{"id":"https://openalex.org/W3014248827","doi":null,"title":"Depth Estimation from a Single Holoscopic 3D Image and Image Up-sampling with Deep-learning","display_name":"Depth Estimation from a Single Holoscopic 3D Image and Image Up-sampling with Deep-learning","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3014248827","mag":"3014248827"},"language":"en","primary_location":{"id":"pmh:oai:v-lib-bura1.brunel.ac.uk:2438/20610","doi":null,"is_oa":true,"landing_page_url":"http://bura.brunel.ac.uk/handle/2438/20610","pdf_url":"http://bura.brunel.ac.uk/handle/2438/20610","source":{"id":"https://openalex.org/S4306401473","display_name":"Brunel University Research Archive (BURA) (Brunel University London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I59433898","host_organization_name":"Brunel University of London","host_organization_lineage":["https://openalex.org/I59433898"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Thesis"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://bura.brunel.ac.uk/handle/2438/20610","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077961388","display_name":"Akuha Solomon Aondoakaa","orcid":"https://orcid.org/0000-0002-8753-8748","observed_orcids":["https://orcid.org/0000-0002-8753-8748"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Akuha Solomon Aondoakaa","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5077961388"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.9696999788284302,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9696999788284302,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.012400000356137753,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T11408","display_name":"Advanced Optical Imaging Technologies","score":0.006800000090152025,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/depth-estimation","display_name":"depth estimation","score":0.9160000085830688},{"id":"https://openalex.org/keywords/monocular-depth-estimation","display_name":"monocular depth estimation","score":0.7139999866485596},{"id":"https://openalex.org/keywords/image-upsampling","display_name":"image upscaling","score":0.9190000295639038},{"id":"https://openalex.org/keywords/3d-depth-sensing","display_name":"3D depth sensing","score":0.7419999837875366},{"id":"https://openalex.org/keywords/deep-learning","display_name":"deep learning","score":0.40299999713897705},{"id":"https://openalex.org/keywords/3d-reconstruction","display_name":"3D reconstruction","score":0.5339999794960022}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.682105302810669},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5978014469146729},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5757086873054504},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.499645471572876},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4990956783294678},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.48859506845474243},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3707349896430969},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:v-lib-bura1.brunel.ac.uk:2438/20610","doi":null,"is_oa":true,"landing_page_url":"http://bura.brunel.ac.uk/handle/2438/20610","pdf_url":"http://bura.brunel.ac.uk/handle/2438/20610","source":{"id":"https://openalex.org/S4306401473","display_name":"Brunel University Research Archive (BURA) (Brunel University London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I59433898","host_organization_name":"Brunel University of London","host_organization_lineage":["https://openalex.org/I59433898"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Thesis"},{"id":"mag:3014248827","doi":null,"is_oa":false,"landing_page_url":"https://bura.brunel.ac.uk/bitstream/2438/20610/1/FullTextThesis.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:v-lib-bura1.brunel.ac.uk:2438/20610","doi":null,"is_oa":true,"landing_page_url":"http://bura.brunel.ac.uk/handle/2438/20610","pdf_url":"http://bura.brunel.ac.uk/handle/2438/20610","source":{"id":"https://openalex.org/S4306401473","display_name":"Brunel University Research Archive (BURA) (Brunel University London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I59433898","host_organization_name":"Brunel University of London","host_organization_lineage":["https://openalex.org/I59433898"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Thesis"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3014248827.pdf","grobid_xml":"https://content.openalex.org/works/W3014248827.grobid-xml"},"referenced_works_count":66,"referenced_works":["https://openalex.org/W248834415","https://openalex.org/W1529663590","https://openalex.org/W1588306819","https://openalex.org/W1649464328","https://openalex.org/W1677409904","https://openalex.org/W1708574986","https://openalex.org/W1781337833","https://openalex.org/W1799887993","https://openalex.org/W1885185971","https://openalex.org/W1969225916","https://openalex.org/W1984241286","https://openalex.org/W1984791734","https://openalex.org/W1989121301","https://openalex.org/W1994624481","https://openalex.org/W1996822444","https://openalex.org/W1998710444","https://openalex.org/W2004461418","https://openalex.org/W2005704812","https://openalex.org/W2037706912","https://openalex.org/W2087481065","https://openalex.org/W2087484316","https://openalex.org/W2088629531","https://openalex.org/W2096139825","https://openalex.org/W2100621711","https://openalex.org/W2101309634","https://openalex.org/W2101623247","https://openalex.org/W2104974755","https://openalex.org/W2107878631","https://openalex.org/W2107884096","https://openalex.org/W2111438974","https://openalex.org/W2113831239","https://openalex.org/W2115683997","https://openalex.org/W2117709132","https://openalex.org/W2121781154","https://openalex.org/W2121972623","https://openalex.org/W2123585936","https://openalex.org/W2125382552","https://openalex.org/W2129317273","https://openalex.org/W2131938193","https://openalex.org/W2133255058","https://openalex.org/W2133665775","https://openalex.org/W2137017911","https://openalex.org/W2139905387","https://openalex.org/W2143516773","https://openalex.org/W2143789285","https://openalex.org/W2145933933","https://openalex.org/W2148202023","https://openalex.org/W2149260990","https://openalex.org/W2151103935","https://openalex.org/W2151646056","https://openalex.org/W2151923230","https://openalex.org/W2152434064","https://openalex.org/W2152631065","https://openalex.org/W2161969291","https://openalex.org/W2168308200","https://openalex.org/W2242218935","https://openalex.org/W2290439950","https://openalex.org/W2332145827","https://openalex.org/W2399439947","https://openalex.org/W2476548250","https://openalex.org/W2534320940","https://openalex.org/W2537300680","https://openalex.org/W2766767235","https://openalex.org/W2887695188","https://openalex.org/W2919115771","https://openalex.org/W2964101377"],"related_works":["https://openalex.org/W2618520270","https://openalex.org/W2588919304","https://openalex.org/W3131527657","https://openalex.org/W2990853077","https://openalex.org/W3148785913","https://openalex.org/W2750920177","https://openalex.org/W6903875467","https://openalex.org/W7132914749","https://openalex.org/W6941092433","https://openalex.org/W7160271944"],"abstract_inverted_index":{"3D":[0,14,25,52],"depth":[1,53],"information":[2],"is":[3],"widely":[4],"utilized":[5],"in":[6],"industries":[7],"such":[8],"as":[9],"security,":[10],"autonomous":[11],"vehicles,":[12],"robotics,":[13],"printing,":[15],"AR/VR":[16],"entertainment,":[17],"cinematography":[18],"and":[19,24,33,37,50],"medical":[20],"science.However,":[21],"state-of-the-art":[22],"imaging":[23],"depth-sensing":[26],"technologies":[27],"are":[28],"rather":[29],"complicated":[30],"or":[31],"expensive":[32],"still":[34],"lack":[35],"scalability":[36],"interoperability.The":[38],"research":[39],"identified,":[40],"entails":[41],"the":[42],"development":[43],"of":[44],"an":[45],"innovative":[46],"technique":[47],"for":[48],"reliable":[49],"efficient":[51],"estimation":[54],"that":[55],"deliver":[56],"better":[57],"accuracy.":[58]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2020-04-10T00:00:00"}