{"id":"https://openalex.org/W3112702248","doi":"https://doi.org/10.1007/978-3-030-64556-4_9","title":"Depthwise Separable Convolutions and Variational Dropout within the context of YOLOv3","display_name":"Depthwise Separable Convolutions and Variational Dropout within the context of YOLOv3","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3112702248","doi":"https://doi.org/10.1007/978-3-030-64556-4_9","mag":"3112702248"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-64556-4_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-64556-4_9","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5015606536","display_name":"Joseph Chakar","orcid":"https://orcid.org/0000-0001-5964-3383"},"institutions":[{"id":"https://openalex.org/I56306041","display_name":"Lebanese American University","ror":"https://ror.org/00hqkan37","country_code":"LB","type":"education","lineage":["https://openalex.org/I56306041"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Joseph Chakar","raw_affiliation_strings":["Lebanese American University, 36 Byblos, Mount Lebanon, Lebanon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lebanese American University, 36 Byblos, Mount Lebanon, Lebanon","institution_ids":["https://openalex.org/I56306041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084446270","display_name":"Rayan Al Sobbahi","orcid":"https://orcid.org/0009-0004-2310-132X"},"institutions":[{"id":"https://openalex.org/I56306041","display_name":"Lebanese American University","ror":"https://ror.org/00hqkan37","country_code":"LB","type":"education","lineage":["https://openalex.org/I56306041"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Rayan Al Sobbahi","raw_affiliation_strings":["Lebanese American University, 36 Byblos, Mount Lebanon, Lebanon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lebanese American University, 36 Byblos, Mount Lebanon, Lebanon","institution_ids":["https://openalex.org/I56306041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088417940","display_name":"Joe Tekli","orcid":"https://orcid.org/0000-0003-3441-7974"},"institutions":[{"id":"https://openalex.org/I56306041","display_name":"Lebanese American University","ror":"https://ror.org/00hqkan37","country_code":"LB","type":"education","lineage":["https://openalex.org/I56306041"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Joe Tekli","raw_affiliation_strings":["Lebanese American University, 36 Byblos, Mount Lebanon, Lebanon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lebanese American University, 36 Byblos, Mount Lebanon, Lebanon","institution_ids":["https://openalex.org/I56306041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I56306041"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.3781,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.73627232,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"107","last_page":"120"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9864000082015991,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9864000082015991,"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/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9707000255584717,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9581000208854675,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/dropout","display_name":"Dropout (neural networks)","score":0.8534730076789856},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8072750568389893},{"id":"https://openalex.org/keywords/separable-space","display_name":"Separable space","score":0.7619683742523193},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6097409129142761},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5333592295646667},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.33207324147224426},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14315727353096008},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.12613987922668457},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.09314650297164917},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.04798975586891174}],"concepts":[{"id":"https://openalex.org/C2776145597","wikidata":"https://www.wikidata.org/wiki/Q25339462","display_name":"Dropout (neural networks)","level":2,"score":0.8534730076789856},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8072750568389893},{"id":"https://openalex.org/C70710897","wikidata":"https://www.wikidata.org/wiki/Q680081","display_name":"Separable space","level":2,"score":0.7619683742523193},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6097409129142761},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5333592295646667},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33207324147224426},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14315727353096008},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.12613987922668457},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.09314650297164917},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.04798975586891174},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-64556-4_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-64556-4_9","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W35527955","https://openalex.org/W639708223","https://openalex.org/W1436538595","https://openalex.org/W1536680647","https://openalex.org/W1861492603","https://openalex.org/W1904365287","https://openalex.org/W1909320841","https://openalex.org/W1959608418","https://openalex.org/W2031489346","https://openalex.org/W2102605133","https://openalex.org/W2117539524","https://openalex.org/W2119144962","https://openalex.org/W2193145675","https://openalex.org/W2570343428","https://openalex.org/W2582745083","https://openalex.org/W2612445135","https://openalex.org/W2618530766","https://openalex.org/W2796114583","https://openalex.org/W2796347433","https://openalex.org/W2900662096","https://openalex.org/W2913994632","https://openalex.org/W2915589364","https://openalex.org/W2951595529","https://openalex.org/W2962976294","https://openalex.org/W2963037989","https://openalex.org/W2963346150","https://openalex.org/W2972309292","https://openalex.org/W2973696262","https://openalex.org/W2996575742","https://openalex.org/W2999032021","https://openalex.org/W3018757597","https://openalex.org/W3103461182","https://openalex.org/W3106250896"],"related_works":["https://openalex.org/W3082178636","https://openalex.org/W2782041652","https://openalex.org/W2051487156","https://openalex.org/W2612657834","https://openalex.org/W2392157706","https://openalex.org/W2599192953","https://openalex.org/W1987310671","https://openalex.org/W2952088488","https://openalex.org/W1521968289","https://openalex.org/W4225691210"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
