{"id":"https://openalex.org/W4415399684","doi":"https://doi.org/10.1109/spml66318.2025.11199819","title":"An Zooplankton Image Classification Based on Transfer Learning Network","display_name":"An Zooplankton Image Classification Based on Transfer Learning Network","publication_year":2025,"publication_date":"2025-07-15","ids":{"openalex":"https://openalex.org/W4415399684","doi":"https://doi.org/10.1109/spml66318.2025.11199819"},"language":null,"primary_location":{"id":"doi:10.1109/spml66318.2025.11199819","is_oa":false,"landing_page_url":"https://doi.org/10.1109/spml66318.2025.11199819","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 8th International Conference on Signal Processing and Machine Learning (SPML)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5070046074","display_name":"Nan An","orcid":"https://orcid.org/0000-0001-8962-9320"},"institutions":[{"id":"https://openalex.org/I2722730","display_name":"Inner Mongolia University","ror":"https://ror.org/0106qb496","country_code":"CN","type":"education","lineage":["https://openalex.org/I2722730"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nan An","raw_affiliation_strings":["School of Electronic Information Engineeringr, Inner Mongolia University,Hohhot,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic Information Engineeringr, Inner Mongolia University,Hohhot,China","institution_ids":["https://openalex.org/I2722730"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Linglin Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I55654194","display_name":"Inner Mongolia University of Technology","ror":"https://ror.org/05564e019","country_code":"CN","type":"education","lineage":["https://openalex.org/I55654194"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linglin Wang","raw_affiliation_strings":["School of Electronic Power, Inner Mongolia University of Technology,Hohhot,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic Power, Inner Mongolia University of Technology,Hohhot,China","institution_ids":["https://openalex.org/I55654194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100569410","display_name":"Le Han","orcid":"https://orcid.org/0000-0001-9776-7352"},"institutions":[{"id":"https://openalex.org/I2722730","display_name":"Inner Mongolia University","ror":"https://ror.org/0106qb496","country_code":"CN","type":"education","lineage":["https://openalex.org/I2722730"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Le Han","raw_affiliation_strings":["School of Electronic Information Engineeringr, Inner Mongolia University,Hohhot,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic Information Engineeringr, Inner Mongolia University,Hohhot,China","institution_ids":["https://openalex.org/I2722730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100685577","display_name":"Hui Zhang","orcid":"https://orcid.org/0000-0002-1370-1848"},"institutions":[{"id":"https://openalex.org/I2722730","display_name":"Inner Mongolia University","ror":"https://ror.org/0106qb496","country_code":"CN","type":"education","lineage":["https://openalex.org/I2722730"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Zhang","raw_affiliation_strings":["School of Electronic Information Engineeringr, Inner Mongolia University,Hohhot,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic Information Engineeringr, Inner Mongolia University,Hohhot,China","institution_ids":["https://openalex.org/I2722730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009938377","display_name":"Yanping Qi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127658","display_name":"Ministry of Natural Resources","ror":"https://ror.org/03tk15k72","country_code":"RW","type":"government","lineage":["https://openalex.org/I4210127658"]},{"id":"https://openalex.org/I4210155611","display_name":"Ministry of Water Resources of the People's Republic of China","ror":"https://ror.org/04e698d63","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210155611"]}],"countries":["CN","RW"],"is_corresponding":false,"raw_author_name":"Yanping Qi","raw_affiliation_strings":["North China Sea Ecological Center,Ministry of Natural Resources,Qingdao,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"North China Sea Ecological Center,Ministry of Natural Resources,Qingdao,China","institution_ids":["https://openalex.org/I4210127658","https://openalex.org/I4210155611"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087348774","display_name":"Dekun Yuan","orcid":"https://orcid.org/0000-0003-2597-6395"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]},{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dekun Yuan","raw_affiliation_strings":["College of Oceanography and Space Informatics, China University of Petroleum,Qingdao,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Oceanography and Space Informatics, China University of Petroleum,Qingdao,China","institution_ids":["https://openalex.org/I4210162190","https://openalex.org/I59028903"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"99","last_page":"104"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.8819000124931335,"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":0.8819000124931335,"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/T12676","display_name":"Machine Learning and ELM","score":0.7972999811172485,"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/T14249","display_name":"Water Quality Monitoring and Analysis","score":0.7748000025749207,"subfield":{"id":"https://openalex.org/subfields/2311","display_name":"Industrial and Manufacturing Engineering"},"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/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6107000112533569},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.5823000073432922},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4945000112056732},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4805999994277954},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.4691999852657318},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.46549999713897705},{"id":"https://openalex.org/keywords/zooplankton","display_name":"Zooplankton","score":0.4494999945163727}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.628000020980835},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6107000112533569},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6103000044822693},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.5823000073432922},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4945000112056732},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4805999994277954},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.4691999852657318},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.46549999713897705},{"id":"https://openalex.org/C158836135","wikidata":"https://www.wikidata.org/wiki/Q842627","display_name":"Zooplankton","level":2,"score":0.4494999945163727},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4478999972343445},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.4404999911785126},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4343000054359436},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.41499999165534973},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4059999883174896},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.3917999863624573},{"id":"https://openalex.org/C13460635","wikidata":"https://www.wikidata.org/wiki/Q85753676","display_name":"Classification scheme","level":2,"score":0.3328000009059906},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.329800009727478},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.30720001459121704},{"id":"https://openalex.org/C2780428219","wikidata":"https://www.wikidata.org/wiki/Q16952335","display_name":"Cover (algebra)","level":2,"score":0.25859999656677246}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/spml66318.2025.11199819","is_oa":false,"landing_page_url":"https://doi.org/10.1109/spml66318.2025.11199819","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 8th International Conference on Signal Processing and Machine Learning (SPML)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2120834162","https://openalex.org/W2194775991","https://openalex.org/W2507414358","https://openalex.org/W2781072509","https://openalex.org/W2903748065","https://openalex.org/W3045216516","https://openalex.org/W4250800088","https://openalex.org/W4386527666","https://openalex.org/W4391771692","https://openalex.org/W4408250502"],"related_works":[],"abstract_inverted_index":{"Zooplankton":[0],"image":[1,11,55],"classification":[2,12,37,56,103],"is":[3,23,58],"valuable":[4],"for":[5],"marine":[6],"ecological":[7],"monitoring.":[8],"In":[9,39],"traditional":[10],"methods,":[13],"manual":[14],"features":[15],"are":[16,119],"often":[17],"extracted":[18],"based":[19,50],"on":[20,51,111],"experience,":[21],"which":[22,118],"difficult":[24],"to":[25],"cover":[26],"all":[27],"the":[28,32,71,79,88,100,112,127],"useful":[29],"information":[30],"in":[31,35],"image,":[33],"resulting":[34],"low":[36],"efficiency.":[38],"this":[40],"paper,":[41],"a":[42],"multidimensional":[43,80],"collaborative":[44,81],"spatial":[45,72],"channel":[46,73],"synergistic":[47],"attention":[48,75,82],"mechanism":[49,77,84],"residual":[52],"network":[53],"(MCSCA-ResNet50)":[54],"algorithm":[57,61],"proposed.":[59],"The":[60],"utilizes":[62],"ImageNet21k":[63],"pre-training":[64],"weights":[65],"with":[66,78],"migration":[67],"learning,":[68],"and":[69,85,91,108,114,122],"integrates":[70],"synergetic":[74],"(SCSA)":[76],"(MCA)":[83],"thus":[86],"improves":[87],"model's":[89],"local":[90],"global":[92],"feature":[93],"extraction":[94],"ability.":[95],"Experimental":[96],"results":[97],"show":[98],"that":[99],"model":[101],"achieves":[102],"accuracies":[104],"of":[105],"89.8":[106],"%":[107,110,121,124],"93.7":[109],"ZooScan20":[113],"Kaggle38":[115],"datasets,":[116],"respectively,":[117],"3.5":[120],"1.7":[123],"higher":[125],"than":[126],"baseline":[128],"ResNet50,":[129],"respectively.":[130]},"counts_by_year":[],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-22T00:00:00"}
