{"id":"https://openalex.org/W4408355096","doi":"https://doi.org/10.1109/icassp49660.2025.10889787","title":"RetinaStereo: Dynamic-Volume Stereo Matching Network","display_name":"RetinaStereo: Dynamic-Volume Stereo Matching Network","publication_year":2025,"publication_date":"2025-03-12","ids":{"openalex":"https://openalex.org/W4408355096","doi":"https://doi.org/10.1109/icassp49660.2025.10889787"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49660.2025.10889787","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10889787","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5103053322","display_name":"Xiaoyan Liao","orcid":"https://orcid.org/0000-0002-6947-2909"},"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":"Xiaoyan Liao","raw_affiliation_strings":["Peking University,School of Electronic and Computer Engineering, Shenzhen Graduate School,Shenzhen,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Peking University,School of Electronic and Computer Engineering, Shenzhen Graduate School,Shenzhen,China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070857020","display_name":"Haoliang Zhao","orcid":"https://orcid.org/0000-0002-3789-7451"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Haoliang Zhao","raw_affiliation_strings":["The Hong Kong Polytechnic University,Department of Civil and Environmental Engineering,Hong Kong,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University,Department of Civil and Environmental Engineering,Hong Kong,China","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067183063","display_name":"Fan Yang","orcid":"https://orcid.org/0000-0002-3431-2585"},"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":"Fan Yang","raw_affiliation_strings":["Peking University,School of Electronic and Computer Engineering, Shenzhen Graduate School,Shenzhen,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Peking University,School of Electronic and Computer Engineering, Shenzhen Graduate School,Shenzhen,China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084054549","display_name":"Ka Chun Cheung","orcid":"https://orcid.org/0000-0002-2939-4686"},"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":"Kwokching Cheung","raw_affiliation_strings":["Peking University,School of Electronic and Computer Engineering, Shenzhen Graduate School,Shenzhen,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Peking University,School of Electronic and Computer Engineering, Shenzhen Graduate School,Shenzhen,China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011671643","display_name":"Jun Jiang","orcid":"https://orcid.org/0000-0003-1147-3666"},"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":"Jun Jiang","raw_affiliation_strings":["Peking University,School of Electronic and Computer Engineering, Shenzhen Graduate School,Shenzhen,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Peking University,School of Electronic and Computer Engineering, Shenzhen Graduate School,Shenzhen,China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","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":["Peking University,School of Electronic and Computer Engineering, Shenzhen Graduate School,Shenzhen,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Peking University,School of Electronic and Computer Engineering, Shenzhen Graduate School,Shenzhen,China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100332954","display_name":"Jie Chen","orcid":"https://orcid.org/0000-0002-7091-7231"},"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":"Jie Chen","raw_affiliation_strings":["Peking University,School of Electronic and Computer Engineering, Shenzhen Graduate School,Shenzhen,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Peking University,School of Electronic and Computer Engineering, Shenzhen Graduate School,Shenzhen,China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102009435","display_name":"Xin\u2019an Wang","orcid":"https://orcid.org/0000-0002-9712-8531"},"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":["Peking University,School of Electronic and Computer Engineering, Shenzhen Graduate School,Shenzhen,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Peking University,School of Electronic and Computer Engineering, Shenzhen Graduate School,Shenzhen,China","institution_ids":["https://openalex.org/I20231570"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10250","display_name":"Glaucoma and retinal disorders","score":0.9934999942779541,"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"}},"topics":[{"id":"https://openalex.org/T10250","display_name":"Glaucoma and retinal disorders","score":0.9934999942779541,"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":0.9933000206947327,"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"}},{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.9930999875068665,"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/computer-science","display_name":"Computer science","score":0.7269044518470764},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.624813437461853},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.5971734523773193},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5145580172538757},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48144811391830444},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.4164876639842987},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11090129613876343}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7269044518470764},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.624813437461853},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.5971734523773193},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5145580172538757},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48144811391830444},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.4164876639842987},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11090129613876343},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp49660.2025.10889787","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10889787","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W2144041313","https://openalex.org/W2259424905","https://openalex.org/W2604231069","https://openalex.org/W2952813711","https://openalex.org/W2963617879","https://openalex.org/W2963619659","https://openalex.org/W3034976873","https://openalex.org/W3172573759","https://openalex.org/W3177322621","https://openalex.org/W4226265017","https://openalex.org/W4246193833","https://openalex.org/W4312388571","https://openalex.org/W4312871721","https://openalex.org/W4312951879","https://openalex.org/W4323057686","https://openalex.org/W4382998736","https://openalex.org/W4386071550","https://openalex.org/W4386076114","https://openalex.org/W4388927397","https://openalex.org/W4390872202","https://openalex.org/W4390872625","https://openalex.org/W4402703035","https://openalex.org/W4402727617","https://openalex.org/W4402754131","https://openalex.org/W6640212811","https://openalex.org/W6757817989"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Existing":[0],"stereo":[1],"matching":[2],"techniques":[3],"often":[4],"struggle":[5],"with":[6,51],"detailing":[7],"subtle":[8],"objects":[9],"on":[10,122,136],"depth":[11,56],"edges.":[12],"To":[13],"alleviate":[14],"this":[15],"problem,":[16],"we":[17],"introduced":[18],"the":[19,29,37,47,80,85,93,108,112,117,137,141],"Dynamic-Range":[20],"Disparity":[21],"Initialization":[22],"module,":[23],"which":[24],"integrates":[25],"three":[26],"complementary":[27],"branches:":[28],"dynamic":[30,60],"dense":[31,61],"volume":[32,40,50,62,99],"for":[33,41,54,67,75,140],"localized":[34],"disparity":[35,82,94],"sampling,":[36],"sparse":[38,97],"global":[39,98],"encoding":[42],"search":[43,65,86],"center":[44,87],"information,":[45],"and":[46,70,128],"background":[48],"static":[49],"skip":[52],"connections":[53],"enhancing":[55],"edge":[57],"accuracy.":[58],"The":[59],"identifies":[63],"optimal":[64],"centers":[66],"each":[68],"pixel":[69],"performs":[71],"local":[72],"neighborhood":[73],"sampling":[74],"cost":[76],"aggregation,":[77],"thereby":[78],"generating":[79],"initial":[81],"map.":[83],"Since":[84],"positions":[88,106],"get":[89],"lost":[90],"while":[91],"assembling":[92],"samples,":[95],"a":[96],"is":[100],"proposed":[101],"to":[102],"implicitly":[103],"encode":[104],"these":[105],"during":[107],"training":[109],"process":[110],"of":[111,125],"network.":[113],"We":[114],"also":[115],"designed":[116],"Inception":[118],"Update":[119],"module":[120],"based":[121],"our":[123],"analysis":[124],"convolutional":[126],"structures":[127],"nonlinear":[129],"gating":[130],"mechanisms.":[131],"RetinaStereo":[132],"achieves":[133],"state-of-the-art":[134],"performance":[135],"KITTI-2015":[138],"leaderboard":[139],"D1-fg":[142],"metric":[143],"among":[144],"published":[145],"methods.":[146]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}