{"id":"https://openalex.org/W2903633124","doi":"https://doi.org/10.4114/intartif.vol22iss63pp16-38","title":"Stereo Matching through Squeeze Deep Neural Networks","display_name":"Stereo Matching through Squeeze Deep Neural Networks","publication_year":2019,"publication_date":"2019-02-11","ids":{"openalex":"https://openalex.org/W2903633124","doi":"https://doi.org/10.4114/intartif.vol22iss63pp16-38","mag":"2903633124"},"language":"en","primary_location":{"id":"doi:10.4114/intartif.vol22iss63pp16-38","is_oa":true,"landing_page_url":"https://doi.org/10.4114/intartif.vol22iss63pp16-38","pdf_url":null,"source":{"id":"https://openalex.org/S4210203986","display_name":"INTELIGENCIA ARTIFICIAL","issn_l":"1137-3601","issn":["1137-3601","1988-3064"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321681","host_organization_name":"Asociaci\u00f3n Espa\u00f1ola para la Inteligencia Artificial","host_organization_lineage":["https://openalex.org/P4310321681"],"host_organization_lineage_names":["Asociaci\u00f3n Espa\u00f1ola para la Inteligencia Artificial"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Inteligencia Artificial","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.4114/intartif.vol22iss63pp16-38","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086330370","display_name":"Gabriel D. Caffaratti","orcid":"https://orcid.org/0000-0002-9633-9134"},"institutions":[{"id":"https://openalex.org/I15881080","display_name":"Universidad Nacional de Cuyo","ror":"https://ror.org/05sn8wf81","country_code":"AR","type":"education","lineage":["https://openalex.org/I15881080"]}],"countries":["AR"],"is_corresponding":false,"raw_author_name":"Gabriel Dario Caffaratti","raw_affiliation_strings":["LABSIN - Facultad de Ingenier\u00eda - Universidad Nacional de Cuyo; CONICET"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LABSIN - Facultad de Ingenier\u00eda - Universidad Nacional de Cuyo; CONICET","institution_ids":["https://openalex.org/I15881080"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037991420","display_name":"Mart\u00edn G. Marchetta","orcid":null},"institutions":[{"id":"https://openalex.org/I15881080","display_name":"Universidad Nacional de Cuyo","ror":"https://ror.org/05sn8wf81","country_code":"AR","type":"education","lineage":["https://openalex.org/I15881080"]}],"countries":["AR"],"is_corresponding":false,"raw_author_name":"Mart\u00edn Gonzalo Marchetta","raw_affiliation_strings":["LABSIN - Facultad de Ingenier\u00eda - Universidad Nacional de Cuyo"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LABSIN - Facultad de Ingenier\u00eda - Universidad Nacional de Cuyo","institution_ids":["https://openalex.org/I15881080"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055625748","display_name":"Raymundo Quilez Forradellas Martinez","orcid":null},"institutions":[{"id":"https://openalex.org/I15881080","display_name":"Universidad Nacional de Cuyo","ror":"https://ror.org/05sn8wf81","country_code":"AR","type":"education","lineage":["https://openalex.org/I15881080"]}],"countries":["AR"],"is_corresponding":false,"raw_author_name":"Raymundo Quilez Forradellas","raw_affiliation_strings":["LABSIN - Facultad de Ingenier\u00eda - Universidad Nacional de Cuyo"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LABSIN - Facultad de Ingenier\u00eda - Universidad Nacional de Cuyo","institution_ids":["https://openalex.org/I15881080"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I15881080"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00484978,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"22","issue":"63","first_page":"16","last_page":"38"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.982699990272522,"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":0.982699990272522,"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":0.6126570701599121},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6058764457702637},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5445618033409119},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.4669688045978546},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.4647046625614166},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.46081751585006714},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17442482709884644}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6126570701599121},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6058764457702637},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5445618033409119},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.4669688045978546},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.4647046625614166},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.46081751585006714},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17442482709884644},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.4114/intartif.vol22iss63pp16-38","is_oa":true,"landing_page_url":"https://doi.org/10.4114/intartif.vol22iss63pp16-38","pdf_url":null,"source":{"id":"https://openalex.org/S4210203986","display_name":"INTELIGENCIA ARTIFICIAL","issn_l":"1137-3601","issn":["1137-3601","1988-3064"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321681","host_organization_name":"Asociaci\u00f3n Espa\u00f1ola para la Inteligencia Artificial","host_organization_lineage":["https://openalex.org/P4310321681"],"host_organization_lineage_names":["Asociaci\u00f3n Espa\u00f1ola para la Inteligencia Artificial"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Inteligencia Artificial","raw_type":"journal-article"},{"id":"pmh:oai:sedici.unlp.edu.ar:10915/70713","is_oa":true,"landing_page_url":"http://sedici.unlp.edu.ar/handle/10915/70713","pdf_url":null,"source":{"id":"https://openalex.org/S4306400803","display_name":"El Servicio de Difusi\u00f3n de la Creaci\u00f3n Intelectual (National University of La Plata)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I874386039","host_organization_name":"Universidad Nacional de La Plata","host_organization_lineage":["https://openalex.org/I874386039"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Objeto de conferencia"},{"id":"pmh:oai:doaj.org/article:603451496c9d46a0b60ec2d6e5074c26","is_oa":false,"landing_page_url":"https://doaj.org/article/603451496c9d46a0b60ec2d6e5074c26","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Inteligencia Artificial, Vol 22, Iss 63 (2019)","raw_type":"article"},{"id":"mag:2903633124","is_oa":false,"landing_page_url":"http://sedici.unlp.edu.ar/bitstream/handle/10915/70713/Documento_completo.pdf?sequence=1","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"doi:10.4114/intartif.vol22iss63pp16-38","is_oa":true,"landing_page_url":"https://doi.org/10.4114/intartif.vol22iss63pp16-38","pdf_url":null,"source":{"id":"https://openalex.org/S4210203986","display_name":"INTELIGENCIA ARTIFICIAL","issn_l":"1137-3601","issn":["1137-3601","1988-3064"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321681","host_organization_name":"Asociaci\u00f3n Espa\u00f1ola para la Inteligencia Artificial","host_organization_lineage":["https://openalex.org/P4310321681"],"host_organization_lineage_names":["Asociaci\u00f3n Espa\u00f1ola para la Inteligencia Artificial"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Inteligencia Artificial","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2974598194","https://openalex.org/W2886933869","https://openalex.org/W1990962271","https://openalex.org/W2144419698","https://openalex.org/W2997641424","https://openalex.org/W2440384215","https://openalex.org/W2997347627","https://openalex.org/W1126827105","https://openalex.org/W2807170073","https://openalex.org/W2780840664","https://openalex.org/W3186087081","https://openalex.org/W2963726609","https://openalex.org/W2038690299","https://openalex.org/W3129634582","https://openalex.org/W2510985209","https://openalex.org/W3104104444","https://openalex.org/W2727887115","https://openalex.org/W3196590312","https://openalex.org/W2796162399","https://openalex.org/W3083013826"],"abstract_inverted_index":{"Visual":[0],"depth":[1],"recognition":[2],"through":[3],"Stereo":[4,83,144],"Matching":[5,84,145],"is":[6,126,200],"an":[7,196],"active":[8],"field":[9],"of":[10,45,51,72,76,81,106,116,121,123,151,173,182,186],"research":[11],"due":[12,64],"to":[13,34,65,92,193],"the":[14,30,43,79,82,89,104,107,113,117,119,124,135,174,180,184,187],"numerous":[15],"applications":[16],"in":[17,29,39,112],"robotics,":[18],"autonomous":[19],"driving,":[20],"user":[21],"interfaces,":[22],"etc.":[23],"Multiple":[24],"techniques":[25],"have":[26,59,100],"been":[27,101],"developed":[28,137,142],"last":[31],"two":[32],"decades":[33],"achieve":[35],"accurate":[36],"disparity":[37,94,153],"maps":[38,154],"short":[40],"time.":[41],"With":[42],"arrival":[44],"Deep":[46],"Leaning":[47],"architectures,":[48],"different":[49,208],"fields":[50],"Artificial":[52],"Vision,":[53],"but":[54],"mainly":[55],"on":[56,134,165],"image":[57,139],"recognition,":[58,140],"achieved":[60],"a":[61,143,156,162],"great":[62],"progress":[63],"their":[66],"easier":[67],"training":[68],"capabilities":[69],"and":[70,110,167,189,202],"reduction":[71],"parameters.":[73],"This":[74],"type":[75],"networks":[77,125],"brought":[78],"attention":[80],"researchers":[85],"who":[86],"successfully":[87],"applied":[88],"same":[90],"concept":[91],"generate":[93],"maps.":[95],"Even":[96],"though":[97],"multiple":[98],"approaches":[99],"taken":[102,128],"towards":[103],"minimization":[105],"execution":[108,168],"time":[109,118,169],"errors":[111],"results,":[114],"most":[115],"number":[120],"parameters":[122],"neither":[127],"into":[129],"consideration":[130],"nor":[131],"optimized.":[132],"Inspired":[133],"Squeeze-Nets":[136],"for":[138],"we":[141],"Squeeze":[146],"neural":[147],"network":[148,159],"architecture":[149],"capable":[150],"providing":[152],"with":[155,171,179],"highly":[157],"reduced":[158],"size":[160,210],"without":[161],"significant":[163],"impact":[164],"quality":[166,185],"compared":[170],"state":[172],"art":[175],"architectures.":[176],"In":[177],"addition,":[178],"purpose":[181],"improving":[183],"solution":[188],"get":[190],"solutions":[191],"closer":[192],"real":[194],"time,":[195],"extra":[197],"refinement":[198],"module":[199],"proposed":[201],"several":[203],"tests":[204],"are":[205],"performed":[206],"using":[207],"input":[209],"reductions.":[211]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
