{"id":"https://openalex.org/W4399526338","doi":"https://doi.org/10.1109/tcsvt.2024.3407057","title":"DIE-CDK: A Discriminative Information Enhancement Method With Cross-Modal Domain Knowledge for Fine-Grained Ship Detection","display_name":"DIE-CDK: A Discriminative Information Enhancement Method With Cross-Modal Domain Knowledge for Fine-Grained Ship Detection","publication_year":2024,"publication_date":"2024-06-11","ids":{"openalex":"https://openalex.org/W4399526338","doi":"https://doi.org/10.1109/tcsvt.2024.3407057"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2024.3407057","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2024.3407057","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Circuits and Systems for Video Technology","raw_type":"journal-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/A5035821066","display_name":"Yinsai Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yinsai Guo","raw_affiliation_strings":["School of Computer Engineering and Science, Shanghai University, Shanghai, China","School of Computer Engineer and Science, Shanghai University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering and Science, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I141962983"]},{"raw_affiliation_string":"School of Computer Engineer and Science, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I141962983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062917240","display_name":"Hang Yu","orcid":"https://orcid.org/0000-0003-3444-9992"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hang Yu","raw_affiliation_strings":["School of Computer Engineering and Science, Shanghai University, Shanghai, China","School of Computer Engineer and Science, Shanghai University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering and Science, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I141962983"]},{"raw_affiliation_string":"School of Computer Engineer and Science, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I141962983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100516312","display_name":"Liyan Ma","orcid":"https://orcid.org/0000-0001-8377-0163"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liyan Ma","raw_affiliation_strings":["School of Computer Engineering and Science, Shanghai University, Shanghai, China","School of Computer Engineer and Science, Shanghai University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering and Science, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I141962983"]},{"raw_affiliation_string":"School of Computer Engineer and Science, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I141962983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100426947","display_name":"Xiangfeng Luo","orcid":"https://orcid.org/0000-0003-4577-9241"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangfeng Luo","raw_affiliation_strings":["School of Computer Engineering and Science, Shanghai University, Shanghai, China","School of Computer Engineer and Science, Shanghai University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering and Science, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I141962983"]},{"raw_affiliation_string":"School of Computer Engineer and Science, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I141962983"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086702173","display_name":"Shaorong Xie","orcid":"https://orcid.org/0000-0002-8016-9310"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaorong Xie","raw_affiliation_strings":["School of Computer Engineering and Science, Shanghai University, Shanghai, China","School of Computer Engineer and Science, Shanghai University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering and Science, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I141962983"]},{"raw_affiliation_string":"School of Computer Engineer and Science, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I141962983"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5035821066"],"corresponding_institution_ids":["https://openalex.org/I141962983"],"apc_list":null,"apc_paid":null,"fwci":2.087,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.85768048,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"34","issue":"11","first_page":"10646","last_page":"10661"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12086","display_name":"Structural Integrity and Reliability Analysis","score":0.8934999704360962,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"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/T12086","display_name":"Structural Integrity and Reliability Analysis","score":0.8934999704360962,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"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/T11622","display_name":"Maritime Navigation and Safety","score":0.8927000164985657,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.8228999972343445,"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/computer-science","display_name":"Computer science","score":0.6542892456054688},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.5944282412528992},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.5791847109794617},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.47581201791763306},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4072399437427521},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19982197880744934},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.12629598379135132}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6542892456054688},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.5944282412528992},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.5791847109794617},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.47581201791763306},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4072399437427521},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19982197880744934},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.12629598379135132},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2024.3407057","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2024.3407057","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Circuits and Systems for Video Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7099999785423279,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G7533787693","display_name":null,"funder_award_id":"23ZR1423500","funder_id":"https://openalex.org/F4320325599","funder_display_name":"University of Science and Technology of China"},{"id":"https://openalex.org/G8645408799","display_name":null,"funder_award_id":"61991410","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"},{"id":"https://openalex.org/F4320325599","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1861492603","https://openalex.org/W1977792424","https://openalex.org/W2042149502","https://openalex.org/W2056983979","https://openalex.org/W2118568766","https://openalex.org/W2520816161","https://openalex.org/W2554320282","https://openalex.org/W2565639579","https://openalex.org/W2566356915","https://openalex.org/W2570343428","https://openalex.org/W2606663706","https://openalex.org/W2885291434","https://openalex.org/W2912834795","https://openalex.org/W2932399282","https://openalex.org/W2940925558","https://openalex.org/W2963351448","https://openalex.org/W2965745049","https://openalex.org/W2982770724","https://openalex.org/W2997601829","https://openalex.org/W3005760059","https://openalex.org/W3009977275","https://openalex.org/W3035396860","https://openalex.org/W3035484794","https://openalex.org/W3046828085","https://openalex.org/W3121020412","https://openalex.org/W3171660447","https://openalex.org/W3172087149","https://openalex.org/W3172752666","https://openalex.org/W3179888767","https://openalex.org/W3194765692","https://openalex.org/W3197617356","https://openalex.org/W3205483686","https://openalex.org/W3206734547","https://openalex.org/W4211133994","https://openalex.org/W4214491048","https://openalex.org/W4214507171","https://openalex.org/W4225135483","https://openalex.org/W4289752563","https://openalex.org/W4304084267","https://openalex.org/W4312710113","https://openalex.org/W4316038422","https://openalex.org/W4319265460","https://openalex.org/W4362627132","https://openalex.org/W4365140161","https://openalex.org/W4365452225","https://openalex.org/W4365800600","https://openalex.org/W4385245566","https://openalex.org/W4386076325","https://openalex.org/W4390873752","https://openalex.org/W4391651267","https://openalex.org/W6753127857","https://openalex.org/W6779586474","https://openalex.org/W6792148081","https://openalex.org/W6809665764","https://openalex.org/W6811230874"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W4389116644","https://openalex.org/W2153315159","https://openalex.org/W3103844505","https://openalex.org/W259157601","https://openalex.org/W4205463238","https://openalex.org/W2761785940","https://openalex.org/W1482209366","https://openalex.org/W2110523656"],"abstract_inverted_index":{"Due":[0],"to":[1,47,71,100,163],"the":[2,44,51,102,127,139,147,150,157],"overarching":[3],"similarities":[4],"of":[5,69,129,149],"ships,":[6],"subtle":[7],"information":[8,17,54,70,82,104],"is":[9,18,99,126,136,146,154],"imperative":[10],"for":[11,90],"fine-grained":[12,39,91,106,166,195],"ship":[13,92,167,173,196],"detection.":[14,93],"However,":[15],"this":[16],"easily":[19],"lost":[20],"in":[21,187],"adverse":[22],"weather":[23],"(e.g.,":[24,55,132],"fog,":[25],"rain,":[26],"snow,":[27],"and":[28,36,59,120,142,190,197],"cloud)":[29],"or":[30],"occlusion":[31],"scenarios.":[32],"Experts":[33],"can":[34],"quickly":[35],"accurately":[37],"recognize":[38],"objects":[40],"because":[41],"they":[42,63],"have":[43],"domain":[45,87,111,116],"knowledge":[46,88,117,125,128,145,148],"help":[48],"them":[49],"find":[50],"most":[52],"discriminative":[53,81,103],"edge,":[56],"structure,":[57],"texture,":[58],"class":[60,151],"semantics);":[61],"thus,":[62],"do":[64],"not":[65],"need":[66],"a":[67,80,171],"lot":[68],"make":[72],"an":[73],"identification.":[74],"Motivated":[75],"by":[76,108],"it,":[77],"we":[78,169],"propose":[79],"enhancement":[83],"method":[84,183],"with":[85],"cross-modal":[86,110,115],"(DIE-CDK)":[89],"The":[94,113],"core":[95],"idea":[96],"behind":[97],"DIE-CDK":[98,182],"enhance":[101],"about":[105],"ships":[107],"fusing":[109],"knowledge.":[112],"introduced":[114],"comprises":[118],"local":[119,124],"global":[121,144],"knowledge:":[122],"1)":[123],"visual":[130],"shape":[131],"edge":[133],"contour)":[134],"which":[135,153],"extracted":[137],"from":[138,156],"image":[140],"domain;":[141],"2)":[143],"semantics":[152],"obtained":[155],"common":[158],"sense":[159],"domain.":[160],"In":[161],"addition,":[162],"further":[164],"study":[165],"detection,":[168],"introduce":[170],"Fine-grained":[172],"dataset":[174],"(called":[175],"FgShips).":[176],"Experiments":[177],"show":[178],"that":[179],"our":[180],"proposed":[181],"achieves":[184],"impressive":[185],"gains":[186],"detection":[188],"performance":[189],"outperforms":[191],"state-of-the-art":[192],"methods":[193],"on":[194],"public":[198],"datasets.":[199]},"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":2}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}