{"id":"https://openalex.org/W2940612399","doi":"https://doi.org/10.1007/978-3-030-17795-9_10","title":"Deep Learning vs. Traditional Computer Vision","display_name":"Deep Learning vs. Traditional Computer Vision","publication_year":2019,"publication_date":"2019-04-23","ids":{"openalex":"https://openalex.org/W2940612399","doi":"https://doi.org/10.1007/978-3-030-17795-9_10","mag":"2940612399"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-17795-9_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-17795-9_10","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","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/A5079193770","display_name":"Niall O\u2019Mahony","orcid":"https://orcid.org/0000-0002-4087-3987"},"institutions":[{"id":"https://openalex.org/I4210100923","display_name":"Munster Technological University","ror":"https://ror.org/013xpqh61","country_code":"IE","type":"facility","lineage":["https://openalex.org/I4210100923"]}],"countries":["IE"],"is_corresponding":true,"raw_author_name":"Niall O\u2019Mahony","raw_affiliation_strings":["IMaR Technology Gateway, Institute of Technology Tralee, Tralee, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMaR Technology Gateway, Institute of Technology Tralee, Tralee, Ireland","institution_ids":["https://openalex.org/I4210100923"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069501244","display_name":"Sean Campbell","orcid":"https://orcid.org/0000-0002-8512-8091"},"institutions":[{"id":"https://openalex.org/I4210100923","display_name":"Munster Technological University","ror":"https://ror.org/013xpqh61","country_code":"IE","type":"facility","lineage":["https://openalex.org/I4210100923"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Sean Campbell","raw_affiliation_strings":["IMaR Technology Gateway, Institute of Technology Tralee, Tralee, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMaR Technology Gateway, Institute of Technology Tralee, Tralee, Ireland","institution_ids":["https://openalex.org/I4210100923"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033874315","display_name":"Anderson Carvalho","orcid":"https://orcid.org/0000-0003-1926-0497"},"institutions":[{"id":"https://openalex.org/I4210100923","display_name":"Munster Technological University","ror":"https://ror.org/013xpqh61","country_code":"IE","type":"facility","lineage":["https://openalex.org/I4210100923"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Anderson Carvalho","raw_affiliation_strings":["IMaR Technology Gateway, Institute of Technology Tralee, Tralee, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMaR Technology Gateway, Institute of Technology Tralee, Tralee, Ireland","institution_ids":["https://openalex.org/I4210100923"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010522483","display_name":"Suman Harapanahalli","orcid":null},"institutions":[{"id":"https://openalex.org/I4210100923","display_name":"Munster Technological University","ror":"https://ror.org/013xpqh61","country_code":"IE","type":"facility","lineage":["https://openalex.org/I4210100923"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Suman Harapanahalli","raw_affiliation_strings":["IMaR Technology Gateway, Institute of Technology Tralee, Tralee, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMaR Technology Gateway, Institute of Technology Tralee, Tralee, Ireland","institution_ids":["https://openalex.org/I4210100923"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034094338","display_name":"Gustavo Velasco-Hernandez","orcid":"https://orcid.org/0000-0002-2177-6348"},"institutions":[{"id":"https://openalex.org/I4210100923","display_name":"Munster Technological University","ror":"https://ror.org/013xpqh61","country_code":"IE","type":"facility","lineage":["https://openalex.org/I4210100923"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Gustavo Velasco Hernandez","raw_affiliation_strings":["IMaR Technology Gateway, Institute of Technology Tralee, Tralee, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMaR Technology Gateway, Institute of Technology Tralee, Tralee, Ireland","institution_ids":["https://openalex.org/I4210100923"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052603906","display_name":"Lenka Krp\u00e1lkov\u00e1","orcid":null},"institutions":[{"id":"https://openalex.org/I4210100923","display_name":"Munster Technological University","ror":"https://ror.org/013xpqh61","country_code":"IE","type":"facility","lineage":["https://openalex.org/I4210100923"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Lenka Krpalkova","raw_affiliation_strings":["IMaR Technology Gateway, Institute of Technology Tralee, Tralee, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMaR Technology Gateway, Institute of Technology Tralee, Tralee, Ireland","institution_ids":["https://openalex.org/I4210100923"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075901752","display_name":"Daniel Riordan","orcid":"https://orcid.org/0000-0003-0526-565X"},"institutions":[{"id":"https://openalex.org/I4210100923","display_name":"Munster Technological University","ror":"https://ror.org/013xpqh61","country_code":"IE","type":"facility","lineage":["https://openalex.org/I4210100923"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Daniel Riordan","raw_affiliation_strings":["IMaR Technology Gateway, Institute of Technology Tralee, Tralee, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMaR Technology Gateway, Institute of Technology Tralee, Tralee, Ireland","institution_ids":["https://openalex.org/I4210100923"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101657276","display_name":"J. L. Walsh","orcid":"https://orcid.org/0000-0002-6756-3700"},"institutions":[{"id":"https://openalex.org/I4210100923","display_name":"Munster Technological University","ror":"https://ror.org/013xpqh61","country_code":"IE","type":"facility","lineage":["https://openalex.org/I4210100923"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Joseph Walsh","raw_affiliation_strings":["IMaR Technology Gateway, Institute of Technology Tralee, Tralee, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMaR Technology Gateway, Institute of Technology Tralee, Tralee, Ireland","institution_ids":["https://openalex.org/I4210100923"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5079193770"],"corresponding_institution_ids":["https://openalex.org/I4210100923"],"apc_list":null,"apc_paid":null,"fwci":119.8464,"has_fulltext":false,"cited_by_count":1025,"citation_normalized_percentile":{"value":0.99975793,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"128","last_page":"144"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9998999834060669,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9998999834060669,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9995999932289124,"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/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7732099890708923},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7229495048522949},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7145819067955017},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5970268249511719},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4690293073654175},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3425189256668091},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33883047103881836},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.061912357807159424}],"concepts":[{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7732099890708923},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7229495048522949},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7145819067955017},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5970268249511719},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4690293073654175},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3425189256668091},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33883047103881836},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.061912357807159424},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-17795-9_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-17795-9_10","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W1522734439","https://openalex.org/W1532362218","https://openalex.org/W1677409904","https://openalex.org/W1861492603","https://openalex.org/W1938594736","https://openalex.org/W1964201035","https://openalex.org/W2032541004","https://openalex.org/W2039226807","https://openalex.org/W2117539524","https://openalex.org/W2163605009","https://openalex.org/W2165006981","https://openalex.org/W2253728219","https://openalex.org/W2304648132","https://openalex.org/W2332506150","https://openalex.org/W2343255118","https://openalex.org/W2475202480","https://openalex.org/W2489820415","https://openalex.org/W2509104353","https://openalex.org/W2525547705","https://openalex.org/W2592071824","https://openalex.org/W2595077599","https://openalex.org/W2604249033","https://openalex.org/W2608369674","https://openalex.org/W2624442909","https://openalex.org/W2737158800","https://openalex.org/W2761722367","https://openalex.org/W2763213405","https://openalex.org/W2767899175","https://openalex.org/W2775795276","https://openalex.org/W2780186312","https://openalex.org/W2781474777","https://openalex.org/W2782812883","https://openalex.org/W2784186414","https://openalex.org/W2790111643","https://openalex.org/W2793355896","https://openalex.org/W2794284562","https://openalex.org/W2798194297","https://openalex.org/W2798565796","https://openalex.org/W2803268044","https://openalex.org/W2805810266","https://openalex.org/W2806875556","https://openalex.org/W2806928165","https://openalex.org/W2883730770","https://openalex.org/W2889780520","https://openalex.org/W2890490913","https://openalex.org/W2900330699","https://openalex.org/W2907414755","https://openalex.org/W2949590959","https://openalex.org/W2951244072","https://openalex.org/W2951286740","https://openalex.org/W2951751045","https://openalex.org/W2952331286","https://openalex.org/W2953878895","https://openalex.org/W2962963681","https://openalex.org/W2963516439","https://openalex.org/W2963727135","https://openalex.org/W2963751813","https://openalex.org/W3102800692","https://openalex.org/W4291306522"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W2611989081","https://openalex.org/W2731899572","https://openalex.org/W4304166257","https://openalex.org/W4230611425","https://openalex.org/W4294635752","https://openalex.org/W4383066092","https://openalex.org/W3215138031","https://openalex.org/W4327774331","https://openalex.org/W4380075502"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":23},{"year":2025,"cited_by_count":123},{"year":2024,"cited_by_count":198},{"year":2023,"cited_by_count":213},{"year":2022,"cited_by_count":190},{"year":2021,"cited_by_count":201},{"year":2020,"cited_by_count":70},{"year":2019,"cited_by_count":7}],"updated_date":"2026-06-29T08:53:18.405633","created_date":"2025-10-10T00:00:00"}
