{"id":"https://openalex.org/W4411097624","doi":"https://doi.org/10.1145/3723178.3723300","title":"Tomato stem scar detection using C3Ghost-based improved YOLOv5 model","display_name":"Tomato stem scar detection using C3Ghost-based improved YOLOv5 model","publication_year":2024,"publication_date":"2024-10-17","ids":{"openalex":"https://openalex.org/W4411097624","doi":"https://doi.org/10.1145/3723178.3723300"},"language":"en","primary_location":{"id":"doi:10.1145/3723178.3723300","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3723178.3723300","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3723178.3723300","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Conference on Computing Advancements","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3723178.3723300","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5108330092","display_name":"S.M. Jahidul Islam","orcid":null},"institutions":[{"id":"https://openalex.org/I24057909","display_name":"Bangladesh Agricultural University","ror":"https://ror.org/03k5zb271","country_code":"BD","type":"education","lineage":["https://openalex.org/I24057909"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"S.M. Jahidul Islam","raw_affiliation_strings":["Bangladesh Agricultural University, Mymensingh, Bangladesh"],"raw_orcid":"https://orcid.org/0009-0009-5098-5980","affiliations":[{"raw_affiliation_string":"Bangladesh Agricultural University, Mymensingh, Bangladesh","institution_ids":["https://openalex.org/I24057909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101860722","display_name":"Machbah Uddin","orcid":"https://orcid.org/0000-0002-1572-8606"},"institutions":[{"id":"https://openalex.org/I24057909","display_name":"Bangladesh Agricultural University","ror":"https://ror.org/03k5zb271","country_code":"BD","type":"education","lineage":["https://openalex.org/I24057909"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Machbah Uddin","raw_affiliation_strings":["Bangladesh Agricultural University, Mymensingh, Bangladesh"],"raw_orcid":"https://orcid.org/0000-0002-1572-8606","affiliations":[{"raw_affiliation_string":"Bangladesh Agricultural University, Mymensingh, Bangladesh","institution_ids":["https://openalex.org/I24057909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050445420","display_name":"Md. Rakib Hassan","orcid":"https://orcid.org/0000-0001-9368-6942"},"institutions":[{"id":"https://openalex.org/I24057909","display_name":"Bangladesh Agricultural University","ror":"https://ror.org/03k5zb271","country_code":"BD","type":"education","lineage":["https://openalex.org/I24057909"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Rakib Hassan","raw_affiliation_strings":["Bangladesh Agricultural University, Mymensingh, Bangladesh"],"raw_orcid":"https://orcid.org/0000-0001-9368-6942","affiliations":[{"raw_affiliation_string":"Bangladesh Agricultural University, Mymensingh, Bangladesh","institution_ids":["https://openalex.org/I24057909"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113873862","display_name":"Muhammad Mustagis Billah","orcid":null},"institutions":[{"id":"https://openalex.org/I24057909","display_name":"Bangladesh Agricultural University","ror":"https://ror.org/03k5zb271","country_code":"BD","type":"education","lineage":["https://openalex.org/I24057909"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Muhammad Mustagis Billah","raw_affiliation_strings":["Department of Computer Science and Mathematics, Bangladesh Agricultural University, Mymensingh, Mymensingh, Bangladesh"],"raw_orcid":"https://orcid.org/0000-0003-0559-3549","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Mathematics, Bangladesh Agricultural University, Mymensingh, Mymensingh, Bangladesh","institution_ids":["https://openalex.org/I24057909"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5108330092"],"corresponding_institution_ids":["https://openalex.org/I24057909"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16239612,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"917","last_page":"924"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T14365","display_name":"Leaf Properties and Growth Measurement","score":0.9641000032424927,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9606999754905701,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5105937123298645}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5105937123298645}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3723178.3723300","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3723178.3723300","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3723178.3723300","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Conference on Computing Advancements","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3723178.3723300","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3723178.3723300","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3723178.3723300","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Conference on Computing Advancements","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411097624.pdf","grobid_xml":"https://content.openalex.org/works/W4411097624.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W1815665843","https://openalex.org/W2034036778","https://openalex.org/W2082538881","https://openalex.org/W2158395727","https://openalex.org/W2618530766","https://openalex.org/W2963101856","https://openalex.org/W2990718515","https://openalex.org/W2997747012","https://openalex.org/W3015562698","https://openalex.org/W3035414587","https://openalex.org/W3042011474","https://openalex.org/W3047474173","https://openalex.org/W3109992649","https://openalex.org/W3157081268","https://openalex.org/W3207764742","https://openalex.org/W4212965978","https://openalex.org/W4223949485","https://openalex.org/W4229369079","https://openalex.org/W4290694974","https://openalex.org/W4291908499","https://openalex.org/W4306907055","https://openalex.org/W4309479308","https://openalex.org/W4319789280","https://openalex.org/W4321645686","https://openalex.org/W4322761329","https://openalex.org/W4384518336","https://openalex.org/W4385481239","https://openalex.org/W4389744047","https://openalex.org/W4389912944","https://openalex.org/W4390105332"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"The":[0],"tomato":[1,53,61,72,216],"is":[2,21,45,66,81,169,200,203],"an":[3,46,155],"important":[4],"vegetable":[5],"worldwide":[6],"due":[7,85],"to":[8,86,114,130,163,173],"its":[9],"increasing":[10],"demand,":[11],"which":[12,202],"includes":[13],"household":[14],"cooking,":[15],"industries,":[16,28],"and":[17,58,154,171,175],"restaurants.A":[18],"specific":[19],"structure":[20],"followed":[22],"for":[23,214],"arranging":[24],"tomatoes":[25,31,120],"in":[26,35,126],"food":[27],"where":[29],"the":[30,38,49,75,96,116,127,135,164,177,183,187,192,198,207],"are":[32,161],"usually":[33],"placed":[34],"packets":[36],"with":[37,145,159,182],"stem":[39,43,76,117],"scar":[40,44,77,118],"on":[41,48],"top.A":[42],"area":[47],"top":[50],"of":[51,71,119,142,149,189,197],"a":[52,63,68,82,110,123,146,151,219],"fruit":[54],"whose":[55],"shape,":[56],"smoothness,":[57],"diameter":[59],"determine":[60],"freshness.As":[62],"result,":[64],"it":[65,210],"considered":[67],"reliable":[69],"indicator":[70],"quality.So,":[73],"identifying":[74],"from":[78],"different":[79],"angles":[80],"challenging":[83],"task":[84],"texture":[87],"disturbance,":[88],"partial":[89],"occlusion,":[90],"etc.":[91],"Different":[92],"studies":[93],"mentioned":[94],"that":[95],"above":[97],"challenges":[98],"can":[99,211],"be":[100,212],"overcome":[101],"by":[102,121],"applying":[103],"deep":[104],"learning":[105],"approaches.Therefore,":[106],"this":[107],"research":[108],"proposes":[109],"modified":[111,179],"YOLOv5":[112,180,185],"algorithm":[113],"identify":[115],"adapting":[122],"C3Ghost":[124],"module":[125,158],"backbone":[128],"part":[129],"reduce":[131],"computational":[132],"costs.To":[133],"enhance":[134],"overall":[136],"detection":[137],"rate,":[138],"two":[139],"activation":[140],"layers":[141],"leaky":[143],"ReLU":[144],"negative":[147],"slope":[148],"0.1,":[150],"non-maximum":[152],"suppression,":[153],"extra":[156],"convolution":[157],"padding":[160],"added":[162],"neck":[165],"region.A":[166],"self-generated":[167],"dataset":[168],"prepared":[170],"used":[172,213],"test":[174],"compare":[176],"proposed":[178],"method":[181],"existing":[184,208],"algorithm.In":[186],"case":[188],"performance":[190],"evaluation,":[191],"mean":[193],"average":[194],"precision":[195],"(mAP)":[196],"model":[199],"98%":[201],"4.6%":[204],"better":[205],"than":[206],"model.Hence,":[209],"industrial":[215],"grading":[217],"at":[218],"low":[220],"cost.":[221]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}