{"id":"https://openalex.org/W4409640855","doi":"https://doi.org/10.1109/tgrs.2025.3562717","title":"VGRSS: Datasets and Models for Visual Grounding in Remote Sensing Ship Images","display_name":"VGRSS: Datasets and Models for Visual Grounding in Remote Sensing Ship Images","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4409640855","doi":"https://doi.org/10.1109/tgrs.2025.3562717"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2025.3562717","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2025.3562717","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Geoscience and Remote Sensing","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/A5003775716","display_name":"Yaxiong Chen","orcid":"https://orcid.org/0000-0002-2903-6723"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]},{"id":"https://openalex.org/I4210149102","display_name":"Sanya University","ror":"https://ror.org/04fa2qd52","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149102"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yaxiong Chen","raw_affiliation_strings":["Sanya Science and Education Innovation Park, Wuhan University of Technology, Sanya, China"],"affiliations":[{"raw_affiliation_string":"Sanya Science and Education Innovation Park, Wuhan University of Technology, Sanya, China","institution_ids":["https://openalex.org/I4210149102","https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101704277","display_name":"Lihua Zhan","orcid":"https://orcid.org/0000-0002-4664-4085"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]},{"id":"https://openalex.org/I4210149102","display_name":"Sanya University","ror":"https://ror.org/04fa2qd52","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149102"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liwen Zhan","raw_affiliation_strings":["Sanya Science and Education Innovation Park, Wuhan University of Technology, Sanya, China"],"affiliations":[{"raw_affiliation_string":"Sanya Science and Education Innovation Park, Wuhan University of Technology, Sanya, China","institution_ids":["https://openalex.org/I4210149102","https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005399031","display_name":"Yichen Zhao","orcid":"https://orcid.org/0000-0001-7552-3453"},"institutions":[{"id":"https://openalex.org/I4210149102","display_name":"Sanya University","ror":"https://ror.org/04fa2qd52","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149102"]},{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yichen Zhao","raw_affiliation_strings":["Sanya Science and Education Innovation Park, Wuhan University of Technology, Sanya, China"],"affiliations":[{"raw_affiliation_string":"Sanya Science and Education Innovation Park, Wuhan University of Technology, Sanya, China","institution_ids":["https://openalex.org/I4210149102","https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011707621","display_name":"Shengwu Xiong","orcid":"https://orcid.org/0000-0002-4006-7029"},"institutions":[{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]},{"id":"https://openalex.org/I4391012619","display_name":"Shanghai Artificial Intelligence Laboratory","ror":"https://ror.org/03wkvpx79","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391012619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengwu Xiong","raw_affiliation_strings":["Shanghai Artificial Intelligence Laboratory, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Artificial Intelligence Laboratory, Shanghai, China","institution_ids":["https://openalex.org/I4210100255","https://openalex.org/I4391012619"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018824735","display_name":"Xiaoqiang Lu","orcid":"https://orcid.org/0000-0002-7037-5188"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoqiang Lu","raw_affiliation_strings":["College of Physics and Information Engineering, Fuzhou University, Fuzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Physics and Information Engineering, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5003775716"],"corresponding_institution_ids":["https://openalex.org/I196699116","https://openalex.org/I4210149102"],"apc_list":null,"apc_paid":null,"fwci":2.3554,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.86829388,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"63","issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12983","display_name":"Satellite Image Processing and Photogrammetry","score":0.9715999960899353,"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"}},"topics":[{"id":"https://openalex.org/T12983","display_name":"Satellite Image Processing and Photogrammetry","score":0.9715999960899353,"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9204000234603882,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12316","display_name":"Oil Spill Detection and Mitigation","score":0.9074000120162964,"subfield":{"id":"https://openalex.org/subfields/2310","display_name":"Pollution"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.769881010055542},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6589558124542236},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4268595576286316},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.42094963788986206},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.3632718026638031}],"concepts":[{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.769881010055542},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6589558124542236},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4268595576286316},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.42094963788986206},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.3632718026638031}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2025.3562717","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2025.3562717","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Geoscience and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":71,"referenced_works":["https://openalex.org/W1825604117","https://openalex.org/W2185175083","https://openalex.org/W2194775991","https://openalex.org/W2247513039","https://openalex.org/W2251512949","https://openalex.org/W2489434015","https://openalex.org/W2561715562","https://openalex.org/W2606473278","https://openalex.org/W2606746036","https://openalex.org/W2619383789","https://openalex.org/W2755188318","https://openalex.org/W2788202095","https://openalex.org/W2904910963","https://openalex.org/W2907143950","https://openalex.org/W2928007866","https://openalex.org/W2952524542","https://openalex.org/W2962764817","https://openalex.org/W2962766617","https://openalex.org/W2963109634","https://openalex.org/W2963150697","https://openalex.org/W2963383024","https://openalex.org/W2963389687","https://openalex.org/W2963735856","https://openalex.org/W2963783181","https://openalex.org/W2963914122","https://openalex.org/W2964276121","https://openalex.org/W2964284374","https://openalex.org/W2964345792","https://openalex.org/W2983358816","https://openalex.org/W2984121207","https://openalex.org/W2986755220","https://openalex.org/W2986803748","https://openalex.org/W2987734933","https://openalex.org/W3034764937","https://openalex.org/W3034952258","https://openalex.org/W3038038411","https://openalex.org/W3047058320","https://openalex.org/W3090449556","https://openalex.org/W3091588028","https://openalex.org/W3096609285","https://openalex.org/W3109337433","https://openalex.org/W3110435696","https://openalex.org/W3117344638","https://openalex.org/W3122173535","https://openalex.org/W3133500032","https://openalex.org/W3138683983","https://openalex.org/W3140792177","https://openalex.org/W3154766321","https://openalex.org/W3174004334","https://openalex.org/W3179868941","https://openalex.org/W3206799531","https://openalex.org/W3213288046","https://openalex.org/W4210820868","https://openalex.org/W4214490042","https://openalex.org/W4224911357","https://openalex.org/W4225517085","https://openalex.org/W4226456028","https://openalex.org/W4283029876","https://openalex.org/W4304084012","https://openalex.org/W4312351586","https://openalex.org/W4313145013","https://openalex.org/W4316661266","https://openalex.org/W4322707256","https://openalex.org/W4385245566","https://openalex.org/W4386212341","https://openalex.org/W4396523243","https://openalex.org/W6755207826","https://openalex.org/W6757135208","https://openalex.org/W6763509872","https://openalex.org/W6797397777","https://openalex.org/W6845668075"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"This":[0,145,169,237],"paper":[1],"introduces":[2],"a":[3,73,138,159,184,195],"task":[4,85],"named":[5,119,133],"Visual":[6,140],"Grounding":[7],"of":[8,16,39,62],"Remote":[9],"Sensing":[10],"Ship":[11],"Images":[12],"(VGRSS).":[13],"The":[14],"goal":[15],"VGRSS":[17,84,245],"is":[18,111,124],"to":[19,45,58],"locate":[20],"ship":[21,65,67,105],"objects":[22],"in":[23,76],"remote":[24,40,50,63,103,116],"sensing":[25,41,51,64,104,117],"images":[26,42,52],"guided":[27],"by":[28,200],"natural":[29,54,70,217],"language.":[30,55],"Extensive":[31],"research":[32],"has":[33],"been":[34],"conducted":[35],"on":[36,113,126,165,222,234],"multimodal":[37,166],"processing":[38],"and":[43,86,175,178,190,226],"text":[44],"retrieve":[46],"rich":[47],"information":[48],"from":[49],"using":[53,69,183],"However,":[56],"due":[57],"the":[59,83,114,122,127,172,208,223,235],"unique":[60],"characteristics":[61],"images,":[66],"localization":[68],"language":[71,151,174],"remains":[72],"challenge.":[74],"Therefore,":[75],"this":[77],"work,":[78],"we":[79,100,136,157,193,212],"construct":[80,101],"datasets":[81,106],"for":[82,107,242],"explore":[87],"deep":[88],"learning":[89],"models.":[90,246],"Specifically,":[91],"our":[92],"contributions":[93],"can":[94],"be":[95],"summarized":[96],"as":[97],"follows:":[98],"First,":[99],"two":[102],"visual":[108,148,176,219],"grounding.":[109],"One":[110],"based":[112,125,164,233],"optical":[115],"dataset,":[118,132],"RSSVG,":[120],"while":[121],"other":[123],"synthetic":[128],"aperture":[129],"radar":[130],"(SAR)":[131],"SARVG.":[134],"Second,":[135],"propose":[137,158],"Language-Guided":[139],"Feature":[141],"Enhancement":[142],"(LVFE)":[143],"module.":[144],"module":[146,163,170],"enhances":[147],"features":[149],"through":[150],"guidance":[152],"before":[153],"Visual-Linguistic":[154,160],"Fusion.":[155],"Third,":[156],"Fusion":[161],"(VLF)":[162],"feature":[167,181],"stacking.":[168],"inputs":[171],"stacked":[173],"features,":[177],"then":[179,229],"performs":[180],"fusion":[182],"Transformer,":[185],"enabling":[186],"effective":[187],"cross-modal":[188],"interaction":[189],"integration.":[191],"Fourth,":[192],"introduce":[194],"novel":[196],"loss":[197,209],"calculation":[198],"method":[199],"incorporating":[201],"Enhanced":[202],"Intersection":[203],"over":[204],"Union":[205],"(EIoU)":[206],"into":[207],"function.":[210],"Finally,":[211],"benchmark":[213],"extensive":[214],"state-of-the-art":[215],"(SOTA)":[216],"image":[218],"grounding":[220],"methods":[221],"constructed":[224],"RSSVG":[225],"SARVG":[227],"datasets,":[228],"provide":[230],"insightful":[231],"analysis":[232],"results.":[236],"work":[238],"offers":[239],"valuable":[240],"insights":[241],"developing":[243],"better":[244]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}