{"id":"https://openalex.org/W4413213065","doi":"https://doi.org/10.1109/access.2025.3597727","title":"Dynamically Tunable Multidimensional Feature Focusing and Diffusion Networks for Water Surface Debris Detection","display_name":"Dynamically Tunable Multidimensional Feature Focusing and Diffusion Networks for Water Surface Debris Detection","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4413213065","doi":"https://doi.org/10.1109/access.2025.3597727"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3597727","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3597727","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","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/access.2025.3597727","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Chong Zhang","orcid":"https://orcid.org/0009-0001-3951-5365"},"institutions":[{"id":"https://openalex.org/I4210161087","display_name":"Hebei University of Architecture","ror":"https://ror.org/058ange06","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210161087"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chong Zhang","raw_affiliation_strings":["School of Information Engineering, Hebei University of Architecture, Zhangjiakou, China","HeBei University of Architecture, Zhangjiakou, China"],"raw_orcid":"https://orcid.org/0009-0001-3951-5365","affiliations":[{"raw_affiliation_string":"School of Information Engineering, Hebei University of Architecture, Zhangjiakou, China","institution_ids":["https://openalex.org/I4210161087"]},{"raw_affiliation_string":"HeBei University of Architecture, Zhangjiakou, China","institution_ids":["https://openalex.org/I4210161087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014995141","display_name":"Jie Yue","orcid":null},"institutions":[{"id":"https://openalex.org/I4210161087","display_name":"Hebei University of Architecture","ror":"https://ror.org/058ange06","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210161087"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Yue","raw_affiliation_strings":["School of Information Engineering, Hebei University of Architecture, Zhangjiakou, China","HeBei University of Architecture, Zhangjiakou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Hebei University of Architecture, Zhangjiakou, China","institution_ids":["https://openalex.org/I4210161087"]},{"raw_affiliation_string":"HeBei University of Architecture, Zhangjiakou, China","institution_ids":["https://openalex.org/I4210161087"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059735918","display_name":"Jianglong Fu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210161087","display_name":"Hebei University of Architecture","ror":"https://ror.org/058ange06","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210161087"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianglong Fu","raw_affiliation_strings":["School of Information Engineering, Hebei University of Architecture, Zhangjiakou, China","HeBei University of Architecture, Zhangjiakou, China"],"raw_orcid":"https://orcid.org/0009-0007-6902-3699","affiliations":[{"raw_affiliation_string":"School of Information Engineering, Hebei University of Architecture, Zhangjiakou, China","institution_ids":["https://openalex.org/I4210161087"]},{"raw_affiliation_string":"HeBei University of Architecture, Zhangjiakou, China","institution_ids":["https://openalex.org/I4210161087"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210161087"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.567,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.6665797,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"13","issue":null,"first_page":"141748","last_page":"141764"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9764999747276306,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9764999747276306,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9532999992370605,"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"}},{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9437000155448914,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"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/feature","display_name":"Feature (linguistics)","score":0.6244357824325562},{"id":"https://openalex.org/keywords/debris","display_name":"Debris","score":0.5962221622467041},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5765417218208313},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.5573611259460449},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.33802568912506104},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1625293791294098},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.10927379131317139},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.10692334175109863}],"concepts":[{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6244357824325562},{"id":"https://openalex.org/C2776023875","wikidata":"https://www.wikidata.org/wiki/Q637703","display_name":"Debris","level":2,"score":0.5962221622467041},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5765417218208313},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.5573611259460449},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.33802568912506104},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1625293791294098},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10927379131317139},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.10692334175109863},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"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/access.2025.3597727","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3597727","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e74a5aee112949f7a6bdf33254ce6e3a","is_oa":true,"landing_page_url":"https://doaj.org/article/e74a5aee112949f7a6bdf33254ce6e3a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 141748-141764 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3597727","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3597727","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6000000238418579,"id":"https://metadata.un.org/sdg/6","display_name":"Clean water and sanitation"}],"awards":[{"id":"https://openalex.org/G7625579952","display_name":null,"funder_award_id":"2023JCT008","funder_id":"https://openalex.org/F4320321949","funder_display_name":"Department of Education of Hebei Province"}],"funders":[{"id":"https://openalex.org/F4320321949","display_name":"Department of Education of Hebei Province","ror":"https://ror.org/01jkyjd96"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W2193145675","https://openalex.org/W2194775991","https://openalex.org/W2962834855","https://openalex.org/W2963150697","https://openalex.org/W2963420686","https://openalex.org/W3042011474","https://openalex.org/W3048809570","https://openalex.org/W3096609285","https://openalex.org/W3138516171","https://openalex.org/W3203974803","https://openalex.org/W3207179351","https://openalex.org/W3208042922","https://openalex.org/W4297676427","https://openalex.org/W4315881624","https://openalex.org/W4383337680","https://openalex.org/W4386047745","https://openalex.org/W4386071560","https://openalex.org/W4386076493","https://openalex.org/W4386076539","https://openalex.org/W4389050111","https://openalex.org/W4389833328","https://openalex.org/W4390058486","https://openalex.org/W4391054257","https://openalex.org/W4395679201","https://openalex.org/W4400403973","https://openalex.org/W4402754006","https://openalex.org/W4402754177","https://openalex.org/W4402944604","https://openalex.org/W4403493409","https://openalex.org/W4403770406","https://openalex.org/W4403827310","https://openalex.org/W4404629952","https://openalex.org/W4408076882","https://openalex.org/W4409120032","https://openalex.org/W6784094891","https://openalex.org/W6793267612","https://openalex.org/W6804794748","https://openalex.org/W6809665764","https://openalex.org/W6867892094","https://openalex.org/W6868582632","https://openalex.org/W6873170609","https://openalex.org/W6877138805"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3132053202","https://openalex.org/W3096343057","https://openalex.org/W2322614392","https://openalex.org/W3011362029","https://openalex.org/W3014109425","https://openalex.org/W2361023120","https://openalex.org/W129933923"],"abstract_inverted_index":{"With":[0],"the":[1,47,80,105,207],"increasing":[2],"level":[3],"of":[4,84,91,197],"industrialization,":[5],"water":[6,28,128,229],"surface":[7,129,230],"debris":[8,231],"detection":[9],"has":[10],"emerged":[11],"as":[12,20],"a":[13,57,73,110,142,195],"significant":[14],"research":[15],"topic.":[16],"However,":[17],"challenges":[18],"such":[19],"complex":[21],"backgrounds,":[22],"overlapping":[23],"targets,":[24],"and":[25,40,82,124,138,153,171,185,199,212,215,220],"reflections":[26],"on":[27,122],"surfaces":[29],"often":[30],"hinder":[31],"effective":[32],"waste":[33,130],"detection,":[34,131],"resulting":[35],"in":[36,127],"low":[37],"model":[38,187,201],"accuracy":[39,83],"unreliable":[41],"recognition.":[42],"To":[43],"address":[44],"these":[45],"challenges,":[46],"Water":[48],"Surface":[49],"Debris":[50],"DEtection":[51,209],"TRansformer":[52,210],"(WSD-DETR)":[53],"was":[54,64,97,148],"proposed.":[55],"First,":[56],"Self-moving":[58],"Point":[59],"Convolutional":[60],"Gating":[61],"Network":[62,146],"(SPCG-Net)":[63],"designed,":[65],"which":[66],"integrated":[67],"an":[68,88],"adaptive":[69],"point-moving":[70],"mechanism":[71],"with":[72,114],"convolutional":[74],"gating":[75],"linear":[76],"unit":[77],"to":[78,99,119,150,168,206],"enhance":[79,172],"flexibility":[81],"feature":[85,156,160,173,182],"extraction.":[86],"Second,":[87],"Attention-based":[89],"Re-parameterization":[90],"Intra-scale":[92],"Feature":[93,144],"Interactions":[94],"(ARIFI)":[95],"module":[96,108],"constructed":[98],"process":[100],"high-level":[101],"features":[102],"extracted":[103],"from":[104],"backbone.":[106],"This":[107,178],"employed":[109],"single-scale":[111],"transformer":[112],"encoder":[113],"Re-parameterized":[115],"Batch":[116],"Normalization":[117],"(RepBN)":[118],"improve":[120],"focus":[121],"small":[123],"medium-sized":[125],"targets":[126],"thereby":[132],"capturing":[133],"relationships":[134],"between":[135],"semantic":[136],"concepts":[137],"conceptual":[139],"entities.":[140],"Furthermore,":[141],"Focal-Diffuse":[143],"Pyramid":[145],"(FD-FPN)":[147],"introduced":[149],"accurately":[151],"capture":[152],"integrate":[154],"key":[155],"information":[157,174],"through":[158],"focused":[159],"fusion":[161],"techniques":[162],"while":[163],"utilizing":[164],"cross-scale":[165],"diffusion":[166],"analysis":[167],"efficiently":[169],"transfer":[170],"across":[175],"different":[176],"scales.":[177],"approach":[179],"significantly":[180],"improved":[181],"expression":[183],"capability":[184],"overall":[186],"performance.":[188],"Experimental":[189],"results":[190],"indicated":[191],"that":[192],"WSD-DETR":[193],"achieved":[194],"precision":[196],"88.1%,":[198],"reduced":[200],"parameters":[202],"by":[203,218],"12.6%":[204],"compared":[205],"Real-Time":[208],"(RT-DETR),":[211],"increased":[213],"mAP@50":[214],"mAP@50:90":[216],"values":[217],"4.4%":[219],"5.5%,":[221],"respectively.":[222],"These":[223],"outcomes":[224],"demonstrated":[225],"substantial":[226],"potential":[227],"for":[228],"detection.":[232]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}
