{"id":"https://openalex.org/W4399618235","doi":"https://doi.org/10.1109/access.2024.3414114","title":"Automatic Counting Method for Centipedes Based on Deep Learning","display_name":"Automatic Counting Method for Centipedes Based on Deep Learning","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4399618235","doi":"https://doi.org/10.1109/access.2024.3414114"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3414114","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3414114","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":null,"license_id":null,"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.2024.3414114","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100783007","display_name":"Jin Yao","orcid":"https://orcid.org/0000-0002-9394-7257"},"institutions":[{"id":"https://openalex.org/I3018263800","display_name":"Huzhou University","ror":"https://ror.org/04mvpxy20","country_code":"CN","type":"education","lineage":["https://openalex.org/I3018263800"]},{"id":"https://openalex.org/I4210105567","display_name":"Huzhou Central Hospital","ror":"https://ror.org/01czx1v82","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210105567","https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jin Yao","raw_affiliation_strings":["Huzhou Central Hospital, Affiliated Central Hospital of Huzhou University, Huzhou, Zhejiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huzhou Central Hospital, Affiliated Central Hospital of Huzhou University, Huzhou, Zhejiang, China","institution_ids":["https://openalex.org/I3018263800","https://openalex.org/I4210105567"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Weitao Chen","orcid":"https://orcid.org/0009-0003-2126-3870"},"institutions":[{"id":"https://openalex.org/I3018263800","display_name":"Huzhou University","ror":"https://ror.org/04mvpxy20","country_code":"CN","type":"education","lineage":["https://openalex.org/I3018263800"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weitao Chen","raw_affiliation_strings":["School of Information Engineering, Huzhou University, Huzhou, China"],"raw_orcid":"https://orcid.org/0009-0003-2126-3870","affiliations":[{"raw_affiliation_string":"School of Information Engineering, Huzhou University, Huzhou, China","institution_ids":["https://openalex.org/I3018263800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100453544","display_name":"Tao Wang","orcid":"https://orcid.org/0000-0002-5121-0599"},"institutions":[{"id":"https://openalex.org/I3018263800","display_name":"Huzhou University","ror":"https://ror.org/04mvpxy20","country_code":"CN","type":"education","lineage":["https://openalex.org/I3018263800"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Wang","raw_affiliation_strings":["School of Information Engineering, Huzhou University, Huzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Huzhou University, Huzhou, China","institution_ids":["https://openalex.org/I3018263800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103926205","display_name":"Fu Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I3018263800","display_name":"Huzhou University","ror":"https://ror.org/04mvpxy20","country_code":"CN","type":"education","lineage":["https://openalex.org/I3018263800"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fu Yang","raw_affiliation_strings":["School of Information Engineering, Huzhou University, Huzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Huzhou University, Huzhou, China","institution_ids":["https://openalex.org/I3018263800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100656312","display_name":"Xiaoyan Sun","orcid":"https://orcid.org/0000-0002-1386-6853"},"institutions":[{"id":"https://openalex.org/I3018263800","display_name":"Huzhou University","ror":"https://ror.org/04mvpxy20","country_code":"CN","type":"education","lineage":["https://openalex.org/I3018263800"]},{"id":"https://openalex.org/I4210105567","display_name":"Huzhou Central Hospital","ror":"https://ror.org/01czx1v82","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210105567","https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyan Sun","raw_affiliation_strings":["Huzhou Central Hospital, Affiliated Central Hospital of Huzhou University, Huzhou, Zhejiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huzhou Central Hospital, Affiliated Central Hospital of Huzhou University, Huzhou, Zhejiang, China","institution_ids":["https://openalex.org/I3018263800","https://openalex.org/I4210105567"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021067862","display_name":"Chong Yao","orcid":"https://orcid.org/0000-0003-2827-273X"},"institutions":[{"id":"https://openalex.org/I3018263800","display_name":"Huzhou University","ror":"https://ror.org/04mvpxy20","country_code":"CN","type":"education","lineage":["https://openalex.org/I3018263800"]},{"id":"https://openalex.org/I4210105567","display_name":"Huzhou Central Hospital","ror":"https://ror.org/01czx1v82","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210105567","https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chong Yao","raw_affiliation_strings":["Huzhou Central Hospital, Affiliated Central Hospital of Huzhou University, Huzhou, Zhejiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huzhou Central Hospital, Affiliated Central Hospital of Huzhou University, Huzhou, Zhejiang, China","institution_ids":["https://openalex.org/I3018263800","https://openalex.org/I4210105567"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111298636","display_name":"Liangquan Jia","orcid":"https://orcid.org/0000-0003-3890-8965"},"institutions":[{"id":"https://openalex.org/I3018263800","display_name":"Huzhou University","ror":"https://ror.org/04mvpxy20","country_code":"CN","type":"education","lineage":["https://openalex.org/I3018263800"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liangquan Jia","raw_affiliation_strings":["School of Information Engineering, Huzhou University, Huzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-3890-8965","affiliations":[{"raw_affiliation_string":"School of Information Engineering, Huzhou University, Huzhou, China","institution_ids":["https://openalex.org/I3018263800"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0834662,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":null,"first_page":"84726","last_page":"84737"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.5281000137329102,"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"}},"topics":[{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.5281000137329102,"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/computer-science","display_name":"Computer science","score":0.7537871599197388},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5067995190620422}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7537871599197388},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5067995190620422}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3414114","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3414114","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:1dc5dee6664341a4a12f5c3b3bb449e9","is_oa":true,"landing_page_url":"https://doaj.org/article/1dc5dee6664341a4a12f5c3b3bb449e9","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 12, Pp 84726-84737 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3414114","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3414114","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.5400000214576721}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1536680647","https://openalex.org/W1604647690","https://openalex.org/W2144157240","https://openalex.org/W2752782242","https://openalex.org/W2911823761","https://openalex.org/W2924156138","https://openalex.org/W2963037989","https://openalex.org/W2963351448","https://openalex.org/W3034552520","https://openalex.org/W3047584205","https://openalex.org/W3067391615","https://openalex.org/W3177052299","https://openalex.org/W3192289469","https://openalex.org/W4226450415","https://openalex.org/W4289752563","https://openalex.org/W4293845467","https://openalex.org/W4297324433","https://openalex.org/W4308527059","https://openalex.org/W4312792956","https://openalex.org/W4317486508","https://openalex.org/W4320002812","https://openalex.org/W4365453807","https://openalex.org/W4383533550","https://openalex.org/W4386075524","https://openalex.org/W4386921305","https://openalex.org/W4391286660","https://openalex.org/W4392241462","https://openalex.org/W6681430686","https://openalex.org/W6746304377","https://openalex.org/W6767652952"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"The":[0],"utilization":[1],"of":[2,17,28,40,47,117],"target":[3,30,67],"detection":[4,31,49,68,111],"algorithms":[5,32],"for":[6,55,183],"counting":[7],"edible":[8],"centipedes":[9],"represents":[10],"a":[11,65],"novel":[12],"endeavor":[13],"in":[14],"the":[15,26,38,41,45,48,86,91,96,109,115,118,121,125,132,142,147,153,161,169],"field":[16],"traditional":[18],"Chinese":[19],"medicine":[20],"materials":[21],"using":[22],"deep":[23],"learning.":[24],"However,":[25],"accuracy":[27],"current":[29,184],"is":[33],"relatively":[34],"low":[35],"due":[36],"to":[37,101,141,166],"complexity":[39],"centipede":[42,66],"background":[43],"and":[44,95,105,128,159,176],"density":[46],"targets,":[50,112],"making":[51,179],"them":[52],"poorly":[53],"suited":[54],"practical":[56,185],"application":[57,186],"scenarios.":[58,187],"To":[59],"address":[60],"this,":[61],"this":[62],"study":[63],"proposes":[64],"algorithm":[69,84,123,172],"based":[70],"on":[71,108],"an":[72],"improved":[73,148],"Your":[74],"Only":[75],"Look":[76],"Once":[77],"V5":[78],"(YOLOv5)":[79],"model,":[80],"termed":[81],"FD-YOLO.":[82],"This":[83],"enhances":[85,124],"original":[87,143],"model":[88,150],"by":[89,130,155],"incorporating":[90],"CBAM":[92],"attention":[93],"mechanism":[94],"BiFormer":[97],"universal":[98],"visual":[99],"transformer":[100],"suppress":[102],"irrelevant":[103],"information":[104],"intensify":[106],"focus":[107],"desired":[110],"thereby":[113],"improving":[114,131],"precision":[116],"algorithm.":[119],"Additionally,":[120],"FD-YOLO":[122],"model\u2019s":[126],"generalizability":[127],"robustness":[129],"existing":[133],"SPPF":[134],"module.":[135],"Experimental":[136],"results":[137],"demonstrate":[138],"that":[139],"compared":[140],"YOLOv5":[144,149,171],"prototype":[145],"network,":[146],"has":[151],"increased":[152],"AP@0.5":[154],"3.5%,":[156],"reaching":[157],"97.2%,":[158],"raised":[160],"recall":[162],"rate":[163],"from":[164],"86.2%":[165],"92.9%.":[167],"Therefore,":[168],"enhanced":[170],"can":[173],"effectively":[174],"detect":[175],"count":[177],"centipedes,":[178],"it":[180],"more":[181],"suitable":[182]},"counts_by_year":[],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
