{"id":"https://openalex.org/W4391164448","doi":"https://doi.org/10.1109/lsp.2024.3358108","title":"Distillation-Based Utility Assessment for Compacted Underwater Information","display_name":"Distillation-Based Utility Assessment for Compacted Underwater Information","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4391164448","doi":"https://doi.org/10.1109/lsp.2024.3358108"},"language":"en","primary_location":{"id":"doi:10.1109/lsp.2024.3358108","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lsp.2024.3358108","pdf_url":null,"source":{"id":"https://openalex.org/S120629676","display_name":"IEEE Signal Processing Letters","issn_l":"1070-9908","issn":["1070-9908","1558-2361"],"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 Signal Processing Letters","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/A5102928140","display_name":"Honggang Liao","orcid":"https://orcid.org/0009-0007-9680-9478"},"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":"Honggang Liao","raw_affiliation_strings":["Fujian Key Lab for Intelligent Processing and Wireless Transmission of Media Information, Fuzhou University, Fuzhou, China"],"raw_orcid":"https://orcid.org/0009-0007-9680-9478","affiliations":[{"raw_affiliation_string":"Fujian Key Lab for Intelligent Processing and Wireless Transmission of Media Information, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056831395","display_name":"Nanfeng Jiang","orcid":"https://orcid.org/0000-0003-1810-8311"},"institutions":[{"id":"https://openalex.org/I75867142","display_name":"Xiamen University of Technology","ror":"https://ror.org/01285e189","country_code":"CN","type":"education","lineage":["https://openalex.org/I75867142"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nanfeng Jiang","raw_affiliation_strings":["Fujian Key Laboratory of Pattern Recognition and Image Understanding, Xiamen University of Technology, Xiamen, China"],"raw_orcid":"https://orcid.org/0000-0003-1810-8311","affiliations":[{"raw_affiliation_string":"Fujian Key Laboratory of Pattern Recognition and Image Understanding, Xiamen University of Technology, Xiamen, China","institution_ids":["https://openalex.org/I75867142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016217185","display_name":"Weiling Chen","orcid":"https://orcid.org/0000-0002-1400-1659"},"institutions":[{"id":"https://openalex.org/I4210156302","display_name":"Tan Kah Kee Innovation Laboratory","ror":"https://ror.org/05jxgts87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210156302"]},{"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":"Weiling Chen","raw_affiliation_strings":["Fujian Key Lab for Intelligent Processing and Wireless Transmission of Media Information, Fuzhou University, Fuzhou, China","Fujian Science & Technology Innovation Laboratory for Optoelectronic Information of China, Fuzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-1400-1659","affiliations":[{"raw_affiliation_string":"Fujian Key Lab for Intelligent Processing and Wireless Transmission of Media Information, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]},{"raw_affiliation_string":"Fujian Science & Technology Innovation Laboratory for Optoelectronic Information of China, Fuzhou, China","institution_ids":["https://openalex.org/I4210156302"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003031867","display_name":"Hongan Wei","orcid":"https://orcid.org/0000-0002-5937-124X"},"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":"Hongan Wei","raw_affiliation_strings":["Fujian Key Lab for Intelligent Processing and Wireless Transmission of Media Information, Fuzhou University, Fuzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-5937-124X","affiliations":[{"raw_affiliation_string":"Fujian Key Lab for Intelligent Processing and Wireless Transmission of Media Information, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057108758","display_name":"Tiesong Zhao","orcid":"https://orcid.org/0000-0002-7497-8883"},"institutions":[{"id":"https://openalex.org/I4210156302","display_name":"Tan Kah Kee Innovation Laboratory","ror":"https://ror.org/05jxgts87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210156302"]},{"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":"Tiesong Zhao","raw_affiliation_strings":["Fujian Key Lab for Intelligent Processing and Wireless Transmission of Media Information, Fuzhou University, Fuzhou, China","Fujian Science & Technology Innovation Laboratory for Optoelectronic Information of China, Fuzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-7497-8883","affiliations":[{"raw_affiliation_string":"Fujian Key Lab for Intelligent Processing and Wireless Transmission of Media Information, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]},{"raw_affiliation_string":"Fujian Science & Technology Innovation Laboratory for Optoelectronic Information of China, Fuzhou, China","institution_ids":["https://openalex.org/I4210156302"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4306,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.81359951,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"31","issue":null,"first_page":"481","last_page":"485"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9846000075340271,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9846000075340271,"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/T11698","display_name":"Underwater Acoustics Research","score":0.983299970626831,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9764999747276306,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5896900296211243},{"id":"https://openalex.org/keywords/underwater","display_name":"Underwater","score":0.5876461863517761},{"id":"https://openalex.org/keywords/distillation","display_name":"Distillation","score":0.58230060338974},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3722221553325653},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3398158550262451},{"id":"https://openalex.org/keywords/petroleum-engineering","display_name":"Petroleum engineering","score":0.3230974078178406},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.32054150104522705},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1999495029449463},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1610422432422638}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5896900296211243},{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.5876461863517761},{"id":"https://openalex.org/C204030448","wikidata":"https://www.wikidata.org/wiki/Q101017","display_name":"Distillation","level":2,"score":0.58230060338974},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3722221553325653},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3398158550262451},{"id":"https://openalex.org/C78762247","wikidata":"https://www.wikidata.org/wiki/Q1273174","display_name":"Petroleum engineering","level":1,"score":0.3230974078178406},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.32054150104522705},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1999495029449463},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1610422432422638},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lsp.2024.3358108","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lsp.2024.3358108","pdf_url":null,"source":{"id":"https://openalex.org/S120629676","display_name":"IEEE Signal Processing Letters","issn_l":"1070-9908","issn":["1070-9908","1558-2361"],"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 Signal Processing Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6035754131","display_name":null,"funder_award_id":"62171134","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1536680647","https://openalex.org/W1861492603","https://openalex.org/W1977725648","https://openalex.org/W1982471090","https://openalex.org/W2000130062","https://openalex.org/W2018764866","https://openalex.org/W2018798569","https://openalex.org/W2051596736","https://openalex.org/W2133665775","https://openalex.org/W2143901157","https://openalex.org/W2155969329","https://openalex.org/W2161927477","https://openalex.org/W2162692770","https://openalex.org/W2193145675","https://openalex.org/W2194775991","https://openalex.org/W2473697052","https://openalex.org/W2511954434","https://openalex.org/W2563786098","https://openalex.org/W2729216696","https://openalex.org/W2789433444","https://openalex.org/W2806667453","https://openalex.org/W2808108001","https://openalex.org/W2905544033","https://openalex.org/W2989604896","https://openalex.org/W3034971973","https://openalex.org/W3138516171","https://openalex.org/W3186910762","https://openalex.org/W3204032804","https://openalex.org/W3206484473","https://openalex.org/W4212928092","https://openalex.org/W4224267514","https://openalex.org/W4292787477","https://openalex.org/W4312606564","https://openalex.org/W4323781608","https://openalex.org/W4379116867","https://openalex.org/W4386076325","https://openalex.org/W6638523607","https://openalex.org/W6739901393","https://openalex.org/W6784094891","https://openalex.org/W6784333009","https://openalex.org/W6798838024","https://openalex.org/W6843239693"],"related_works":["https://openalex.org/W4388412763","https://openalex.org/W2591930867","https://openalex.org/W1999583034","https://openalex.org/W2891537746","https://openalex.org/W3168963531","https://openalex.org/W2773822314","https://openalex.org/W2953138830","https://openalex.org/W3176162126","https://openalex.org/W3217214504","https://openalex.org/W3201231642"],"abstract_inverted_index":{"The":[0,103],"limited":[1],"bandwidth":[2],"of":[3,13,72,92,112,121],"underwater":[4,73,188],"acoustic":[5],"channels":[6],"poses":[7],"a":[8,57,132,137,151],"challenge":[9],"to":[10,23,143,164],"the":[11,20,32,43,70,81,109,166],"efficiency":[12],"multimedia":[14],"information":[15,40,99,123,189],"transmission.":[16],"To":[17],"improve":[18],"efficiency,":[19],"system":[21],"aims":[22],"transmit":[24],"less":[25],"data":[26],"while":[27],"maintaining":[28],"image":[29],"utility":[30,37,90,104,119],"at":[31,100],"receiving":[33],"end.":[34],"Although":[35],"assessing":[36],"within":[38,186],"compressed":[39,98,187],"is":[41,78,106],"essential,":[42],"current":[44],"methods":[45],"exhibit":[46],"limitations":[47],"in":[48,69,80],"addressing":[49],"utility-driven":[50],"quality":[51,67,154,185],"assessment.":[52],"Therefore,":[53],"this":[54],"paper":[55],"introduces":[56],"Distillation-based":[58],"Compacted":[59],"Information":[60],"Quality":[61,85],"assessment":[62],"metric":[63],"(DCIQ)":[64],"for":[65],"utility-oriented":[66,138,152,184],"evaluation":[68],"context":[71],"machine":[74],"vision.":[75],"This":[76],"method":[77],"conducted":[79],"Utility-oriented":[82],"compacted":[83,122,157],"Image":[84],"Dataset":[86],"(UIQD)":[87],"that":[88,178],"contains":[89],"qualities":[91],"reference":[93],"images":[94],"and":[95,129],"their":[96],"corresponding":[97],"different":[101,145],"levels.":[102],"score":[105],"derived":[107],"from":[108],"average":[110],"confidence":[111],"various":[113],"object":[114],"detection":[115,146],"models.":[116],"In":[117],"DCIQ,":[118],"features":[120],"are":[124],"acquired":[125],"through":[126],"transfer":[127],"learning":[128],"mapped":[130],"using":[131],"Transformer.":[133],"Besides,":[134],"we":[135,161],"propose":[136],"cross-model":[139],"feature":[140,153,158],"fusion":[141],"mechanism":[142],"address":[144],"algorithm":[147],"preferences.":[148],"After":[149],"that,":[150],"measure":[155],"assesses":[156],"utility.":[159],"Finally,":[160],"utilize":[162],"distillation":[163],"compress":[165],"model":[167],"by":[168,172],"reducing":[169],"its":[170],"parameters":[171],"55%.":[173],"Experiment":[174],"results":[175],"effectively":[176],"demonstrate":[177],"our":[179],"proposed":[180],"DCIQ":[181],"can":[182],"predict":[183]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
