{"id":"https://openalex.org/W4404056751","doi":"https://doi.org/10.1109/tcsvt.2024.3491907","title":"Underwater Salient Object Detection via Dual-Stage Self-Paced Learning and Depth Emphasis","display_name":"Underwater Salient Object Detection via Dual-Stage Self-Paced Learning and Depth Emphasis","publication_year":2024,"publication_date":"2024-11-05","ids":{"openalex":"https://openalex.org/W4404056751","doi":"https://doi.org/10.1109/tcsvt.2024.3491907"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2024.3491907","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2024.3491907","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/A5101707158","display_name":"Jin Jianhui","orcid":"https://orcid.org/0009-0003-1714-1379"},"institutions":[{"id":"https://openalex.org/I109935558","display_name":"Ningbo University","ror":"https://ror.org/03et85d35","country_code":"CN","type":"education","lineage":["https://openalex.org/I109935558"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianhui Jin","raw_affiliation_strings":["School of Information Science and Engineering, Ningbo University, Ningbo, China"],"raw_orcid":"https://orcid.org/0009-0003-1714-1379","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Ningbo University, Ningbo, China","institution_ids":["https://openalex.org/I109935558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000581688","display_name":"Qiuping Jiang","orcid":"https://orcid.org/0000-0002-6025-9343"},"institutions":[{"id":"https://openalex.org/I109935558","display_name":"Ningbo University","ror":"https://ror.org/03et85d35","country_code":"CN","type":"education","lineage":["https://openalex.org/I109935558"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiuping Jiang","raw_affiliation_strings":["School of Information Science and Engineering, Ningbo University, Ningbo, China"],"raw_orcid":"https://orcid.org/0000-0002-6025-9343","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Ningbo University, Ningbo, China","institution_ids":["https://openalex.org/I109935558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112186826","display_name":"Qingyuan Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I116465919","display_name":"Kogakuin University","ror":"https://ror.org/01wc2tq75","country_code":"JP","type":"education","lineage":["https://openalex.org/I116465919"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Qingyuan Wu","raw_affiliation_strings":["Department of Information Science, and the Graduate School of Engineering, Kogakuin University, Tokyo, Japan","Kogakuin University, Tokyo, Japan"],"raw_orcid":"https://orcid.org/0009-0009-4097-3361","affiliations":[{"raw_affiliation_string":"Department of Information Science, and the Graduate School of Engineering, Kogakuin University, Tokyo, Japan","institution_ids":["https://openalex.org/I116465919"]},{"raw_affiliation_string":"Kogakuin University, Tokyo, Japan","institution_ids":["https://openalex.org/I116465919"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055918030","display_name":"Binwei Xu","orcid":"https://orcid.org/0000-0001-6763-9202"},"institutions":[{"id":"https://openalex.org/I109935558","display_name":"Ningbo University","ror":"https://ror.org/03et85d35","country_code":"CN","type":"education","lineage":["https://openalex.org/I109935558"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Binwei Xu","raw_affiliation_strings":["School of Information Science and Engineering, Ningbo University, Ningbo, China"],"raw_orcid":"https://orcid.org/0000-0001-6763-9202","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Ningbo University, Ningbo, China","institution_ids":["https://openalex.org/I109935558"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091558139","display_name":"Runmin Cong","orcid":"https://orcid.org/0000-0003-0972-4008"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Runmin Cong","raw_affiliation_strings":["School of Control Science and Engineering and the Key Laboratory of Machine Intelligence and System Control, Ministry of Education, Shandong University, Jinan, Shandong, China","Ministry of Education, School of Control Science and Engineering and the Key Laboratory of Machine Intelligence and System Control, Shandong University, Jinan, Shandong, China"],"raw_orcid":"https://orcid.org/0000-0003-0972-4008","affiliations":[{"raw_affiliation_string":"School of Control Science and Engineering and the Key Laboratory of Machine Intelligence and System Control, Ministry of Education, Shandong University, Jinan, Shandong, China","institution_ids":["https://openalex.org/I154099455"]},{"raw_affiliation_string":"Ministry of Education, School of Control Science and Engineering and the Key Laboratory of Machine Intelligence and System Control, Shandong University, Jinan, Shandong, China","institution_ids":["https://openalex.org/I154099455"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.1407,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.96173086,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"35","issue":"3","first_page":"2147","last_page":"2160"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.983299970626831,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.983299970626831,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"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/T11019","display_name":"Image Enhancement Techniques","score":0.9613999724388123,"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":0.9544000029563904,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6415843963623047},{"id":"https://openalex.org/keywords/underwater","display_name":"Underwater","score":0.5987668633460999},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.580061674118042},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5753503441810608},{"id":"https://openalex.org/keywords/emphasis","display_name":"Emphasis (telecommunications)","score":0.4720419645309448},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.47127577662467957},{"id":"https://openalex.org/keywords/stage","display_name":"Stage (stratigraphy)","score":0.46147724986076355},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.4564738869667053},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.4337605834007263},{"id":"https://openalex.org/keywords/salient","display_name":"Salient","score":0.43057870864868164},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3557858467102051},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10800915956497192},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.09954240918159485}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6415843963623047},{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.5987668633460999},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.580061674118042},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5753503441810608},{"id":"https://openalex.org/C177454536","wikidata":"https://www.wikidata.org/wiki/Q578290","display_name":"Emphasis (telecommunications)","level":2,"score":0.4720419645309448},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.47127577662467957},{"id":"https://openalex.org/C146357865","wikidata":"https://www.wikidata.org/wiki/Q1123245","display_name":"Stage (stratigraphy)","level":2,"score":0.46147724986076355},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.4564738869667053},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4337605834007263},{"id":"https://openalex.org/C2780719617","wikidata":"https://www.wikidata.org/wiki/Q1030752","display_name":"Salient","level":2,"score":0.43057870864868164},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3557858467102051},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10800915956497192},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.09954240918159485},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2024.3491907","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2024.3491907","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":[],"awards":[{"id":"https://openalex.org/G1436512708","display_name":null,"funder_award_id":"62271277","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4447798390","display_name":null,"funder_award_id":"LR22F020002","funder_id":"https://openalex.org/F4320332587","funder_display_name":"Natural Science Foundation of Ningbo"},{"id":"https://openalex.org/G7358290909","display_name":null,"funder_award_id":"2022J081","funder_id":"https://openalex.org/F4320332587","funder_display_name":"Natural Science Foundation of Ningbo"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320332587","display_name":"Natural Science Foundation of Ningbo","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1978924416","https://openalex.org/W2108598243","https://openalex.org/W2128272608","https://openalex.org/W2194775991","https://openalex.org/W2358876993","https://openalex.org/W2783174130","https://openalex.org/W2789804996","https://openalex.org/W2793668851","https://openalex.org/W2941340437","https://openalex.org/W2957414648","https://openalex.org/W2963572583","https://openalex.org/W3006465601","https://openalex.org/W3011305844","https://openalex.org/W3034320133","https://openalex.org/W3035284915","https://openalex.org/W3035633116","https://openalex.org/W3048216881","https://openalex.org/W3093213431","https://openalex.org/W3093360435","https://openalex.org/W3094802760","https://openalex.org/W3097053213","https://openalex.org/W3106850582","https://openalex.org/W3108421143","https://openalex.org/W3113392965","https://openalex.org/W3135874576","https://openalex.org/W3138516171","https://openalex.org/W3142849873","https://openalex.org/W3152765238","https://openalex.org/W3170173308","https://openalex.org/W3177040887","https://openalex.org/W3193915232","https://openalex.org/W3196874672","https://openalex.org/W3206198586","https://openalex.org/W3207668590","https://openalex.org/W3207804100","https://openalex.org/W4214696292","https://openalex.org/W4283784160","https://openalex.org/W4289752563","https://openalex.org/W4295424676","https://openalex.org/W4296473479","https://openalex.org/W4312887531","https://openalex.org/W4312957234","https://openalex.org/W4319879007","https://openalex.org/W4362653528","https://openalex.org/W4365479090","https://openalex.org/W4376456811","https://openalex.org/W4376872192","https://openalex.org/W4383890466","https://openalex.org/W4387010134","https://openalex.org/W4387272106","https://openalex.org/W4387968414","https://openalex.org/W4389331817","https://openalex.org/W4390871785","https://openalex.org/W4390874273","https://openalex.org/W4392188075","https://openalex.org/W4395096390","https://openalex.org/W4396594821","https://openalex.org/W4399562968","https://openalex.org/W6637373629","https://openalex.org/W6679390333","https://openalex.org/W6837904316"],"related_works":["https://openalex.org/W2055105357","https://openalex.org/W2153819599","https://openalex.org/W2255426644","https://openalex.org/W4390911758","https://openalex.org/W2072124641","https://openalex.org/W2167093538","https://openalex.org/W2018956713","https://openalex.org/W2081479354","https://openalex.org/W2113107605","https://openalex.org/W4315498985"],"abstract_inverted_index":{"Salient":[0,77],"object":[1],"detection":[2],"of":[3,12,20,46,119,164,184,194],"underwater":[4,24,137,170],"scenes":[5,15,138],"(USOD)":[6],"poses":[7],"greater":[8],"challenges":[9],"than":[10],"that":[11],"traditional":[13],"terrestrial":[14],"due":[16],"to":[17,39,52,90,104,114,135,156],"the":[18,42,88,97,109,116,128,144,162,181,185],"presence":[19],"diverse":[21],"and":[22,76,100,131],"complex":[23],"image":[25,171],"degradation.":[26,173],"Current":[27],"deep":[28,65],"learning-based":[29],"USOD":[30,66],"methods":[31],"generally":[32],"treat":[33],"all":[34],"samples":[35,95,107],"equally":[36],"while":[37],"failing":[38],"account":[40],"for":[41],"varying":[43],"difficulty":[44,141],"levels":[45],"different":[47,140],"training":[48],"samples,":[49],"thus":[50,132],"leading":[51],"a":[53,63,83],"limited":[54],"performance.":[55],"To":[56],"tackle":[57],"this":[58,60],"challenge,":[59],"paper":[61],"introduces":[62],"novel":[64],"method":[67,146,187,196],"which":[68,86,151],"benefits":[69],"from":[70],"iterative":[71],"Dual-stage":[72],"Self-paced":[73],"Learning":[74],"(DSPL)":[75],"Object":[78],"Depth":[79],"Emphasis":[80],"(SODE).":[81],"Specifically,":[82],"DSPL":[84,129],"strategy,":[85],"enforces":[87],"network":[89,123],"only":[91],"focus":[92],"on":[93,176],"simpler":[94],"in":[96,108],"first":[98],"stage":[99],"then":[101],"shifts":[102],"attention":[103],"more":[105],"challenging":[106],"second":[110],"stage,":[111],"is":[112,124],"devised":[113],"imitate":[115],"learning":[117],"process":[118],"humans.":[120],"The":[121,191],"whole":[122],"iteratively":[125],"trained":[126],"with":[127,139],"strategy":[130],"gradually":[133],"adapted":[134],"various":[136],"levels.":[142],"Additionally,":[143],"proposed":[145,186],"involves":[147],"an":[148],"SODE":[149],"module,":[150],"adaptively":[152],"enhances":[153],"depth":[154,166],"information":[155],"effectively":[157],"locate":[158],"salient":[159],"objects,":[160],"addressing":[161],"issue":[163],"unreliable":[165],"data":[167],"caused":[168],"by":[169],"quality":[172],"Experimental":[174],"results":[175],"two":[177],"benchmark":[178],"datasets":[179],"demonstrate":[180],"superior":[182],"performance":[183],"against":[188],"state-of-the-art":[189],"methods.":[190],"source":[192],"code":[193],"our":[195],"will":[197],"be":[198],"made":[199],"available":[200],"at":[201],"<uri":[202],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[203],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/NIT-JJH/SPDE</uri>.":[204]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":23}],"updated_date":"2026-07-04T07:58:01.006859","created_date":"2025-10-10T00:00:00"}
