{"id":"https://openalex.org/W7160387091","doi":"https://doi.org/10.1016/j.asoc.2026.115388","title":"Aquaculture fish counting via joint training of density estimation and multi-scale detection","display_name":"Aquaculture fish counting via joint training of density estimation and multi-scale detection","publication_year":2026,"publication_date":"2026-05-06","ids":{"openalex":"https://openalex.org/W7160387091","doi":"https://doi.org/10.1016/j.asoc.2026.115388"},"language":"en","primary_location":{"id":"doi:10.1016/j.asoc.2026.115388","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.asoc.2026.115388","pdf_url":null,"source":{"id":"https://openalex.org/S140556538","display_name":"Applied Soft Computing","issn_l":"1568-4946","issn":["1568-4946","1872-9681"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Soft Computing","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/A5135476476","display_name":"Ziliang Ji","orcid":null},"institutions":[{"id":"https://openalex.org/I79223203","display_name":"Guangdong Ocean University","ror":"https://ror.org/0462wa640","country_code":"CN","type":"education","lineage":["https://openalex.org/I79223203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziliang Ji","raw_affiliation_strings":["College of Naval Architecture and Shipping, Guangdong Ocean University, Zhanjiang 524088, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Naval Architecture and Shipping, Guangdong Ocean University, Zhanjiang 524088, China","institution_ids":["https://openalex.org/I79223203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135479682","display_name":"Cong Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I4210103685","display_name":"South China Sea Institute Of Oceanology","ror":"https://ror.org/0192yj155","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210103685"]},{"id":"https://openalex.org/I79223203","display_name":"Guangdong Ocean University","ror":"https://ror.org/0462wa640","country_code":"CN","type":"education","lineage":["https://openalex.org/I79223203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cong Lin","raw_affiliation_strings":["College of Electronic and Information Engineering, Guangdong Ocean University, Zhanjiang 524088, China","Guangdong Provincial Key Laboratory of Intelligent Equipment for South China Sea Marine Ranching, Zhanjiang 524088, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronic and Information Engineering, Guangdong Ocean University, Zhanjiang 524088, China","institution_ids":["https://openalex.org/I79223203"]},{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Intelligent Equipment for South China Sea Marine Ranching, Zhanjiang 524088, China","institution_ids":["https://openalex.org/I4210103685"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081797643","display_name":"Fomekong Fomekong Rachel Merveille","orcid":null},"institutions":[{"id":"https://openalex.org/I79223203","display_name":"Guangdong Ocean University","ror":"https://ror.org/0462wa640","country_code":"CN","type":"education","lineage":["https://openalex.org/I79223203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fomekong Fomekong Rachel Merveille","raw_affiliation_strings":["College of Naval Architecture and Shipping, Guangdong Ocean University, Zhanjiang 524088, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Naval Architecture and Shipping, Guangdong Ocean University, Zhanjiang 524088, China","institution_ids":["https://openalex.org/I79223203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064343455","display_name":"Mingxin Hou","orcid":"https://orcid.org/0000-0001-7751-4120"},"institutions":[{"id":"https://openalex.org/I79223203","display_name":"Guangdong Ocean University","ror":"https://ror.org/0462wa640","country_code":"CN","type":"education","lineage":["https://openalex.org/I79223203"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mingxin Hou","raw_affiliation_strings":["School of Mechanical Engineering, Guangdong Ocean University, Zhanjiang 524088, China"],"raw_orcid":"https://orcid.org/0000-0001-7751-4120","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Guangdong Ocean University, Zhanjiang 524088, China","institution_ids":["https://openalex.org/I79223203"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5135535164","display_name":"Mingxin Liu","orcid":"https://orcid.org/0000-0002-1383-6558"},"institutions":[{"id":"https://openalex.org/I4210103685","display_name":"South China Sea Institute Of Oceanology","ror":"https://ror.org/0192yj155","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210103685"]},{"id":"https://openalex.org/I79223203","display_name":"Guangdong Ocean University","ror":"https://ror.org/0462wa640","country_code":"CN","type":"education","lineage":["https://openalex.org/I79223203"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mingxin Liu","raw_affiliation_strings":["College of Electronic and Information Engineering, Guangdong Ocean University, Zhanjiang 524088, China","Guangdong Provincial Key Laboratory of Intelligent Equipment for South China Sea Marine Ranching, Zhanjiang 524088, China"],"raw_orcid":"https://orcid.org/0000-0002-1383-6558","affiliations":[{"raw_affiliation_string":"College of Electronic and Information Engineering, Guangdong Ocean University, Zhanjiang 524088, China","institution_ids":["https://openalex.org/I79223203"]},{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Intelligent Equipment for South China Sea Marine Ranching, Zhanjiang 524088, China","institution_ids":["https://openalex.org/I4210103685"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5064343455","https://openalex.org/A5135535164"],"corresponding_institution_ids":["https://openalex.org/I4210103685","https://openalex.org/I79223203"],"apc_list":{"value":3350,"currency":"USD","value_usd":3350},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.61857923,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"199","issue":null,"first_page":"115388","last_page":"115388"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.7529000043869019,"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":0.7529000043869019,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.09799999743700027,"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/T11019","display_name":"Image Enhancement Techniques","score":0.008999999612569809,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5669999718666077},{"id":"https://openalex.org/keywords/underwater","display_name":"Underwater","score":0.5444999933242798},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.49000000953674316},{"id":"https://openalex.org/keywords/density-estimation","display_name":"Density estimation","score":0.4814000129699707},{"id":"https://openalex.org/keywords/joint-probability-distribution","display_name":"Joint probability distribution","score":0.4153999984264374},{"id":"https://openalex.org/keywords/encode","display_name":"ENCODE","score":0.41190001368522644},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.38190001249313354},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.37709999084472656},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.37040001153945923},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.36070001125335693}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7074999809265137},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6060000061988831},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5669999718666077},{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.5444999933242798},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.49000000953674316},{"id":"https://openalex.org/C189508267","wikidata":"https://www.wikidata.org/wiki/Q17088227","display_name":"Density estimation","level":3,"score":0.4814000129699707},{"id":"https://openalex.org/C18653775","wikidata":"https://www.wikidata.org/wiki/Q1333358","display_name":"Joint probability distribution","level":2,"score":0.4153999984264374},{"id":"https://openalex.org/C66746571","wikidata":"https://www.wikidata.org/wiki/Q1134833","display_name":"ENCODE","level":3,"score":0.41190001368522644},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.38190001249313354},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.37709999084472656},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.37040001153945923},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.36070001125335693},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.35569998621940613},{"id":"https://openalex.org/C177769412","wikidata":"https://www.wikidata.org/wiki/Q278090","display_name":"Prior probability","level":3,"score":0.3499999940395355},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.34630000591278076},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.34450000524520874},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.34439998865127563},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.3425999879837036},{"id":"https://openalex.org/C141353440","wikidata":"https://www.wikidata.org/wiki/Q182221","display_name":"Fuse (electrical)","level":2,"score":0.3375999927520752},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.3086000084877014},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.30649998784065247},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.29820001125335693},{"id":"https://openalex.org/C122383733","wikidata":"https://www.wikidata.org/wiki/Q865920","display_name":"Approximation error","level":2,"score":0.28870001435279846},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.27959999442100525},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.2784999907016754},{"id":"https://openalex.org/C16345878","wikidata":"https://www.wikidata.org/wiki/Q107472979","display_name":"Orientation (vector space)","level":2,"score":0.27799999713897705},{"id":"https://openalex.org/C86909935","wikidata":"https://www.wikidata.org/wiki/Q188989","display_name":"Aquaculture","level":3,"score":0.2759999930858612},{"id":"https://openalex.org/C2909208804","wikidata":"https://www.wikidata.org/wiki/Q127282","display_name":"Fish <Actinopterygii>","level":2,"score":0.26030001044273376},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.25949999690055847},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.25769999623298645},{"id":"https://openalex.org/C2780522230","wikidata":"https://www.wikidata.org/wiki/Q1140419","display_name":"Ambiguity","level":2,"score":0.2535000145435333}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.asoc.2026.115388","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.asoc.2026.115388","pdf_url":null,"source":{"id":"https://openalex.org/S140556538","display_name":"Applied Soft Computing","issn_l":"1568-4946","issn":["1568-4946","1872-9681"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Soft Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4352860748767853,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W2023799535","https://openalex.org/W2073797363","https://openalex.org/W2977808367","https://openalex.org/W3014286955","https://openalex.org/W3027606690","https://openalex.org/W3082843304","https://openalex.org/W3151882058","https://openalex.org/W3209526300","https://openalex.org/W4309497642","https://openalex.org/W4321487234","https://openalex.org/W4381685119","https://openalex.org/W4385973222","https://openalex.org/W4386573375","https://openalex.org/W4386808218","https://openalex.org/W4387233896","https://openalex.org/W4388469878","https://openalex.org/W4391022531","https://openalex.org/W4391971934","https://openalex.org/W4399458626","https://openalex.org/W4399925092","https://openalex.org/W4401285177","https://openalex.org/W4403847773","https://openalex.org/W4406028144","https://openalex.org/W4406134520","https://openalex.org/W4406489412","https://openalex.org/W4409658218","https://openalex.org/W4411200895","https://openalex.org/W4412073718","https://openalex.org/W4412422455","https://openalex.org/W4412980735"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2026-05-07T00:00:00"}
