{"id":"https://openalex.org/W4308233901","doi":"https://doi.org/10.1109/icip46576.2022.9897748","title":"OMNET: Real-Time Stereo Matching with Unsupervised Occlusion Mask","display_name":"OMNET: Real-Time Stereo Matching with Unsupervised Occlusion Mask","publication_year":2022,"publication_date":"2022-10-16","ids":{"openalex":"https://openalex.org/W4308233901","doi":"https://doi.org/10.1109/icip46576.2022.9897748"},"language":"en","primary_location":{"id":"doi:10.1109/icip46576.2022.9897748","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip46576.2022.9897748","pdf_url":null,"source":{"id":"https://openalex.org/S4363607719","display_name":"2022 IEEE International Conference on Image Processing (ICIP)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Image Processing (ICIP)","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/A5100601726","display_name":"Weiqi Wang","orcid":"https://orcid.org/0000-0002-1617-9805"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Weiqi Wang","raw_affiliation_strings":["Shenzhen Graduate School of Peking University,School of Electronic and Computer Engineering,Shenzhen,China,518055"],"affiliations":[{"raw_affiliation_string":"Shenzhen Graduate School of Peking University,School of Electronic and Computer Engineering,Shenzhen,China,518055","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018719569","display_name":"Shuiqiang Ye","orcid":null},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuiqiang Ye","raw_affiliation_strings":["Shenzhen Graduate School of Peking University,School of Electronic and Computer Engineering,Shenzhen,China,518055"],"affiliations":[{"raw_affiliation_string":"Shenzhen Graduate School of Peking University,School of Electronic and Computer Engineering,Shenzhen,China,518055","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102009434","display_name":"Xin\u2019an Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinan Wang","raw_affiliation_strings":["Shenzhen Graduate School of Peking University,School of Electronic and Computer Engineering,Shenzhen,China,518055"],"affiliations":[{"raw_affiliation_string":"Shenzhen Graduate School of Peking University,School of Electronic and Computer Engineering,Shenzhen,China,518055","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078656823","display_name":"Yong Zhao","orcid":"https://orcid.org/0000-0002-7999-1083"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Zhao","raw_affiliation_strings":["Shenzhen Graduate School of Peking University,School of Electronic and Computer Engineering,Shenzhen,China,518055"],"affiliations":[{"raw_affiliation_string":"Shenzhen Graduate School of Peking University,School of Electronic and Computer Engineering,Shenzhen,China,518055","institution_ids":["https://openalex.org/I20231570"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100601726"],"corresponding_institution_ids":["https://openalex.org/I20231570"],"apc_list":null,"apc_paid":null,"fwci":0.06,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.28554114,"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":"1241","last_page":"1245"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":1.0,"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":1.0,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.998199999332428,"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":0.9972000122070312,"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":0.7670634984970093},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6832097768783569},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6376012563705444},{"id":"https://openalex.org/keywords/image-warping","display_name":"Image warping","score":0.6086987853050232},{"id":"https://openalex.org/keywords/occlusion","display_name":"Occlusion","score":0.6008008122444153},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.5773033499717712},{"id":"https://openalex.org/keywords/ghosting","display_name":"Ghosting","score":0.5463138818740845},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4971604645252228},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.4508891701698303},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.4157589375972748},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12322333455085754}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7670634984970093},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6832097768783569},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6376012563705444},{"id":"https://openalex.org/C157202957","wikidata":"https://www.wikidata.org/wiki/Q1659609","display_name":"Image warping","level":2,"score":0.6086987853050232},{"id":"https://openalex.org/C2776268601","wikidata":"https://www.wikidata.org/wiki/Q968808","display_name":"Occlusion","level":2,"score":0.6008008122444153},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.5773033499717712},{"id":"https://openalex.org/C2780531524","wikidata":"https://www.wikidata.org/wiki/Q551540","display_name":"Ghosting","level":2,"score":0.5463138818740845},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4971604645252228},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.4508891701698303},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.4157589375972748},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12322333455085754},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.0},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icip46576.2022.9897748","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip46576.2022.9897748","pdf_url":null,"source":{"id":"https://openalex.org/S4363607719","display_name":"2022 IEEE International Conference on Image Processing (ICIP)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1921093919","https://openalex.org/W2047931032","https://openalex.org/W2150066425","https://openalex.org/W2259424905","https://openalex.org/W2604231069","https://openalex.org/W2883040756","https://openalex.org/W2952825894","https://openalex.org/W2963617879","https://openalex.org/W2963619659","https://openalex.org/W2968164956","https://openalex.org/W2968826970","https://openalex.org/W3013402579","https://openalex.org/W3034514115","https://openalex.org/W3034530552","https://openalex.org/W3091300680","https://openalex.org/W3100280854","https://openalex.org/W3172955525","https://openalex.org/W3177322621","https://openalex.org/W4234282793"],"related_works":["https://openalex.org/W114247175","https://openalex.org/W182732483","https://openalex.org/W2362376230","https://openalex.org/W2168619551","https://openalex.org/W2001810581","https://openalex.org/W2005010979","https://openalex.org/W2141399949","https://openalex.org/W2783706602","https://openalex.org/W2927668894","https://openalex.org/W1502459799"],"abstract_inverted_index":{"Although":[0],"CNN":[1,11],"has":[2],"powerful":[3],"learning":[4],"capability,":[5],"it":[6],"is":[7,30,118],"still":[8],"difficult":[9],"for":[10,36],"to":[12,66,87],"judge":[13],"corresponding":[14],"points":[15],"in":[16,23,73],"the":[17,24,31,97],"occlusion":[18,25,56,64],"region.":[19],"The":[20],"ghosting":[21],"effect":[22],"region":[26],"during":[27],"feature":[28],"warping":[29],"bottleneck":[32],"of":[33,93,110],"performance":[34],"improvement":[35],"many":[37],"stereo":[38],"matching":[39],"networks.":[40,124],"In":[41],"this":[42],"paper,":[43],"we":[44],"propose":[45],"an":[46,107],"Occlusion-Aware":[47],"Refinement":[48],"Module":[49],"(OARM),":[50],"which":[51,117],"can":[52],"learn":[53],"a":[54,74,133],"rough":[55],"map":[57],"from":[58],"multi-scale":[59],"aggregated":[60],"cost":[61],"volumes":[62],"without":[63],"supervision":[65],"mask":[67],"and":[68,89,130],"filter":[69],"pernicious":[70],"occluded":[71],"regions":[72],"warped":[75],"image.":[76],"Cooperating":[77],"with":[78],"well-designed":[79],"simple":[80],"yet":[81],"efficient":[82],"2D-based":[83],"Intra/Cross-Level":[84],"Aggregation":[85],"Modules":[86],"effectively":[88],"efficiently":[90],"aggregate":[91],"information":[92],"different":[94],"scales":[95],"before":[96],"disparity":[98],"refinement":[99],"stage,":[100],"OARM":[101],"helps":[102],"our":[103],"proposed":[104],"OM-Net":[105],"achieve":[106],"error":[108],"rate":[109],"1.82%":[111],"(D1-all)":[112],"on":[113],"KITTI":[114],"2015":[115],"dataset,":[116],"even":[119],"better":[120],"than":[121],"most":[122],"3D-based":[123],"Meanwhile,":[125],"OMNet":[126],"keeps":[127],"real-time":[128],"characteristic":[129],"could":[131],"process":[132],"1248\u00d7384":[134],"resolution":[135],"image":[136],"pair":[137],"at":[138],"26":[139],"fps.":[140]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
