{"id":"https://openalex.org/W4396920062","doi":"https://doi.org/10.3390/rs16101752","title":"A Multi-Scale Fusion Strategy for Side Scan Sonar Image Correction to Improve Low Contrast and Noise Interference","display_name":"A Multi-Scale Fusion Strategy for Side Scan Sonar Image Correction to Improve Low Contrast and Noise Interference","publication_year":2024,"publication_date":"2024-05-15","ids":{"openalex":"https://openalex.org/W4396920062","doi":"https://doi.org/10.3390/rs16101752"},"language":"en","primary_location":{"id":"doi:10.3390/rs16101752","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16101752","pdf_url":"https://www.mdpi.com/2072-4292/16/10/1752/pdf?version=1715774682","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/16/10/1752/pdf?version=1715774682","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003832209","display_name":"Ping Zhou","orcid":"https://orcid.org/0000-0001-9874-2659"},"institutions":[{"id":"https://openalex.org/I141103825","display_name":"Nanchang Institute of Technology","ror":"https://ror.org/00avfj807","country_code":"CN","type":"education","lineage":["https://openalex.org/I141103825"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ping Zhou","raw_affiliation_strings":["School of Hydraulic Engineering, Nanchang Institute of Technology, Nanchang 330099, China"],"affiliations":[{"raw_affiliation_string":"School of Hydraulic Engineering, Nanchang Institute of Technology, Nanchang 330099, China","institution_ids":["https://openalex.org/I141103825"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054184725","display_name":"Jifa Chen","orcid":"https://orcid.org/0000-0001-7578-6376"},"institutions":[{"id":"https://openalex.org/I53592917","display_name":"Jiangxi Normal University","ror":"https://ror.org/05nkgk822","country_code":"CN","type":"education","lineage":["https://openalex.org/I53592917"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jifa Chen","raw_affiliation_strings":["Key Laboratory of Poyang Lake Wetland and Watershed Research, Ministry of Education, Jiangxi Normal University, Nanchang 330022, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Poyang Lake Wetland and Watershed Research, Ministry of Education, Jiangxi Normal University, Nanchang 330022, China","institution_ids":["https://openalex.org/I53592917"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074348706","display_name":"Pu Tang","orcid":"https://orcid.org/0000-0003-2296-9544"},"institutions":[{"id":"https://openalex.org/I141103825","display_name":"Nanchang Institute of Technology","ror":"https://ror.org/00avfj807","country_code":"CN","type":"education","lineage":["https://openalex.org/I141103825"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pu Tang","raw_affiliation_strings":["School of Hydraulic Engineering, Nanchang Institute of Technology, Nanchang 330099, China"],"affiliations":[{"raw_affiliation_string":"School of Hydraulic Engineering, Nanchang Institute of Technology, Nanchang 330099, China","institution_ids":["https://openalex.org/I141103825"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071488331","display_name":"Jianjun Gan","orcid":"https://orcid.org/0000-0002-2525-3632"},"institutions":[{"id":"https://openalex.org/I141103825","display_name":"Nanchang Institute of Technology","ror":"https://ror.org/00avfj807","country_code":"CN","type":"education","lineage":["https://openalex.org/I141103825"]},{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA","CN"],"is_corresponding":false,"raw_author_name":"Jianjun Gan","raw_affiliation_strings":["Faculty of Engineering, University of Alberta, Edmonton, AB T6G 1H9, Canada","School of Hydraulic Engineering, Nanchang Institute of Technology, Nanchang 330099, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, University of Alberta, Edmonton, AB T6G 1H9, Canada","institution_ids":["https://openalex.org/I154425047"]},{"raw_affiliation_string":"School of Hydraulic Engineering, Nanchang Institute of Technology, Nanchang 330099, China","institution_ids":["https://openalex.org/I141103825"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100320773","display_name":"Hongmei Zhang","orcid":"https://orcid.org/0000-0002-2254-205X"},"institutions":[{"id":"https://openalex.org/I141103825","display_name":"Nanchang Institute of Technology","ror":"https://ror.org/00avfj807","country_code":"CN","type":"education","lineage":["https://openalex.org/I141103825"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongmei Zhang","raw_affiliation_strings":["School of Hydraulic Engineering, Nanchang Institute of Technology, Nanchang 330099, China"],"affiliations":[{"raw_affiliation_string":"School of Hydraulic Engineering, Nanchang Institute of Technology, Nanchang 330099, China","institution_ids":["https://openalex.org/I141103825"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5054184725"],"corresponding_institution_ids":["https://openalex.org/I53592917"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.4699,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.82628707,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"16","issue":"10","first_page":"1752","last_page":"1752"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9998000264167786,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9998000264167786,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9997000098228455,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9997000098228455,"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/side-scan-sonar","display_name":"Side-scan sonar","score":0.6995705962181091},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.6097034215927124},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.520631730556488},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4658893644809723},{"id":"https://openalex.org/keywords/sonar","display_name":"Sonar","score":0.441683828830719},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4281635880470276},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.41750431060791016},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4172232747077942},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.41616785526275635},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3672230839729309},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3598754405975342},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.29462623596191406},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.28942346572875977},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2293895184993744},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.2090872824192047}],"concepts":[{"id":"https://openalex.org/C2776355146","wikidata":"https://www.wikidata.org/wiki/Q357527","display_name":"Side-scan sonar","level":3,"score":0.6995705962181091},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.6097034215927124},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.520631730556488},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4658893644809723},{"id":"https://openalex.org/C555745239","wikidata":"https://www.wikidata.org/wiki/Q133220","display_name":"Sonar","level":2,"score":0.441683828830719},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4281635880470276},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.41750431060791016},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4172232747077942},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.41616785526275635},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3672230839729309},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3598754405975342},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.29462623596191406},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.28942346572875977},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2293895184993744},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.2090872824192047},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs16101752","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16101752","pdf_url":"https://www.mdpi.com/2072-4292/16/10/1752/pdf?version=1715774682","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:48a2f9217a0745c88c6ee6c84b58702f","is_oa":true,"landing_page_url":"https://doaj.org/article/48a2f9217a0745c88c6ee6c84b58702f","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 16, Iss 10, p 1752 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs16101752","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16101752","pdf_url":"https://www.mdpi.com/2072-4292/16/10/1752/pdf?version=1715774682","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Life below water","score":0.8600000143051147,"id":"https://metadata.un.org/sdg/14"}],"awards":[{"id":"https://openalex.org/G1494432349","display_name":null,"funder_award_id":"202124ZDKT21","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5097743342","display_name":null,"funder_award_id":"42162025","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":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4396920062.pdf"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W1983537111","https://openalex.org/W2087091994","https://openalex.org/W2558145037","https://openalex.org/W2574248700","https://openalex.org/W2589608403","https://openalex.org/W2603946407","https://openalex.org/W2622655303","https://openalex.org/W2737986825","https://openalex.org/W2757713609","https://openalex.org/W2769949067","https://openalex.org/W2890326128","https://openalex.org/W2947240701","https://openalex.org/W2950078538","https://openalex.org/W2995372359","https://openalex.org/W3004438388","https://openalex.org/W3091416111","https://openalex.org/W3100229443","https://openalex.org/W3122968861","https://openalex.org/W3135056094","https://openalex.org/W4205799574","https://openalex.org/W4221074727","https://openalex.org/W4225986888","https://openalex.org/W4248561598","https://openalex.org/W4280513154","https://openalex.org/W4280611635","https://openalex.org/W4294415603","https://openalex.org/W4303986732","https://openalex.org/W4311185863","https://openalex.org/W4313035062","https://openalex.org/W4313324637","https://openalex.org/W4319995844","https://openalex.org/W4378195060","https://openalex.org/W4386099424","https://openalex.org/W4386325744","https://openalex.org/W4386601578","https://openalex.org/W4387068195","https://openalex.org/W4387654554","https://openalex.org/W4389322771","https://openalex.org/W6857092931","https://openalex.org/W6977626347"],"related_works":["https://openalex.org/W1921505891","https://openalex.org/W2897910144","https://openalex.org/W2114161718","https://openalex.org/W1572693489","https://openalex.org/W2415693547","https://openalex.org/W2888512610","https://openalex.org/W2099932270","https://openalex.org/W2890449065","https://openalex.org/W855818946","https://openalex.org/W2547343994"],"abstract_inverted_index":{"Side":[0],"scan":[1,52],"sonar":[2,19,53,133,186,234],"images":[3,20,128,203],"have":[4],"great":[5],"application":[6],"prospects":[7],"in":[8,152,222],"underwater":[9,143],"surveys,":[10],"target":[11,141],"detection,":[12],"and":[13,28,38,62,73,124,145,174,192,198],"engineering":[14],"activities.":[15],"However,":[16],"the":[17,34,59,78,92,95,112,121,140,153,157,181,185,189,196,201,206,214,218],"acquired":[18],"exhibit":[21],"low":[22,60,72,96,123],"illumination,":[23],"scattered":[24],"noise,":[25],"distorted":[26],"outlines,":[27],"unclear":[29],"edge":[30,146],"textures":[31],"due":[32],"to":[33,57,90,106,129,163],"complicated":[35],"undersea":[36],"environment":[37],"intrinsic":[39],"device":[40],"flaws.":[41],"Hence,":[42],"this":[43],"paper":[44],"proposes":[45],"a":[46,131],"multi-scale":[47,85,158],"fusion":[48,159],"strategy":[49,160,216],"for":[50,239],"side":[51],"(SSS)":[54],"image":[55,68,154],"correction":[56,165],"improve":[58],"contrast":[61,93,199],"noise":[63,183],"interference.":[64],"Initially,":[65],"an":[66],"SSS":[67],"was":[69,88,104,117,178],"decomposed":[70],"into":[71],"high":[74,108,125],"frequency":[75,97,109,126],"sub-bands":[76],"via":[77],"non-subsampled":[79],"shearlet":[80],"transform":[81],"(NSST).":[82],"Then,":[83],"modified":[84],"retinex":[86],"(MMSR)":[87],"employed":[89],"enhance":[91],"of":[94,114,184,200,224],"sub-band.":[98],"Next,":[99],"sparse":[100],"dictionary":[101],"learning":[102],"(SDL)":[103],"utilized":[105],"eliminate":[107],"noise.":[110],"Finally,":[111],"process":[113],"NSST":[115],"reconstruction":[116],"completed":[118],"by":[119,156,205,227],"fusing":[120],"emerging":[122],"sub-band":[127],"generate":[130],"new":[132],"image.":[134,187],"The":[135,209],"experimental":[136],"results":[137],"demonstrate":[138],"that":[139,213,236],"features,":[142],"terrain,":[144],"contours":[147],"could":[148],"be":[149],"clearly":[150],"displayed":[151],"corrected":[155,202],"when":[161],"compared":[162],"eight":[164],"techniques:":[166],"BPDHE,":[167],"MSRCR,":[168],"NPE,":[169],"ALTM,":[170],"LIME,":[171],"FE,":[172],"WT,":[173],"TVRLRA.":[175],"Effective":[176],"control":[177],"achieved":[179],"over":[180],"speckle":[182],"Furthermore,":[188],"AG,":[190],"STD,":[191],"E":[193],"values":[194],"illustrated":[195],"delicacy":[197],"processed":[204],"proposed":[207,215],"strategy.":[208],"PSNR":[210],"value":[211],"revealed":[212],"outperformed":[217],"advanced":[219],"TVRLRA":[220],"technology":[221],"terms":[223],"filtering":[225],"performance":[226],"at":[228],"least":[229],"8.8%.":[230],"It":[231],"can":[232],"provide":[233],"imagery":[235],"is":[237],"appropriate":[238],"various":[240],"circumstances.":[241]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
