{"id":"https://openalex.org/W4399415254","doi":"https://doi.org/10.1109/jiot.2024.3410539","title":"AIoT-Based Shrimp Larvae Counting System Using Scaled Multilayer Feature Fusion Network","display_name":"AIoT-Based Shrimp Larvae Counting System Using Scaled Multilayer Feature Fusion Network","publication_year":2024,"publication_date":"2024-06-06","ids":{"openalex":"https://openalex.org/W4399415254","doi":"https://doi.org/10.1109/jiot.2024.3410539"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2024.3410539","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3410539","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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/A5080899738","display_name":"Yi-Kuan Hsieh","orcid":null},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yi-Kuan Hsieh","raw_affiliation_strings":["College of Artificial Intelligence, National Yang Ming Chiao Tung University, Tainan, Taiwan","College of Artificial Intelligence and Green Energy, National Yang Ming Chiao Tung University, Tainan, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Artificial Intelligence, National Yang Ming Chiao Tung University, Tainan, Taiwan","institution_ids":["https://openalex.org/I148366613"]},{"raw_affiliation_string":"College of Artificial Intelligence and Green Energy, National Yang Ming Chiao Tung University, Tainan, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053058538","display_name":"Jun\u2010Wei Hsieh","orcid":"https://orcid.org/0000-0002-5477-4891"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jun-Wei Hsieh","raw_affiliation_strings":["College of Artificial Intelligence, National Yang Ming Chiao Tung University, Tainan, Taiwan","College of Artificial Intelligence and Green Energy, National Yang Ming Chiao Tung University, Tainan, Taiwan"],"raw_orcid":"https://orcid.org/0000-0002-5477-4891","affiliations":[{"raw_affiliation_string":"College of Artificial Intelligence, National Yang Ming Chiao Tung University, Tainan, Taiwan","institution_ids":["https://openalex.org/I148366613"]},{"raw_affiliation_string":"College of Artificial Intelligence and Green Energy, National Yang Ming Chiao Tung University, Tainan, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000304443","display_name":"Wu-Chih Hu","orcid":"https://orcid.org/0000-0001-9903-1955"},"institutions":[{"id":"https://openalex.org/I32078218","display_name":"National Penghu University of Science and Technology","ror":"https://ror.org/03fxxpd92","country_code":"TW","type":"education","lineage":["https://openalex.org/I32078218"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Wu-Chih Hu","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Penghu University of Science and Technology, Penghu, Taiwan"],"raw_orcid":"https://orcid.org/0000-0001-9903-1955","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Penghu University of Science and Technology, Penghu, Taiwan","institution_ids":["https://openalex.org/I32078218"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047638290","display_name":"Yu\u2010Chee Tseng","orcid":"https://orcid.org/0000-0001-6551-0720"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Chee Tseng","raw_affiliation_strings":["College of Artificial Intelligence, National Yang Ming Chiao Tung University, Tainan, Taiwan","College of Artificial Intelligence and Green Energy, National Yang Ming Chiao Tung University, Tainan, Taiwan"],"raw_orcid":"https://orcid.org/0000-0001-6551-0720","affiliations":[{"raw_affiliation_string":"College of Artificial Intelligence, National Yang Ming Chiao Tung University, Tainan, Taiwan","institution_ids":["https://openalex.org/I148366613"]},{"raw_affiliation_string":"College of Artificial Intelligence and Green Energy, National Yang Ming Chiao Tung University, Tainan, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8894,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.71383914,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"11","issue":"22","first_page":"36438","last_page":"36451"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9861999750137329,"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":0.9861999750137329,"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/T12388","display_name":"Identification and Quantification in Food","score":0.9786999821662903,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7272696495056152},{"id":"https://openalex.org/keywords/shrimp","display_name":"Shrimp","score":0.7218299508094788},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5484651923179626},{"id":"https://openalex.org/keywords/ichthyoplankton","display_name":"Ichthyoplankton","score":0.44624465703964233},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4209166467189789},{"id":"https://openalex.org/keywords/larva","display_name":"Larva","score":0.3492389917373657},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3371986448764801},{"id":"https://openalex.org/keywords/fishery","display_name":"Fishery","score":0.1833568811416626},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.11346015334129333},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.09888368844985962}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7272696495056152},{"id":"https://openalex.org/C2776841996","wikidata":"https://www.wikidata.org/wiki/Q1517781","display_name":"Shrimp","level":2,"score":0.7218299508094788},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5484651923179626},{"id":"https://openalex.org/C19269858","wikidata":"https://www.wikidata.org/wiki/Q5986436","display_name":"Ichthyoplankton","level":3,"score":0.44624465703964233},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4209166467189789},{"id":"https://openalex.org/C173758957","wikidata":"https://www.wikidata.org/wiki/Q129270","display_name":"Larva","level":2,"score":0.3492389917373657},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3371986448764801},{"id":"https://openalex.org/C505870484","wikidata":"https://www.wikidata.org/wiki/Q180538","display_name":"Fishery","level":1,"score":0.1833568811416626},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.11346015334129333},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.09888368844985962},{"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":1,"locations":[{"id":"doi:10.1109/jiot.2024.3410539","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3410539","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1069174036","display_name":null,"funder_award_id":"110-2634-F-A49-006","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"},{"id":"https://openalex.org/G1402495317","display_name":null,"funder_award_id":"MOST110-2221-E-346-003-MY3","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"},{"id":"https://openalex.org/G2836878790","display_name":null,"funder_award_id":"MOST 110-2221-E-A49-132-MY3","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"}],"funders":[{"id":"https://openalex.org/F4320322795","display_name":"Ministry of Science and Technology, Taiwan","ror":"https://ror.org/02kv4zf79"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1910776219","https://openalex.org/W2054797853","https://openalex.org/W2072641892","https://openalex.org/W2412782625","https://openalex.org/W2463631526","https://openalex.org/W2517615595","https://openalex.org/W2625902591","https://openalex.org/W2804613990","https://openalex.org/W2895051362","https://openalex.org/W2897066707","https://openalex.org/W2908783938","https://openalex.org/W2912464621","https://openalex.org/W2962720716","https://openalex.org/W2963446712","https://openalex.org/W2964209782","https://openalex.org/W2967069910","https://openalex.org/W2967852932","https://openalex.org/W2980702392","https://openalex.org/W2990618871","https://openalex.org/W2996703886","https://openalex.org/W3012297320","https://openalex.org/W3013401847","https://openalex.org/W3018757597","https://openalex.org/W3022100426","https://openalex.org/W3034785991","https://openalex.org/W3035193053","https://openalex.org/W3035925134","https://openalex.org/W3133750713","https://openalex.org/W3161726436","https://openalex.org/W3181471858","https://openalex.org/W4213217404","https://openalex.org/W4281805753","https://openalex.org/W4285104175","https://openalex.org/W4292324117","https://openalex.org/W4312497029","https://openalex.org/W4313476182","https://openalex.org/W6637373629","https://openalex.org/W6681368121","https://openalex.org/W6759443934","https://openalex.org/W6766355072","https://openalex.org/W6771687126","https://openalex.org/W6785789763"],"related_works":["https://openalex.org/W132227551","https://openalex.org/W4390562976","https://openalex.org/W1997964563","https://openalex.org/W1955143548","https://openalex.org/W2035470915","https://openalex.org/W3154057403","https://openalex.org/W2734364136","https://openalex.org/W2010166727","https://openalex.org/W3006311905","https://openalex.org/W4386159726"],"abstract_inverted_index":{"The":[0,132,251],"Artificial":[1],"Intelligence":[2],"of":[3,19,59,62,84,120,129,151,198],"Things":[4],"(AIoT)":[5],"plays":[6],"a":[7,67,113,164,178,195,233],"crucial":[8],"role":[9],"in":[10,136,241,248],"shrimp":[11,20,52,99,102,190,204,218,238,242,249],"farming":[12],"by":[13,34],"enabling":[14,94],"automated":[15],"and":[16,46,54,79,93,146,170,220],"real-time":[17,40,203,237],"monitoring":[18],"counting,":[21],"especially":[22],"larvae.":[23],"With":[24],"this":[25,64,109,159],"counting":[26,83,110,205,219,240],"information,":[27],"proper":[28],"feeding":[29],"control":[30],"can":[31,231],"be":[32],"maintained":[33],"equipping":[35],"IoT":[36,229],"devices":[37,230],"to":[38,74,77,97,144,154,176,245],"capture":[39],"data":[41,215,252],"on":[42,213],"water":[43],"quality,":[44],"temperature,":[45],"other":[47],"environmental":[48],"factors,":[49],"ensuring":[50],"healthy":[51],"growth":[53],"increasing":[55],"production.":[56,250],"Taking":[57],"advantage":[58],"the":[60,82,88,118,121,126,148],"power":[61],"AIoT,":[63],"article":[65],"proposes":[66],"scaled":[68],"multilayer":[69],"feature":[70,142],"fusion":[71,167,173],"network":[72],"(SMILES-Net)":[73],"allow":[75],"farmers":[76],"remotely":[78],"automatically":[80],"manage":[81],"shrimps,":[85],"effectively":[86],"reducing":[87],"need":[89],"for":[90,189,217,236],"manual":[91],"labor,":[92],"swift":[95],"interventions":[96],"sustain":[98],"well-being.":[100],"Since":[101],"larvae":[103,239],"are":[104],"extremely":[105],"small,":[106],"we":[107,162,193],"frame":[108],"problem":[111],"as":[112],"density":[114,123],"prediction":[115],"problem,":[116,161],"where":[117],"sum":[119],"constructed":[122],"map":[124,143],"is":[125,211,254],"total":[127],"number":[128],"shrimps":[130,153],"predicted.":[131],"pooling":[133],"operation":[134],"used":[135],"convolutional":[137],"neural":[138],"networks":[139],"scales":[140],"each":[141],"1/4":[145],"causes":[147],"rich":[149],"features":[150,188],"small":[152],"disappear":[155],"dramatically.":[156],"To":[157],"tackle":[158],"truncation":[160],"propose":[163],"novel":[165],"synthetic":[166],"module":[168,174],"(SFM)":[169],"an":[171],"intrablock":[172],"(IFM)":[175],"create":[177],"smoother":[179],"scale":[180],"space,":[181],"generating":[182],"better":[183],"heat":[184],"maps":[185],"with":[186,228],"fine-grained":[187],"counting.":[191],"Furthermore,":[192],"introduce":[194],"lightweight":[196],"version":[197],"SMILES-Net":[199,227],"(LW-SMILES-Net)":[200],"that":[201],"enables":[202],"without":[206],"compromising":[207],"accuracy.":[208],"This":[209],"method":[210],"evaluated":[212],"different":[214],"sets":[216],"outperforms":[221],"all":[222],"State-of-The-Art":[223],"methods.":[224],"Overall,":[225],"integrating":[226],"provide":[232],"powerful":[234],"solution":[235],"farming,":[243],"contributing":[244],"sustainable":[246],"increases":[247],"set":[253],"available":[255],"at":[256],"<uri":[257],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[258],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/Naughty725/shrimp</uri>.":[259]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
