Beijing Information Science & Technology University","ror":"https://ror.org/04xnqep60","country_code":"CN","type":"education","lineage":["https://openalex.org/I78675632"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peiran Song","raw_affiliation_strings":["Beijing Information Science and Technology University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Information Science and Technology University, Beijing, China","institution_ids":["https://openalex.org/I78675632"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102818478","display_name":"Yanan Guo","orcid":"https://orcid.org/0000-0001-8592-6993"},"institutions":[{"id":"https://openalex.org/I78675632","display_name":"Beijing Information Science & Technology University","ror":"https://ror.org/04xnqep60","country_code":"CN","type":"education","lineage":["https://openalex.org/I78675632"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanan Guo","raw_affiliation_strings":["Beijing Information Science and Technology University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Information Science and Technology University, Beijing, China","institution_ids":["https://openalex.org/I78675632"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050367015","display_name":"Chunzhuo Fan","orcid":"https://orcid.org/0000-0001-9980-9595"},"institutions":[{"id":"https://openalex.org/I4210166112","display_name":"State Key Laboratory of Remote Sensing Science","ror":"https://ror.org/05wzjqa24","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210166112"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunzhuo Fan","raw_affiliation_strings":["Beijing Remote Sensing Information Institute, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Remote Sensing Information Institute, Beijing, China","institution_ids":["https://openalex.org/I4210166112"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074242762","display_name":"Chong Fu","orcid":"https://orcid.org/0000-0002-4549-744X"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chong Fu","raw_affiliation_strings":["Northeastern University, Liaoning, China"],"affiliations":[{"raw_affiliation_string":"Northeastern University, Liaoning, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100449291","display_name":"Ye Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ye Zhang","raw_affiliation_strings":["Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":13,"corresponding_author_ids":["https://openalex.org/A5101967199"],"corresponding_institution_ids":["https://openalex.org/I78675632"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":0.3198,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.61941267,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"17","issue":null,"first_page":"16672","last_page":"16691"},"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":0.9889000058174133,"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/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9871000051498413,"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":0.6693891286849976},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6226681470870972},{"id":"https://openalex.org/keywords/change-detection","display_name":"Change detection","score":0.5669464468955994},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5308298468589783},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5037688612937927},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.45358210802078247},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45187562704086304},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.35245293378829956},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1439673900604248}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6693891286849976},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6226681470870972},{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.5669464468955994},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5308298468589783},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5037688612937927},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45358210802078247},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45187562704086304},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.35245293378829956},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1439673900604248},{"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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2024.3450287","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3450287","pdf_url":null,"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":null,"license_id":null,"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:7dc777dd37de485db5169eee1aa113b2","is_oa":true,"landing_page_url":"https://doaj.org/article/7dc777dd37de485db5169eee1aa113b2","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 17, Pp 16672-16691 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2024.3450287","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3450287","pdf_url":null,"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":null,"license_id":null,"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":[],"awards":[{"id":"https://openalex.org/G8449817403","display_name":null,"funder_award_id":"62201066","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"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":67,"referenced_works":["https://openalex.org/W1903029394","https://openalex.org/W2033587325","https://openalex.org/W2073165939","https://openalex.org/W2106677999","https://openalex.org/W2144552105","https://openalex.org/W2167208453","https://openalex.org/W2194775991","https://openalex.org/W2565639579","https://openalex.org/W2630837129","https://openalex.org/W2805152403","https://openalex.org/W2891248708","https://openalex.org/W2951991161","https://openalex.org/W2964110616","https://openalex.org/W2979826702","https://openalex.org/W2981002757","https://openalex.org/W3004369358","https://openalex.org/W3009942016","https://openalex.org/W3014999631","https://openalex.org/W3027225766","https://openalex.org/W3048064159","https://openalex.org/W3099503507","https://openalex.org/W3119131609","https://openalex.org/W3124502372","https://openalex.org/W3130754787","https://openalex.org/W3131500599","https://openalex.org/W3138089561","https://openalex.org/W3168972675","https://openalex.org/W3176244435","https://openalex.org/W3176330035","https://openalex.org/W3180045188","https://openalex.org/W3195032332","https://openalex.org/W3197715477","https://openalex.org/W3202011672","https://openalex.org/W3207122433","https://openalex.org/W4226022474","https://openalex.org/W4226228401","https://openalex.org/W4226305459","https://openalex.org/W4226361741","https://openalex.org/W4285243313","https://openalex.org/W4290755378","https://openalex.org/W4312549298","https://openalex.org/W4318767292","https://openalex.org/W4321021501","https://openalex.org/W4360981268","https://openalex.org/W4376481113","https://openalex.org/W4382317739","https://openalex.org/W4383899720","https://openalex.org/W4384787738","https://openalex.org/W4385245566","https://openalex.org/W4386158869","https://openalex.org/W4387623913","https://openalex.org/W4388506784","https://openalex.org/W4389890877","https://openalex.org/W4391305801","https://openalex.org/W4391582680","https://openalex.org/W4392309229","https://openalex.org/W4392719508","https://openalex.org/W4394007483","https://openalex.org/W4399849882","https://openalex.org/W4402727260","https://openalex.org/W6629944422","https://openalex.org/W6737778391","https://openalex.org/W6739696289","https://openalex.org/W6747753452","https://openalex.org/W6757817989","https://openalex.org/W6784333009","https://openalex.org/W6851987645"],"related_works":["https://openalex.org/W2601157893","https://openalex.org/W2373006798","https://openalex.org/W2131735617","https://openalex.org/W2056912418","https://openalex.org/W2033213769","https://openalex.org/W4312376745","https://openalex.org/W2136016640","https://openalex.org/W2049538278","https://openalex.org/W2886173746","https://openalex.org/W4200043248"],"abstract_inverted_index":{"Remote":[0],"sensing":[1,234],"image":[2],"change":[3,64],"detection":[4],"(RSCD)":[5],"based":[6,137],"on":[7,41,138,155,240],"deep":[8],"learning":[9],"technology":[10],"has":[11],"made":[12],"remarkable":[13],"achievements.":[14],"Meanwhile,":[15],"the":[16,35,53,119,139,159,166,194,206,220,224,230,241,258],"enhancement":[17,149],"of":[18,55,161,214,232],"network":[19,77,108,120],"architectures":[20],"and":[21,89,244,253],"advancements":[22],"in":[23,125,133],"optimization":[24],"algorithms":[25],"have":[26],"pushed":[27],"RSCD":[28,37,94,235],"performance":[29,231],"to":[30,60,81,91,109,121,152,164,171],"a":[31,72,100,146,181,189],"higher":[32],"stage.":[33],"However,":[34],"existing":[36],"methods":[38],"mainly":[39],"focus":[40,154],"extracting":[42],"differential":[43],"information":[44,124,132,163,168,216],"between":[45,141],"pixel":[46],"pairs":[47],"from":[48],"bitemporal":[49],"images,":[50],"while":[51,128],"neglecting":[52],"importance":[54],"using":[56],"complementary":[57,173],"multiscale":[58,73,86,195],"features":[59,87,112],"uncover":[61],"hierarchical":[62,111,142],"semantic":[63],"information.":[65],"To":[66],"address":[67],"these":[68],"issues,":[69],"we":[70,97,144,179],"propose":[71],"feature":[74,83,106,177,184,200,225],"interaction":[75,88,185],"hybrid":[76],"(MFIHNet),":[78],"which":[79,187],"aims":[80],"enhance":[82,92],"discriminability":[84],"by":[85],"fusion":[90,226],"model":[93],"performance.":[95,263],"Specifically,":[96],"first":[98],"design":[99,145],"cascaded":[101],"convolutional":[102],"neural":[103],"networks":[104],"(CNN)-Transformer":[105],"extraction":[107],"capture":[110],"at":[113,269],"different":[114,176,212],"scales.":[115],"This":[116],"strategy":[117],"enables":[118],"preserve":[122],"detailed":[123],"shallow":[126],"layers":[127],"grasping":[129],"more":[130],"contextual":[131],"high":[134],"layers.":[135],"Subsequently,":[136],"differences":[140],"features,":[143],"novel":[147,182],"edge":[148,162],"module":[150],"(EM)":[151],"adaptively":[153],"key":[156],"areas":[157],"under":[158],"guidance":[160],"make":[165],"changed":[167],"clearer.":[169],"Furthermore,":[170],"ensure":[172],"advantages":[174],"among":[175],"layers,":[178],"devise":[180],"cross-scale":[183],"module,":[186],"introduces":[188],"region-specific":[190],"atrous":[191],"convolution":[192],"into":[193],"attention":[196],"mechanism":[197],"for":[198],"improving":[199,229],"coassistance":[201],"capacity.":[202],"In":[203],"this":[204],"way,":[205],"MFIHNet":[207],"not":[208],"only":[209],"effectively":[210],"obtains":[211],"types":[213],"fine-grained":[215],"but":[217],"also":[218],"reduces":[219],"loss":[221],"incurred":[222],"during":[223],"process,":[227],"thereby":[228],"remote":[233],"tasks.":[236],"Extensive":[237],"experimental":[238],"results":[239],"challenging":[242],"CDD":[243],"GZ-CD":[245],"datasets,":[246],"with":[247],"mean":[248],"F1":[249],"scores":[250],"reaching":[251],"98.1%":[252],"87.4%,":[254],"respectively,":[255],"demonstrate":[256],"that":[257],"proposed":[259],"method":[260],"achieves":[261],"competitive":[262],"Our":[264],"source":[265],"codes":[266],"are":[267],"available":[268],"<uri":[270],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[271],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/qliu520/MFIHNet</uri>.":[272]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}