{"id":"https://openalex.org/W4391487948","doi":"https://doi.org/10.1007/978-3-031-53036-4_11","title":"Deep Learning-Based Classification and\u00a0Quantification of\u00a0Emulsion Droplets: A YOLOv7 Approach","display_name":"Deep Learning-Based Classification and\u00a0Quantification of\u00a0Emulsion Droplets: A YOLOv7 Approach","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4391487948","doi":"https://doi.org/10.1007/978-3-031-53036-4_11"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-53036-4_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-53036-4_11","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10198/30379","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001914893","display_name":"Jo\u00e3o Mendes","orcid":"https://orcid.org/0000-0003-0979-8314"},"institutions":[{"id":"https://openalex.org/I4210092303","display_name":"Polytechnic Institute of Bragan\u00e7a","ror":"https://ror.org/00prsav78","country_code":"PT","type":"education","lineage":["https://openalex.org/I4210092303"]},{"id":"https://openalex.org/I4391767784","display_name":"Research Centre in Digitalization and Intelligent Robotics","ror":"https://ror.org/00vye5g85","country_code":"PT","type":"facility","lineage":["https://openalex.org/I4391767784"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Jo\u00e3o Mendes","raw_affiliation_strings":["Laborat\u00f3rio Associado para a Sustentabilidade e Tecnologia em Regi\u00f5es de Montanha (SusTEC), Instituto Polit\u00e9cnico de Bragan\u00e7a, 5300-253, Bragan\u00e7a, Portugal","Research Centre in Digitalization and Intelligent Robotics (CeDRI), Instituto Polit\u00e9cnico de Bragan\u00e7a, 5300-253, Bragan\u00e7a, Portugal"],"raw_orcid":"https://orcid.org/0000-0003-0979-8314","affiliations":[{"raw_affiliation_string":"Laborat\u00f3rio Associado para a Sustentabilidade e Tecnologia em Regi\u00f5es de Montanha (SusTEC), Instituto Polit\u00e9cnico de Bragan\u00e7a, 5300-253, Bragan\u00e7a, Portugal","institution_ids":["https://openalex.org/I4210092303"]},{"raw_affiliation_string":"Research Centre in Digitalization and Intelligent Robotics (CeDRI), Instituto Polit\u00e9cnico de Bragan\u00e7a, 5300-253, Bragan\u00e7a, Portugal","institution_ids":["https://openalex.org/I4210092303","https://openalex.org/I4391767784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041994120","display_name":"Adriano S. Silva","orcid":"https://orcid.org/0000-0002-6795-2335"},"institutions":[{"id":"https://openalex.org/I4210092303","display_name":"Polytechnic Institute of Bragan\u00e7a","ror":"https://ror.org/00prsav78","country_code":"PT","type":"education","lineage":["https://openalex.org/I4210092303"]},{"id":"https://openalex.org/I4391767784","display_name":"Research Centre in Digitalization and Intelligent Robotics","ror":"https://ror.org/00vye5g85","country_code":"PT","type":"facility","lineage":["https://openalex.org/I4391767784"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Adriano S. Silva","raw_affiliation_strings":["Centro de Investiga\u00e7\u00e3o de Montanha (CIMO), Instituto Polit\u00e9cnico de Bragan\u00e7a, 5300-253, Bragan\u00e7a, Portugal","Laborat\u00f3rio Associado para a Sustentabilidade e Tecnologia em Regi\u00f5es de Montanha (SusTEC), Instituto Polit\u00e9cnico de Bragan\u00e7a, 5300-253, Bragan\u00e7a, Portugal","Research Centre in Digitalization and Intelligent Robotics (CeDRI), Instituto Polit\u00e9cnico de Bragan\u00e7a, 5300-253, Bragan\u00e7a, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-6795-2335","affiliations":[{"raw_affiliation_string":"Centro de Investiga\u00e7\u00e3o de Montanha (CIMO), Instituto Polit\u00e9cnico de Bragan\u00e7a, 5300-253, Bragan\u00e7a, Portugal","institution_ids":["https://openalex.org/I4210092303"]},{"raw_affiliation_string":"Laborat\u00f3rio Associado para a Sustentabilidade e Tecnologia em Regi\u00f5es de Montanha (SusTEC), Instituto Polit\u00e9cnico de Bragan\u00e7a, 5300-253, Bragan\u00e7a, Portugal","institution_ids":["https://openalex.org/I4210092303"]},{"raw_affiliation_string":"Research Centre in Digitalization and Intelligent Robotics (CeDRI), Instituto Polit\u00e9cnico de Bragan\u00e7a, 5300-253, Bragan\u00e7a, Portugal","institution_ids":["https://openalex.org/I4210092303","https://openalex.org/I4391767784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020797491","display_name":"Fernanda F. Roman","orcid":"https://orcid.org/0000-0001-5360-5298"},"institutions":[{"id":"https://openalex.org/I4210092303","display_name":"Polytechnic Institute of Bragan\u00e7a","ror":"https://ror.org/00prsav78","country_code":"PT","type":"education","lineage":["https://openalex.org/I4210092303"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Fernanda F. Roman","raw_affiliation_strings":["Centro de Investiga\u00e7\u00e3o de Montanha (CIMO), Instituto Polit\u00e9cnico de Bragan\u00e7a, 5300-253, Bragan\u00e7a, Portugal","Laborat\u00f3rio Associado para a Sustentabilidade e Tecnologia em Regi\u00f5es de Montanha (SusTEC), Instituto Polit\u00e9cnico de Bragan\u00e7a, 5300-253, Bragan\u00e7a, Portugal"],"raw_orcid":"https://orcid.org/0000-0001-5360-5298","affiliations":[{"raw_affiliation_string":"Centro de Investiga\u00e7\u00e3o de Montanha (CIMO), Instituto Polit\u00e9cnico de Bragan\u00e7a, 5300-253, Bragan\u00e7a, Portugal","institution_ids":["https://openalex.org/I4210092303"]},{"raw_affiliation_string":"Laborat\u00f3rio Associado para a Sustentabilidade e Tecnologia em Regi\u00f5es de Montanha (SusTEC), Instituto Polit\u00e9cnico de Bragan\u00e7a, 5300-253, Bragan\u00e7a, Portugal","institution_ids":["https://openalex.org/I4210092303"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088863954","display_name":"Jos\u00e9 L. Diaz de Tuesta","orcid":"https://orcid.org/0000-0003-2408-087X"},"institutions":[{"id":"https://openalex.org/I182083151","display_name":"Universidad Rey Juan Carlos","ror":"https://ror.org/01v5cv687","country_code":"ES","type":"education","lineage":["https://openalex.org/I182083151"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jose L. Diaz de Tuesta","raw_affiliation_strings":["Chemical and Environmental Engineering Group, ESCET, Rey Juan Carlos University, Madrid, Spain"],"raw_orcid":"https://orcid.org/0000-0003-2408-087X","affiliations":[{"raw_affiliation_string":"Chemical and Environmental Engineering Group, ESCET, Rey Juan Carlos University, Madrid, Spain","institution_ids":["https://openalex.org/I182083151"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030211128","display_name":"Jos\u00e9 Lima","orcid":"https://orcid.org/0000-0001-7902-1207"},"institutions":[{"id":"https://openalex.org/I4210092303","display_name":"Polytechnic Institute of Bragan\u00e7a","ror":"https://ror.org/00prsav78","country_code":"PT","type":"education","lineage":["https://openalex.org/I4210092303"]},{"id":"https://openalex.org/I4391767784","display_name":"Research Centre in Digitalization and Intelligent Robotics","ror":"https://ror.org/00vye5g85","country_code":"PT","type":"facility","lineage":["https://openalex.org/I4391767784"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Lima","raw_affiliation_strings":["Instituto Polit\u00e9cnico de Bragan\u00e7a, Bragan\u00e7a, Portugal","Laborat\u00f3rio Associado para a Sustentabilidade e Tecnologia em Regi\u00f5es de Montanha (SusTEC), Instituto Polit\u00e9cnico de Bragan\u00e7a, 5300-253, Bragan\u00e7a, Portugal","Research Centre in Digitalization and Intelligent Robotics (CeDRI), Instituto Polit\u00e9cnico de Bragan\u00e7a, 5300-253, Bragan\u00e7a, Portugal"],"raw_orcid":"https://orcid.org/0000-0001-7902-1207","affiliations":[{"raw_affiliation_string":"Instituto Polit\u00e9cnico de Bragan\u00e7a, Bragan\u00e7a, Portugal","institution_ids":["https://openalex.org/I4210092303"]},{"raw_affiliation_string":"Laborat\u00f3rio Associado para a Sustentabilidade e Tecnologia em Regi\u00f5es de Montanha (SusTEC), Instituto Polit\u00e9cnico de Bragan\u00e7a, 5300-253, Bragan\u00e7a, Portugal","institution_ids":["https://openalex.org/I4210092303"]},{"raw_affiliation_string":"Research Centre in Digitalization and Intelligent Robotics (CeDRI), Instituto Polit\u00e9cnico de Bragan\u00e7a, 5300-253, Bragan\u00e7a, Portugal","institution_ids":["https://openalex.org/I4210092303","https://openalex.org/I4391767784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039903516","display_name":"H\u00e9lder Gomes","orcid":"https://orcid.org/0000-0001-6898-2408"},"institutions":[{"id":"https://openalex.org/I4210092303","display_name":"Polytechnic Institute of Bragan\u00e7a","ror":"https://ror.org/00prsav78","country_code":"PT","type":"education","lineage":["https://openalex.org/I4210092303"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Helder T. Gomes","raw_affiliation_strings":["Centro de Investiga\u00e7\u00e3o de Montanha (CIMO), Instituto Polit\u00e9cnico de Bragan\u00e7a, 5300-253, Bragan\u00e7a, Portugal","Laborat\u00f3rio Associado para a Sustentabilidade e Tecnologia em Regi\u00f5es de Montanha (SusTEC), Instituto Polit\u00e9cnico de Bragan\u00e7a, 5300-253, Bragan\u00e7a, Portugal"],"raw_orcid":"https://orcid.org/0000-0001-6898-2408","affiliations":[{"raw_affiliation_string":"Centro de Investiga\u00e7\u00e3o de Montanha (CIMO), Instituto Polit\u00e9cnico de Bragan\u00e7a, 5300-253, Bragan\u00e7a, Portugal","institution_ids":["https://openalex.org/I4210092303"]},{"raw_affiliation_string":"Laborat\u00f3rio Associado para a Sustentabilidade e Tecnologia em Regi\u00f5es de Montanha (SusTEC), Instituto Polit\u00e9cnico de Bragan\u00e7a, 5300-253, Bragan\u00e7a, Portugal","institution_ids":["https://openalex.org/I4210092303"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019444520","display_name":"Ana I. Pereira","orcid":"https://orcid.org/0000-0003-3803-2043"},"institutions":[{"id":"https://openalex.org/I4210092303","display_name":"Polytechnic Institute of Bragan\u00e7a","ror":"https://ror.org/00prsav78","country_code":"PT","type":"education","lineage":["https://openalex.org/I4210092303"]},{"id":"https://openalex.org/I4391767784","display_name":"Research Centre in Digitalization and Intelligent Robotics","ror":"https://ror.org/00vye5g85","country_code":"PT","type":"facility","lineage":["https://openalex.org/I4391767784"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Ana I. Pereira","raw_affiliation_strings":["Instituto Polit\u00e9cnico de Bragan\u00e7a, Bragan\u00e7a, Portugal","Laborat\u00f3rio Associado para a Sustentabilidade e Tecnologia em Regi\u00f5es de Montanha (SusTEC), Instituto Polit\u00e9cnico de Bragan\u00e7a, 5300-253, Bragan\u00e7a, Portugal","Research Centre in Digitalization and Intelligent Robotics (CeDRI), Instituto Polit\u00e9cnico de Bragan\u00e7a, 5300-253, Bragan\u00e7a, Portugal"],"raw_orcid":"https://orcid.org/0000-0003-3803-2043","affiliations":[{"raw_affiliation_string":"Instituto Polit\u00e9cnico de Bragan\u00e7a, Bragan\u00e7a, Portugal","institution_ids":["https://openalex.org/I4210092303"]},{"raw_affiliation_string":"Laborat\u00f3rio Associado para a Sustentabilidade e Tecnologia em Regi\u00f5es de Montanha (SusTEC), Instituto Polit\u00e9cnico de Bragan\u00e7a, 5300-253, Bragan\u00e7a, Portugal","institution_ids":["https://openalex.org/I4210092303"]},{"raw_affiliation_string":"Research Centre in Digitalization and Intelligent Robotics (CeDRI), Instituto Polit\u00e9cnico de Bragan\u00e7a, 5300-253, Bragan\u00e7a, Portugal","institution_ids":["https://openalex.org/I4210092303","https://openalex.org/I4391767784"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5001914893"],"corresponding_institution_ids":["https://openalex.org/I4210092303","https://openalex.org/I4391767784"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05182568,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"148","last_page":"163"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11915","display_name":"Pickering emulsions and particle stabilization","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11915","display_name":"Pickering emulsions and particle stabilization","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10411","display_name":"Proteins in Food Systems","score":0.973800003528595,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food 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/emulsion","display_name":"Emulsion","score":0.5749134421348572},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49915289878845215},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44835928082466125},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3415486216545105},{"id":"https://openalex.org/keywords/chromatography","display_name":"Chromatography","score":0.3242153525352478},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.24479544162750244},{"id":"https://openalex.org/keywords/organic-chemistry","display_name":"Organic chemistry","score":0.0702429711818695}],"concepts":[{"id":"https://openalex.org/C2778123984","wikidata":"https://www.wikidata.org/wiki/Q187634","display_name":"Emulsion","level":2,"score":0.5749134421348572},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49915289878845215},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44835928082466125},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3415486216545105},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.3242153525352478},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.24479544162750244},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0702429711818695}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-53036-4_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-53036-4_11","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},{"id":"pmh:oai:bibliotecadigital.ipb.pt:10198/30379","is_oa":true,"landing_page_url":"http://hdl.handle.net/10198/30379","pdf_url":null,"source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":{"id":"pmh:oai:bibliotecadigital.ipb.pt:10198/30379","is_oa":true,"landing_page_url":"http://hdl.handle.net/10198/30379","pdf_url":null,"source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.5699999928474426}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W2012074918","https://openalex.org/W2017971562","https://openalex.org/W2019719887","https://openalex.org/W2043184909","https://openalex.org/W2068481270","https://openalex.org/W2103296256","https://openalex.org/W2111438382","https://openalex.org/W2342748817","https://openalex.org/W2617634995","https://openalex.org/W2775499801","https://openalex.org/W2791827029","https://openalex.org/W3109550395","https://openalex.org/W3116991505","https://openalex.org/W3135934332","https://openalex.org/W3182483877","https://openalex.org/W3210535920","https://openalex.org/W3214057630","https://openalex.org/W3217112653","https://openalex.org/W4206411193","https://openalex.org/W4206720985","https://openalex.org/W4224214937","https://openalex.org/W4241218155","https://openalex.org/W4317356954","https://openalex.org/W4366750933","https://openalex.org/W4386076325"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2384222505","https://openalex.org/W2087537694","https://openalex.org/W2393036950","https://openalex.org/W2358721053","https://openalex.org/W2393721481","https://openalex.org/W2377872733","https://openalex.org/W78353070","https://openalex.org/W2121392730","https://openalex.org/W3204019825"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}