{"id":"https://openalex.org/W2789005540","doi":"https://doi.org/10.1007/978-3-030-11024-6_50","title":"Devon: Deformable Volume Network for Learning Optical Flow","display_name":"Devon: Deformable Volume Network for Learning Optical Flow","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2789005540","doi":"https://doi.org/10.1007/978-3-030-11024-6_50","mag":"2789005540"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-11024-6_50","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-11024-6_50","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1802.07351","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101882875","display_name":"Yao Lu","orcid":"https://orcid.org/0000-0003-3760-1638"},"institutions":[{"id":"https://openalex.org/I118347636","display_name":"Australian National University","ror":"https://ror.org/019wvm592","country_code":"AU","type":"education","lineage":["https://openalex.org/I118347636"]},{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yao Lu","raw_affiliation_strings":["Australian National University, Canberra, Australia","Data61, CSIRO, Sydney, Australia","Data61, ANU, ACRV"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Australian National University, Canberra, Australia","institution_ids":["https://openalex.org/I118347636"]},{"raw_affiliation_string":"Data61, CSIRO, Sydney, Australia","institution_ids":["https://openalex.org/I1292875679","https://openalex.org/I42894916"]},{"raw_affiliation_string":"Data61, ANU, ACRV","institution_ids":["https://openalex.org/I42894916"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018478116","display_name":"Jack Valmadre","orcid":"https://orcid.org/0000-0003-1004-2784"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU","GB"],"is_corresponding":false,"raw_author_name":"Jack Valmadre","raw_affiliation_strings":["University of Oxford, Oxford, UK","Data61, ANU, ACRV"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I40120149"]},{"raw_affiliation_string":"Data61, ANU, ACRV","institution_ids":["https://openalex.org/I42894916"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100453977","display_name":"Heng Wang","orcid":"https://orcid.org/0000-0003-0678-817X"},"institutions":[{"id":"https://openalex.org/I4210114444","display_name":"Meta (United States)","ror":"https://ror.org/01zbnvs85","country_code":"US","type":"company","lineage":["https://openalex.org/I4210114444"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU","US"],"is_corresponding":false,"raw_author_name":"Heng Wang","raw_affiliation_strings":["Facebook, Cambridge, USA","Data61, ANU, ACRV"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Facebook, Cambridge, USA","institution_ids":["https://openalex.org/I4210114444"]},{"raw_affiliation_string":"Data61, ANU, ACRV","institution_ids":["https://openalex.org/I42894916"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057931031","display_name":"Juho Kannala","orcid":"https://orcid.org/0000-0001-5088-4041"},"institutions":[{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["AU","FI"],"is_corresponding":false,"raw_author_name":"Juho Kannala","raw_affiliation_strings":["Aalto University, Helsinki, Finland","Data61, ANU, ACRV"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aalto University, Helsinki, Finland","institution_ids":["https://openalex.org/I9927081"]},{"raw_affiliation_string":"Data61, ANU, ACRV","institution_ids":["https://openalex.org/I42894916"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021790939","display_name":"Mehrtash Harandi","orcid":"https://orcid.org/0000-0002-6937-6300"},"institutions":[{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mehrtash Harandi","raw_affiliation_strings":["Monash University, Melbourne, Australia","Data61, ANU, ACRV"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Monash University, Melbourne, Australia","institution_ids":["https://openalex.org/I56590836"]},{"raw_affiliation_string":"Data61, ANU, ACRV","institution_ids":["https://openalex.org/I42894916"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042899882","display_name":"Philip H. S. Torr","orcid":null},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU","GB"],"is_corresponding":false,"raw_author_name":"Philip H. S. Torr","raw_affiliation_strings":["University of Oxford, Oxford, UK","Data61, ANU, ACRV"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I40120149"]},{"raw_affiliation_string":"Data61, ANU, ACRV","institution_ids":["https://openalex.org/I42894916"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00157646,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2694","last_page":"2702"},"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/T10250","display_name":"Glaucoma and retinal disorders","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/image-warping","display_name":"Image warping","score":0.9268223643302917},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7033954858779907},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.693331241607666},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6152452230453491},{"id":"https://openalex.org/keywords/optical-flow","display_name":"Optical flow","score":0.5996896028518677},{"id":"https://openalex.org/keywords/flow","display_name":"Flow (mathematics)","score":0.5395272374153137},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5245400071144104},{"id":"https://openalex.org/keywords/displacement","display_name":"Displacement (psychology)","score":0.47060734033584595},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.44482123851776123},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.22352266311645508},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13801419734954834},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.12508782744407654},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.062268733978271484}],"concepts":[{"id":"https://openalex.org/C157202957","wikidata":"https://www.wikidata.org/wiki/Q1659609","display_name":"Image warping","level":2,"score":0.9268223643302917},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7033954858779907},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.693331241607666},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6152452230453491},{"id":"https://openalex.org/C155542232","wikidata":"https://www.wikidata.org/wiki/Q736111","display_name":"Optical flow","level":3,"score":0.5996896028518677},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.5395272374153137},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5245400071144104},{"id":"https://openalex.org/C107551265","wikidata":"https://www.wikidata.org/wiki/Q1458245","display_name":"Displacement (psychology)","level":2,"score":0.47060734033584595},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.44482123851776123},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.22352266311645508},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13801419734954834},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.12508782744407654},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.062268733978271484},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1007/978-3-030-11024-6_50","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-11024-6_50","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"doi:10.1109/wacv45572.2020.9093590","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wacv45572.2020.9093590","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Winter Conference on Applications of Computer Vision (WACV)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1802.07351","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1802.07351","pdf_url":"https://arxiv.org/pdf/1802.07351","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null},{"id":"mag:2789005540","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1802.07351.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:ora.ox.ac.uk:uuid:dcb6dde2-5218-4222-be1e-aed7069b5e44","is_oa":false,"landing_page_url":"https://ora.ox.ac.uk/objects/uuid:dcb6dde2-5218-4222-be1e-aed7069b5e44","pdf_url":null,"source":{"id":"https://openalex.org/S4306402636","display_name":"Oxford University Research Archive (ORA) (University of Oxford)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I40120149","host_organization_name":"University of Oxford","host_organization_lineage":["https://openalex.org/I40120149"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference item"},{"id":"doi:10.48550/arxiv.1802.07351","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1802.07351","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1802.07351","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1802.07351","pdf_url":"https://arxiv.org/pdf/1802.07351","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.7099999785423279,"display_name":"Sustainable cities and communities"}],"awards":[{"id":"https://openalex.org/G1203979484","display_name":null,"funder_award_id":"EP/N019474/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G6714370467","display_name":null,"funder_award_id":"EP/I001107/2","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2789005540.pdf","grobid_xml":"https://content.openalex.org/works/W2789005540.grobid-xml"},"referenced_works_count":64,"referenced_works":["https://openalex.org/W330759146","https://openalex.org/W603908379","https://openalex.org/W764651262","https://openalex.org/W1513100184","https://openalex.org/W1578285471","https://openalex.org/W1590496484","https://openalex.org/W1677182931","https://openalex.org/W1867429401","https://openalex.org/W1901129140","https://openalex.org/W1951289974","https://openalex.org/W1960436198","https://openalex.org/W2019661178","https://openalex.org/W2059612594","https://openalex.org/W2093488518","https://openalex.org/W2104974755","https://openalex.org/W2118877769","https://openalex.org/W2124861766","https://openalex.org/W2126574503","https://openalex.org/W2136831404","https://openalex.org/W2150066425","https://openalex.org/W2171857946","https://openalex.org/W2194775991","https://openalex.org/W2259424905","https://openalex.org/W2274287116","https://openalex.org/W2412782625","https://openalex.org/W2548527721","https://openalex.org/W2560474170","https://openalex.org/W2561074213","https://openalex.org/W2601564443","https://openalex.org/W2604909019","https://openalex.org/W2616817002","https://openalex.org/W2630837129","https://openalex.org/W2737012286","https://openalex.org/W2751023760","https://openalex.org/W2784652921","https://openalex.org/W2894983388","https://openalex.org/W2951845494","https://openalex.org/W2962797340","https://openalex.org/W2962864875","https://openalex.org/W2963210183","https://openalex.org/W2963317244","https://openalex.org/W2963403249","https://openalex.org/W2963502507","https://openalex.org/W2963782415","https://openalex.org/W2963840672","https://openalex.org/W2963891416","https://openalex.org/W2964121744","https://openalex.org/W2964156315","https://openalex.org/W2967043539","https://openalex.org/W2977512565","https://openalex.org/W2980116241","https://openalex.org/W6618372016","https://openalex.org/W6630726011","https://openalex.org/W6631190155","https://openalex.org/W6638039622","https://openalex.org/W6639126518","https://openalex.org/W6640950868","https://openalex.org/W6677548441","https://openalex.org/W6692304489","https://openalex.org/W6696085341","https://openalex.org/W6715287400","https://openalex.org/W6753648260","https://openalex.org/W6755070853","https://openalex.org/W6765609181"],"related_works":["https://openalex.org/W3024841368","https://openalex.org/W3101517204","https://openalex.org/W3212877081","https://openalex.org/W2434151689","https://openalex.org/W3034379322","https://openalex.org/W2955243897","https://openalex.org/W3088779065","https://openalex.org/W2949520869","https://openalex.org/W2342770894","https://openalex.org/W2172051635","https://openalex.org/W2172233979","https://openalex.org/W3120283867","https://openalex.org/W3044665958","https://openalex.org/W2903393211","https://openalex.org/W2005770751","https://openalex.org/W3009189659","https://openalex.org/W3125984870","https://openalex.org/W1981908890","https://openalex.org/W3091564232","https://openalex.org/W3144314306"],"abstract_inverted_index":{"State-of-the-art":[0],"neural":[1,67],"network":[2,68],"models":[3],"estimate":[4,91],"large":[5],"displacement":[6],"optical":[7,41,93],"flow":[8,42,94],"in":[9,44,95,106,120],"multi-resolution":[10,38],"and":[11,112],"use":[12],"warping":[13,52],"to":[14,116],"propagate":[15],"the":[16,34,37,75,84,117],"estimation":[17,39],"between":[18],"two":[19,31,76],"resolutions.":[20],"Despite":[21],"their":[22],"impressive":[23],"results,":[24],"it":[25],"is":[26,103],"known":[27],"that":[28],"there":[29],"are":[30],"problems":[32],"with":[33],"approach.":[35],"First,":[36],"of":[40],"fails":[43],"situations":[45],"where":[46],"small":[47,108],"objects":[48,109],"move":[49],"fast.":[50],"Second,":[51],"creates":[53],"artifacts":[54],"when":[55],"occlusion":[56],"or":[57],"dis-occlusion":[58],"happens.":[59],"In":[60],"this":[61,80],"paper,":[62],"we":[63,82],"propose":[64],"a":[65,96],"new":[66],"module,":[69,81],"Deformable":[70,85],"Cost":[71],"Volume,":[72],"which":[73,89],"alleviates":[74],"problems.":[77],"Based":[78],"on":[79],"designed":[83],"Volume":[86],"Network":[87],"(Devon)":[88],"can":[90],"multi-scale":[92],"single":[97],"high":[98],"resolution.":[99],"Experiments":[100],"show":[101],"Devon":[102],"more":[104],"suitable":[105],"handling":[107],"moving":[110],"fast":[111],"achieves":[113],"comparable":[114],"results":[115],"state-of-the-art":[118],"methods":[119],"public":[121],"benchmarks.":[122]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
