{"id":"https://openalex.org/W4407420323","doi":"https://doi.org/10.1142/s0219467827500197","title":"Ripening Stage Detection of Mangoes by Size and Maturity Using Hybrid (1D\u20132D) Convolution\u2013Based Adaptive Densenet with Attention Mechanism","display_name":"Ripening Stage Detection of Mangoes by Size and Maturity Using Hybrid (1D\u20132D) Convolution\u2013Based Adaptive Densenet with Attention Mechanism","publication_year":2025,"publication_date":"2025-02-11","ids":{"openalex":"https://openalex.org/W4407420323","doi":"https://doi.org/10.1142/s0219467827500197"},"language":"en","primary_location":{"id":"doi:10.1142/s0219467827500197","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219467827500197","pdf_url":null,"source":{"id":"https://openalex.org/S60080701","display_name":"International Journal of Image and Graphics","issn_l":"0219-4678","issn":["0219-4678","1793-6756"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Image and Graphics","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/A5062493976","display_name":"Kapil Vhatkar","orcid":"https://orcid.org/0000-0003-4629-107X"},"institutions":[{"id":"https://openalex.org/I4210089305","display_name":"Dr. D. Y. Patil Medical College, Hospital and Research Centre","ror":"https://ror.org/0088h4061","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I4210089305"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Kapil Vhatkar","raw_affiliation_strings":["Department of Computer Engineering, Dr. D. Y. Patil Institute of Technology, Pune, Pimpri, Maharashtra 411018, India"],"raw_orcid":"https://orcid.org/0000-0003-4629-107X","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Dr. D. Y. Patil Institute of Technology, Pune, Pimpri, Maharashtra 411018, India","institution_ids":["https://openalex.org/I4210089305"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021416857","display_name":"Atul B. Kathole","orcid":"https://orcid.org/0000-0002-6162-8200"},"institutions":[{"id":"https://openalex.org/I4210089305","display_name":"Dr. D. Y. Patil Medical College, Hospital and Research Centre","ror":"https://ror.org/0088h4061","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I4210089305"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Atul B. Kathole","raw_affiliation_strings":["Department of Computer Engineering, Dr. D. Y. Patil Institute of Technology, Pune, Pimpri, Maharashtra 411018, India"],"raw_orcid":"https://orcid.org/0000-0002-6162-8200","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Dr. D. Y. Patil Institute of Technology, Pune, Pimpri, Maharashtra 411018, India","institution_ids":["https://openalex.org/I4210089305"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070227911","display_name":"Gulbakshee Dharmale","orcid":"https://orcid.org/0000-0002-6717-9362"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gulbakshee Dharmale","raw_affiliation_strings":["IT Department, Pimpri Chinchwad College of Engineering Nigdi, Pimpri, Maharashtra 411044, India"],"raw_orcid":"https://orcid.org/0000-0002-6717-9362","affiliations":[{"raw_affiliation_string":"IT Department, Pimpri Chinchwad College of Engineering Nigdi, Pimpri, Maharashtra 411044, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025191662","display_name":"Amit Savyanavar","orcid":"https://orcid.org/0000-0001-6092-7017"},"institutions":[{"id":"https://openalex.org/I4210088227","display_name":"MIT World Peace University","ror":"https://ror.org/004ymxd45","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210088227"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Amit Sadanand Savyanavar","raw_affiliation_strings":["Department of Computer Engineering and Technology, Dr. Vishwanath Karad MIT World Peace University, Pune, Maharashtra 411038, India"],"raw_orcid":"https://orcid.org/0000-0001-6092-7017","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and Technology, Dr. Vishwanath Karad MIT World Peace University, Pune, Maharashtra 411038, India","institution_ids":["https://openalex.org/I4210088227"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5062493976"],"corresponding_institution_ids":["https://openalex.org/I4210089305"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01717017,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"26","issue":"07","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9241999983787537,"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":0.9241999983787537,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/ripening","display_name":"Ripening","score":0.6301053762435913},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.5617729425430298},{"id":"https://openalex.org/keywords/maturity","display_name":"Maturity (psychological)","score":0.5458753705024719},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4989655017852783},{"id":"https://openalex.org/keywords/stage","display_name":"Stage (stratigraphy)","score":0.4969346821308136},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.49085623025894165},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.392729789018631},{"id":"https://openalex.org/keywords/biological-system","display_name":"Biological system","score":0.3779045045375824},{"id":"https://openalex.org/keywords/agricultural-engineering","display_name":"Agricultural engineering","score":0.3753828704357147},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3307037949562073},{"id":"https://openalex.org/keywords/food-science","display_name":"Food science","score":0.27086523175239563},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.24250191450119019},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2287830412387848},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12548881769180298},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.12435570359230042},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.10282674431800842}],"concepts":[{"id":"https://openalex.org/C172353545","wikidata":"https://www.wikidata.org/wiki/Q2121926","display_name":"Ripening","level":2,"score":0.6301053762435913},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.5617729425430298},{"id":"https://openalex.org/C101433766","wikidata":"https://www.wikidata.org/wiki/Q3543263","display_name":"Maturity (psychological)","level":2,"score":0.5458753705024719},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4989655017852783},{"id":"https://openalex.org/C146357865","wikidata":"https://www.wikidata.org/wiki/Q1123245","display_name":"Stage (stratigraphy)","level":2,"score":0.4969346821308136},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.49085623025894165},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.392729789018631},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.3779045045375824},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.3753828704357147},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3307037949562073},{"id":"https://openalex.org/C31903555","wikidata":"https://www.wikidata.org/wiki/Q1637030","display_name":"Food science","level":1,"score":0.27086523175239563},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.24250191450119019},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2287830412387848},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12548881769180298},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.12435570359230042},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.10282674431800842},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.0},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0219467827500197","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219467827500197","pdf_url":null,"source":{"id":"https://openalex.org/S60080701","display_name":"International Journal of Image and Graphics","issn_l":"0219-4678","issn":["0219-4678","1793-6756"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Image and Graphics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W2047646095","https://openalex.org/W2786312227","https://openalex.org/W2802645864","https://openalex.org/W2910688461","https://openalex.org/W2914422474","https://openalex.org/W2972292148","https://openalex.org/W3022518608","https://openalex.org/W3026754942","https://openalex.org/W3093991637","https://openalex.org/W3108093108","https://openalex.org/W3157040981","https://openalex.org/W3197906786","https://openalex.org/W3198039801","https://openalex.org/W3212797097","https://openalex.org/W4224011618","https://openalex.org/W4285183557","https://openalex.org/W4285188037","https://openalex.org/W4290861058","https://openalex.org/W4308773871","https://openalex.org/W4311974999","https://openalex.org/W4362506797","https://openalex.org/W4379534373","https://openalex.org/W4385949930"],"related_works":["https://openalex.org/W3002701199","https://openalex.org/W2329453708","https://openalex.org/W4211042714","https://openalex.org/W2010888465","https://openalex.org/W3088767812","https://openalex.org/W2182860415","https://openalex.org/W2093115570","https://openalex.org/W2055106240","https://openalex.org/W2043183805","https://openalex.org/W1970496423"],"abstract_inverted_index":{"The":[0,27,115,140,184,213,236],"classification":[1,182],"of":[2,10,22,42,53,113,164],"mangoes\u2019":[3],"ripening":[4,94,163,230,243],"stage":[5,231],"is":[6,18,31,55,166,187,239],"the":[7,23,51,59,64,67,70,86,91,102,110,122,131,147,152,162,169,190,193,197,203,210,219,229,234],"major":[8],"aspect":[9],"supplying":[11],"better":[12],"fruit":[13,24],"grade":[14],"to":[15,35,108,130,134,146,179,192,232,245],"buyers,":[16],"which":[17,30],"a":[19,40],"standard":[20,123],"necessity":[21],"processing":[25],"industry.":[26],"optical":[28],"examination,":[29],"manually":[32],"done,":[33],"takes":[34,216],"instability,":[36],"and":[37,61,80,125,138,155,196],"it":[38],"involves":[39],"lot":[41],"work":[43],"by":[44,100],"human":[45],"workers.":[46],"To":[47,84],"harvest":[48],"better-quality":[49],"mangoes,":[50],"measurement":[52],"maturity":[54,111,211],"supremely":[56],"important.":[57],"During":[58],"development":[60],"storing":[62],"at":[63],"context":[65],"temperature,":[66],"differentiation":[68],"in":[69,90,223],"surface":[71],"color,":[72],"size,":[73,153],"Total":[74],"Soluble":[75],"Solids":[76],"(TSS)":[77],"content,":[78],"firmness":[79],"sphericity":[81],"are":[82,98,119,128,144,158,200],"analyzed.":[83],"tackle":[85],"challenges":[87],"that":[88],"formed":[89],"classical":[92],"mango":[93,117,165,198],"stage,":[95],"detection":[96],"approaches":[97],"solved":[99],"using":[101],"newly":[103],"proposed":[104],"deep":[105],"learning":[106],"approach":[107],"identify":[109],"state":[112],"mangoes.":[114],"required":[116],"pictures":[118,127],"taken":[120],"from":[121],"databases,":[124],"these":[126],"given":[129,201],"image":[132,136],"preprocessing":[133],"improve":[135,233],"quality":[137,142],"contrast.":[139],"improved":[141],"images":[143,199],"applied":[145,188],"feature":[148,157],"extraction":[149],"section,":[150],"where":[151],"shape":[154],"color":[156],"obtained.":[159],"After":[160],"that,":[161],"performed":[167],"through":[168],"\u201cHybrid":[170],"(1D-2D)":[171],"Convolution-based":[172],"Adaptive":[173],"DenseNet":[174],"with":[175,241],"Attention":[176],"Mechanism":[177],"(HCADNet-AM)\u201d":[178],"get":[180],"efficient":[181],"results.":[183],"extracted":[185],"characteristic":[186],"as":[189,202],"input":[191,204],"1D":[194],"convolution,":[195],"for":[205,208],"2D":[206],"convolution":[207],"classifying":[209],"stages.":[212],"parameter":[214],"optimization":[215],"place":[217],"via":[218],"Fitness-aided":[220],"Random":[221],"Function":[222],"Red":[224],"Panda":[225],"Optimization":[226],"(FRF-RPO)":[227],"during":[228],"performance.":[235],"research":[237],"output":[238],"validated":[240],"conventional":[242],"techniques":[244],"ensure":[246],"effectiveness.":[247]},"counts_by_year":[],"updated_date":"2026-05-02T06:04:40.494371","created_date":"2025-10-10T00:00:00"}
