{"id":"https://openalex.org/W2897840891","doi":"https://doi.org/10.1145/3240508.3240628","title":"LA-Net","display_name":"LA-Net","publication_year":2018,"publication_date":"2018-10-15","ids":{"openalex":"https://openalex.org/W2897840891","doi":"https://doi.org/10.1145/3240508.3240628","mag":"2897840891"},"language":"en","primary_location":{"id":"doi:10.1145/3240508.3240628","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3240508.3240628","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th ACM international conference on Multimedia","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/A5087247298","display_name":"Kecheng Zheng","orcid":"https://orcid.org/0000-0002-3450-400X"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kecheng Zheng","raw_affiliation_strings":["University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003217535","display_name":"Zheng-Jun Zha","orcid":"https://orcid.org/0000-0003-2510-8993"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng-Jun Zha","raw_affiliation_strings":["University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004299336","display_name":"Yang Cao","orcid":"https://orcid.org/0000-0002-2891-4379"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Cao","raw_affiliation_strings":["University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088031350","display_name":"Xuejin Chen","orcid":"https://orcid.org/0000-0003-0478-7018"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuejin Chen","raw_affiliation_strings":["University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103150943","display_name":"Feng Wu","orcid":"https://orcid.org/0000-0001-7266-5579"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Wu","raw_affiliation_strings":["University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5087247298"],"corresponding_institution_ids":["https://openalex.org/I126520041"],"apc_list":null,"apc_paid":null,"fwci":1.4624,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.87074917,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"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":0.9998999834060669,"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/T10531","display_name":"Advanced Vision and Imaging","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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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":0.9941999912261963,"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/computer-science","display_name":"Computer science","score":0.4768337309360504}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4768337309360504}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3240508.3240628","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3240508.3240628","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th ACM international conference on Multimedia","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.6399999856948853,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W54257720","https://openalex.org/W1486646730","https://openalex.org/W1686810756","https://openalex.org/W1803059841","https://openalex.org/W1818727054","https://openalex.org/W1903029394","https://openalex.org/W1905829557","https://openalex.org/W1992178727","https://openalex.org/W2026203852","https://openalex.org/W2074254947","https://openalex.org/W2083047701","https://openalex.org/W2102271310","https://openalex.org/W2103359735","https://openalex.org/W2117539524","https://openalex.org/W2124907686","https://openalex.org/W2125416623","https://openalex.org/W2132947399","https://openalex.org/W2139905387","https://openalex.org/W2151996626","https://openalex.org/W2158211626","https://openalex.org/W2163605009","https://openalex.org/W2194775991","https://openalex.org/W2300779272","https://openalex.org/W2303211814","https://openalex.org/W2339763956","https://openalex.org/W2399238887","https://openalex.org/W2436453945","https://openalex.org/W2593584281","https://openalex.org/W2605938684","https://openalex.org/W2949634581","https://openalex.org/W2951234442","https://openalex.org/W2962741876","https://openalex.org/W2962807621","https://openalex.org/W2963446712","https://openalex.org/W2963591054","https://openalex.org/W3103567320","https://openalex.org/W4236965008"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"Depth":[0,103],"estimation":[1,22,71],"from":[2],"monocular":[3,20,69],"images":[4],"is":[5,87,107,130],"an":[6,149],"ill-posed":[7,157],"and":[8,43,77,168,183],"inherently":[9],"ambiguous":[10],"problem.":[11,160],"Recently,":[12],"deep":[13],"learning":[14],"technique":[15],"has":[16],"been":[17],"applied":[18],"for":[19,67],"depth":[21,37,55,70,79,96,112,124,158],"seeking":[23],"data-driven":[24],"solutions.":[25],"However,":[26],"most":[27],"existing":[28],"methods":[29,182],"focus":[30],"on":[31,163],"pursuing":[32],"the":[33,47,95,133,156,176,180],"minimization":[34],"of":[35,50],"average":[36],"regression":[38],"error":[39],"at":[40],"pixel":[41],"level":[42],"neglect":[44],"to":[45,89,109,122,136,142,153,185],"encode":[46],"global":[48],"layout":[49,76,92,116],"scene,":[51],"resulting":[52],"in":[53],"layout-inconsistent":[54],"map.":[56,125],"This":[57],"paper":[58],"proposes":[59],"a":[60,82,91],"novel":[61],"Layout-Aware":[62,102],"Convolutional":[63],"Neural":[64],"Network":[65,85,105],"(LA-Net)":[66],"accurate":[68],"by":[72],"simultaneously":[73],"perceiving":[74],"scene":[75,166,170],"local":[78,99],"details.":[80],"Specifically,":[81],"Spatial":[83],"Layout":[84],"(SL-Net)":[86],"proposed":[88,108,177],"learn":[90,137],"map":[93],"representing":[94],"ordering":[97],"between":[98],"patches.":[100],"A":[101,126],"Estimation":[104],"(LDE-Net)":[106],"estimate":[110],"pixel-level":[111],"details":[113,140],"using":[114],"multi-scale":[115],"maps":[117],"as":[118,132],"structural":[119],"guidance,":[120],"leading":[121],"layout-consistent":[123],"dense":[127,143],"network":[128,135],"module":[129],"used":[131],"base":[134],"effective":[138],"visual":[139],"resorting":[141],"feed-forward":[144],"connections.":[145],"Moreover,":[146],"we":[147],"formulate":[148],"order-sensitive":[150],"softmax":[151],"loss":[152],"well":[154],"constrain":[155],"inferring":[159],"Extensive":[161],"experiments":[162],"both":[164],"indoor":[165],"(NYUD-v2)":[167],"outdoor":[169],"(Make3D)":[171],"datasets":[172],"have":[173],"demonstrated":[174],"that":[175],"LA-Net":[178],"outperforms":[179],"state-of-the-art":[181],"leads":[184],"faithful":[186],"3D":[187],"projections.":[188]},"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":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2018-10-26T00:00:00"}