{"id":"https://openalex.org/W2609555572","doi":"https://doi.org/10.1109/icpr.2016.7899721","title":"Single image depth estimation using joint local-global features","display_name":"Single image depth estimation using joint local-global features","publication_year":2016,"publication_date":"2016-12-01","ids":{"openalex":"https://openalex.org/W2609555572","doi":"https://doi.org/10.1109/icpr.2016.7899721","mag":"2609555572"},"language":"en","primary_location":{"id":"doi:10.1109/icpr.2016.7899721","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr.2016.7899721","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 23rd International Conference on Pattern Recognition (ICPR)","raw_type":"proceedings-article"},"type":"article","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/A5069533609","display_name":"H. Mohaghegh","orcid":"https://orcid.org/0000-0002-7086-7975"},"institutions":[{"id":"https://openalex.org/I170013655","display_name":"Isfahan University of Technology","ror":"https://ror.org/00af3sa43","country_code":"IR","type":"education","lineage":["https://openalex.org/I170013655"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"H. Mohaghegh","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Isfahan University of Technology, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Isfahan University of Technology, Iran","institution_ids":["https://openalex.org/I170013655"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086843767","display_name":"Nader Karimi","orcid":"https://orcid.org/0000-0001-8904-1607"},"institutions":[{"id":"https://openalex.org/I170013655","display_name":"Isfahan University of Technology","ror":"https://ror.org/00af3sa43","country_code":"IR","type":"education","lineage":["https://openalex.org/I170013655"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"N. Karimi","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Isfahan University of Technology, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Isfahan University of Technology, Iran","institution_ids":["https://openalex.org/I170013655"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023608941","display_name":"S. M. Reza Soroushmehr","orcid":"https://orcid.org/0000-0001-8417-9260"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"S.M.R. Soroushmehr","raw_affiliation_strings":["Michigan Center for Integrative Research in Critical Care, University of Michigan, Ann Arbor, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Michigan Center for Integrative Research in Critical Care, University of Michigan, Ann Arbor, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001420311","display_name":"Shadrokh Samavi","orcid":"https://orcid.org/0000-0003-3951-3770"},"institutions":[{"id":"https://openalex.org/I170013655","display_name":"Isfahan University of Technology","ror":"https://ror.org/00af3sa43","country_code":"IR","type":"education","lineage":["https://openalex.org/I170013655"]},{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["IR","US"],"is_corresponding":false,"raw_author_name":"S. Samavi","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Isfahan University of Technology, Iran","Department of Emergency Medicine, University of Michigan, Ann Arbor, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Isfahan University of Technology, Iran","institution_ids":["https://openalex.org/I170013655"]},{"raw_affiliation_string":"Department of Emergency Medicine, University of Michigan, Ann Arbor, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067697464","display_name":"Kayvan Najarian","orcid":"https://orcid.org/0000-0003-4485-6612"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"K. Najarian","raw_affiliation_strings":["Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, USA","institution_ids":["https://openalex.org/I27837315"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.169,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.62272907,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"727","last_page":"732"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9991999864578247,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9929999709129333,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7482903003692627},{"id":"https://openalex.org/keywords/monocular","display_name":"Monocular","score":0.6910290122032166},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6788548231124878},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5384042263031006},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.49785304069519043},{"id":"https://openalex.org/keywords/k-nearest-neighbors-algorithm","display_name":"k-nearest neighbors algorithm","score":0.490550696849823},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4771806001663208},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4662769138813019},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.4346180856227875}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7482903003692627},{"id":"https://openalex.org/C65909025","wikidata":"https://www.wikidata.org/wiki/Q1945033","display_name":"Monocular","level":2,"score":0.6910290122032166},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6788548231124878},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5384042263031006},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.49785304069519043},{"id":"https://openalex.org/C113238511","wikidata":"https://www.wikidata.org/wiki/Q1071612","display_name":"k-nearest neighbors algorithm","level":2,"score":0.490550696849823},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4771806001663208},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4662769138813019},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.4346180856227875},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icpr.2016.7899721","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr.2016.7899721","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 23rd International Conference on Pattern Recognition (ICPR)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","score":0.4099999964237213,"id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W645314983","https://openalex.org/W820473639","https://openalex.org/W1566135517","https://openalex.org/W1904727610","https://openalex.org/W1969402062","https://openalex.org/W1973452359","https://openalex.org/W2026203852","https://openalex.org/W2064467122","https://openalex.org/W2064675196","https://openalex.org/W2074254947","https://openalex.org/W2086244770","https://openalex.org/W2087481065","https://openalex.org/W2102828200","https://openalex.org/W2106403211","https://openalex.org/W2125310925","https://openalex.org/W2132947399","https://openalex.org/W2151733462","https://openalex.org/W2158211626","https://openalex.org/W2161969291","https://openalex.org/W2163352848","https://openalex.org/W6623161640","https://openalex.org/W6683067110"],"related_works":["https://openalex.org/W200819717","https://openalex.org/W1991834176","https://openalex.org/W2032269556","https://openalex.org/W2944448661","https://openalex.org/W2064421702","https://openalex.org/W2131956013","https://openalex.org/W2062957446","https://openalex.org/W2166213322","https://openalex.org/W2147397890","https://openalex.org/W2155880659"],"abstract_inverted_index":{"Inferring":[0],"scene":[1],"depth":[2,45,62,77,100,105],"from":[3],"a":[4,50,80,96,110,152],"single":[5,75],"monocular":[6,104],"image":[7,76,88],"is":[8,25,107],"an":[9,26],"essential":[10],"component":[11],"in":[12,109,145],"several":[13],"computer":[14],"vision":[15],"applications":[16],"such":[17],"as":[18,79],"3D":[19],"modeling":[20],"and":[21,90,119,148],"robotics.":[22],"This":[23],"process":[24],"ill-posed":[27],"problem.":[28],"To":[29],"tackle":[30],"this":[31],"challenging":[32],"problem,":[33],"previous":[34],"efforts":[35],"have":[36],"been":[37],"focusing":[38],"on":[39],"exploiting":[40],"only":[41],"global":[42,67],"or":[43,68],"local":[44,69],"aware":[46,101],"properties.":[47],"We":[48],"propose":[49],"model":[51],"that":[52],"incorporates":[53],"both":[54,87,146],"of":[55,98,126],"them":[56],"to":[57],"obtain":[58],"significantly":[59,153],"more":[60],"accurate":[61],"estimates":[63],"than":[64,156],"using":[65],"either":[66],"properties":[70],"alone.":[71],"Specifically,":[72],"we":[73],"formulate":[74],"estimation":[78],"K":[81],"nearest":[82],"neighbor":[83],"search":[84],"problem":[85],"at":[86],"level":[89],"patch":[91,121],"level.":[92],"At":[93],"each":[94],"level,":[95],"set":[97],"rich":[99],"features,":[102],"describing":[103],"cues,":[106],"employed":[108],"nearest-neighbor":[111],"regression":[112],"model.":[113],"By":[114],"comparing":[115],"the":[116,124],"results":[117,135],"with":[118,141,151],"without":[120],"based":[122],"fusion,":[123],"importance":[125],"our":[127],"joint":[128],"local-global":[129],"framework":[130],"becomes":[131],"clear.":[132],"The":[133],"experimental":[134],"also":[136],"demonstrate":[137],"superior":[138],"performance":[139],"compared":[140],"existing":[142],"data-driven":[143],"approaches":[144],"quantitative":[147],"qualitative":[149],"analyses":[150],"simpler":[154],"algorithm":[155],"others.":[157]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}