{"id":"https://openalex.org/W4281554725","doi":"https://doi.org/10.20473/jisebi.8.1.1-10","title":"Mask R-CNN and GrabCut Algorithm for an Image-based Calorie Estimation System","display_name":"Mask R-CNN and GrabCut Algorithm for an Image-based Calorie Estimation System","publication_year":2022,"publication_date":"2022-04-26","ids":{"openalex":"https://openalex.org/W4281554725","doi":"https://doi.org/10.20473/jisebi.8.1.1-10"},"language":"en","primary_location":{"id":"doi:10.20473/jisebi.8.1.1-10","doi":"https://doi.org/10.20473/jisebi.8.1.1-10","is_oa":true,"landing_page_url":"https://doi.org/10.20473/jisebi.8.1.1-10","pdf_url":"https://e-journal.unair.ac.id/JISEBI/article/download/30060/17519","source":{"id":"https://openalex.org/S2737559571","display_name":"Journal of Information Systems Engineering and Business Intelligence","issn_l":"2443-2555","issn":["2443-2555","2598-6333"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","norway-1"],"host_organization":"https://openalex.org/P4310315151","host_organization_name":"Airlangga University","host_organization_lineage":["https://openalex.org/P4310315151"],"host_organization_lineage_names":["Airlangga University"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information Systems Engineering and Business Intelligence","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://e-journal.unair.ac.id/JISEBI/article/download/30060/17519","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009911289","display_name":"Tiara Lestari Subaran","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tiara Lestari Subaran","raw_affiliation_strings":["Department of Computer Engineering and Informatics, Bandung State Polytechnic, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and Informatics, Bandung State Polytechnic, Indonesia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053699444","display_name":"Transmissia Semiawan","orcid":"https://orcid.org/0000-0002-1724-922X","observed_orcids":["https://orcid.org/0000-0002-1724-922X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Transmissia Semiawan","raw_affiliation_strings":["Department of Computer Engineering and Informatics, Bandung State Polytechnic, Indonesia"],"raw_orcid":"https://orcid.org/0000-0002-1724-922X","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and Informatics, Bandung State Polytechnic, Indonesia","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074788535","display_name":"Nurjannah Syakrani","orcid":"https://orcid.org/0000-0001-9747-6475","observed_orcids":["https://orcid.org/0000-0001-9747-6475"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nurjannah Syakrani","raw_affiliation_strings":["Department of Computer Engineering and Informatics, Bandung State Polytechnic, Indonesia"],"raw_orcid":"https://orcid.org/0000-0001-9747-6475","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and Informatics, Bandung State Polytechnic, Indonesia","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.491,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.58061586,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"8","issue":"1","first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9932000041007996,"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"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9932000041007996,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.003000000026077032,"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/T13674","display_name":"Computer Science and Engineering","score":0.001500000013038516,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/calorie-estimation","display_name":"calorie estimation","score":0.9570000171661377},{"id":"https://openalex.org/keywords/food-image-segmentation","display_name":"food image segmentation","score":0.7599999904632568},{"id":"https://openalex.org/keywords/mask-r-cnn","display_name":"Mask R-CNN","score":0.8809999823570251},{"id":"https://openalex.org/keywords/grabcut","display_name":"GrabCut","score":0.9990000128746033},{"id":"https://openalex.org/keywords/food-detection","display_name":"food detection","score":0.6299999952316284},{"id":"https://openalex.org/keywords/image-data-augmentation","display_name":"image augmentation","score":0.9900000095367432}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7003378868103027},{"id":"https://openalex.org/C40438245","wikidata":"https://www.wikidata.org/wiki/Q130964","display_name":"Calorie","level":2,"score":0.6986497640609741},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6033378839492798},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.46764326095581055},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4516623616218567},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.44754424691200256},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43053102493286133},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.38486021757125854},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32534366846084595},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.20473/jisebi.8.1.1-10","doi":"https://doi.org/10.20473/jisebi.8.1.1-10","is_oa":true,"landing_page_url":"https://doi.org/10.20473/jisebi.8.1.1-10","pdf_url":"https://e-journal.unair.ac.id/JISEBI/article/download/30060/17519","source":{"id":"https://openalex.org/S2737559571","display_name":"Journal of Information Systems Engineering and Business Intelligence","issn_l":"2443-2555","issn":["2443-2555","2598-6333"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","norway-1"],"host_organization":"https://openalex.org/P4310315151","host_organization_name":"Airlangga University","host_organization_lineage":["https://openalex.org/P4310315151"],"host_organization_lineage_names":["Airlangga University"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information Systems Engineering and Business Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:04dce67d1fe64f089bd0096c23734b79","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/04dce67d1fe64f089bd0096c23734b79","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,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Information Systems Engineering and Business Intelligence, Vol 8, Iss 1, Pp 1-10 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.20473/jisebi.8.1.1-10","doi":"https://doi.org/10.20473/jisebi.8.1.1-10","is_oa":true,"landing_page_url":"https://doi.org/10.20473/jisebi.8.1.1-10","pdf_url":"https://e-journal.unair.ac.id/JISEBI/article/download/30060/17519","source":{"id":"https://openalex.org/S2737559571","display_name":"Journal of Information Systems Engineering and Business Intelligence","issn_l":"2443-2555","issn":["2443-2555","2598-6333"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","norway-1"],"host_organization":"https://openalex.org/P4310315151","host_organization_name":"Airlangga University","host_organization_lineage":["https://openalex.org/P4310315151"],"host_organization_lineage_names":["Airlangga University"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information Systems Engineering and Business Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.5600000023841858}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4281554725.pdf","grobid_xml":"https://content.openalex.org/works/W4281554725.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W1978997953","https://openalex.org/W2006682013","https://openalex.org/W2124351162","https://openalex.org/W2530969395","https://openalex.org/W2546942002","https://openalex.org/W2618154722","https://openalex.org/W2627054790","https://openalex.org/W2763071190","https://openalex.org/W2806070179","https://openalex.org/W2966010310","https://openalex.org/W2974140502","https://openalex.org/W2980441700","https://openalex.org/W3000291493","https://openalex.org/W3111004575","https://openalex.org/W3113308642","https://openalex.org/W3156900329","https://openalex.org/W3170019900","https://openalex.org/W3191685172"],"related_works":["https://openalex.org/W4389786552","https://openalex.org/W2627054790","https://openalex.org/W3000291493","https://openalex.org/W7128160057","https://openalex.org/W4390992955","https://openalex.org/W4410729304","https://openalex.org/W2980441700","https://openalex.org/W3156900329","https://openalex.org/W2003360478","https://openalex.org/W4307939630"],"abstract_inverted_index":{"Background:":[0],"A":[1],"calorie":[2,52,99],"estimation":[3],"system":[4],"based":[5],"on":[6],"food":[7,159],"images":[8],"uses":[9],"computer":[10],"vision":[11],"technology":[12],"to":[13,47,78,85,106,141],"recognize":[14],"and":[15,28,54,63,74,101,130,149],"count":[16],"calories.":[17],"There":[18],"are":[19],"two":[20],"key":[21],"processes":[22,56,103],"required":[23],"in":[24,136,157],"the":[25,49,87,91,95,98,108,144],"system:":[26],"detection":[27],"segmentation.":[29],"Many":[30],"algorithms":[31],"can":[32],"undertake":[33],"both":[34],"processes,":[35],"each":[36],"algorithm":[37],"with":[38,120,161],"different":[39,162],"levels":[40],"of":[41,51,60,97,126,146],"accuracy.":[42],"Objective:":[43],"This":[44],"study":[45],"aims":[46],"improve":[48],"accuracy":[50,96],"calculation":[53,100,123],"segmentation":[55,68,102],"using":[57],"a":[58,80,117,153],"combination":[59,145],"Mask":[61,72,147],"R-CNN":[62,73,148],"GrabCut":[64,75,150],"algorithms.":[65],"Methods:":[66],"The":[67,112],"mask":[69],"generated":[70],"from":[71],"were":[76,104],"combined":[77],"create":[79],"new":[81],"mask,":[82],"then":[83],"used":[84],"calculate":[86],"calorie.":[88],"By":[89],"considering":[90],"image":[92],"augmentation":[93],"technique,":[94],"observed":[105],"evaluate":[107],"method\u2019s":[109],"performance.":[110],"Results:":[111],"proposed":[113],"method":[114],"could":[115,151],"achieve":[116],"satisfying":[118,155],"result,":[119],"an":[121,131],"average":[122],"error":[124],"value":[125],"less":[127],"than":[128],"10%":[129],"F1":[132],"score":[133],"above":[134],"90%":[135],"all":[137],"scenarios.":[138],"Conclusion:":[139],"Compared":[140],"earlier":[142],"studies,":[143],"obtain":[152],"more":[154],"result":[156],"calculating":[158],"calories":[160],"shapes.":[163],"Keywords:":[164],"Augmentation,":[165],"Calorie":[166],"Calculation,":[167],"Detection":[168]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2022-05-27T00:00:00"}