乐胖代购免代理版

{"id":"https://openalex.org/W4224918811","doi":"https://doi.org/10.1109/jas.2022.105563","title":"BaMBNet: A Blur-Aware Multi-Branch Network for Dual-Pixel Defocus Deblurring","display_name":"BaMBNet: A Blur-Aware Multi-Branch Network for Dual-Pixel Defocus Deblurring","publication_year":2022,"publication_date":"2022-04-26","ids":{"openalex":"https://openalex.org/W4224918811","doi":"https://doi.org/10.1109/jas.2022.105563"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/jas.2022.105563","pdf_url":null,"source":{"id":"https://openalex.org/S2484288132","display_name":"IEEE/CAA Journal of Automatica Sinica","issn_l":"2329-9266","issn":["2329-9266","2329-9274"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-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/A5011573110","display_name":"Pengwei Liang","orcid":null},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengwei Liang","raw_affiliation_strings":["School of Computer Science and Technology, Harbin Institute of Technology,Harbin,China,150001"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology,Harbin,China,150001","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087165831","display_name":"Junjun Jiang","orcid":"https://orcid.org/0000-0002-5694-505X"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junjun Jiang","raw_affiliation_strings":["School of Computer Science and Technology, Harbin Institute of Technology,Harbin,China,150001"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology,Harbin,China,150001","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100654390","display_name":"Xianming Liu","orcid":"https://orcid.org/0000-0002-8857-1785"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianming Liu","raw_affiliation_strings":["School of Computer Science and Technology, Harbin Institute of Technology,Harbin,China,150001"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology,Harbin,China,150001","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040010053","display_name":"Jiayi Ma","orcid":"https://orcid.org/0000-0003-3264-3265"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiayi Ma","raw_affiliation_strings":["Electronic Information School, Wuhan University,Wuhan,China,430072"],"affiliations":[{"raw_affiliation_string":"Electronic Information School, Wuhan University,Wuhan,China,430072","institution_ids":["https://openalex.org/I37461747"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.767,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.999943,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":94},"biblio":{"volume":"9","issue":"5","first_page":"878","last_page":"892"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9994,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9994,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9986,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11897","display_name":"Digital Holography and Microscopy","score":0.9725,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.55948347},{"id":"https://openalex.org/keywords/deblurring","display_name":"Deblurring","score":0.547925},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image Processing","score":0.541943},{"id":"https://openalex.org/keywords/depth-estimation","display_name":"Depth Estimation","score":0.521026},{"id":"https://openalex.org/keywords/defocus","display_name":"Defocus","score":0.512507},{"id":"https://openalex.org/keywords/autofocusing","display_name":"Autofocusing","score":0.512422},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.4459706}],"concepts":[{"id":"https://openalex.org/C2777693668","wikidata":"https://www.wikidata.org/wiki/Q25053743","display_name":"Deblurring","level":5,"score":0.94759166},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7577998},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7093741},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.64838505},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.6134222},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.55948347},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.48137692},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.4459706},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.4223343},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.420713},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.41807637},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.41618085},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34519666},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2502845},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.24313},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/jas.2022.105563","pdf_url":null,"source":{"id":"https://openalex.org/S2484288132","display_name":"IEEE/CAA Journal of Automatica Sinica","issn_l":"2329-9266","issn":["2329-9266","2329-9274"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"61971165,61922027,61773295"},{"funder":"https://openalex.org/F4320323085","funder_display_name":"Natural Science Foundation of Heilongjiang Province","award_id":"YQ2020F004"},{"funder":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities","award_id":"FRFCU571005 0119"}],"datasets":[],"versions":[],"referenced_works_count":43,"referenced_works":["https://openalex.org/W1506219486","https://openalex.org/W1673090216","https://openalex.org/W1899329334","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1916731006","https://openalex.org/W1986489799","https://openalex.org/W2008990620","https://openalex.org/W2054203848","https://openalex.org/W2103802376","https://openalex.org/W2130270732","https://openalex.org/W2133665775","https://openalex.org/W2276154416","https://openalex.org/W2292934097","https://openalex.org/W2767829160","https://openalex.org/W2786022758","https://openalex.org/W2799247888","https://openalex.org/W2866634454","https://openalex.org/W2925753896","https://openalex.org/W2941471678","https://openalex.org/W2948213750","https://openalex.org/W2954432404","https://openalex.org/W2954740582","https://openalex.org/W2962785568","https://openalex.org/W2963819848","https://openalex.org/W2969717429","https://openalex.org/W2981612893","https://openalex.org/W2981882469","https://openalex.org/W2997797376","https://openalex.org/W3032997361","https://openalex.org/W3034582814","https://openalex.org/W3108618593","https://openalex.org/W3109494165","https://openalex.org/W3110381689","https://openalex.org/W3121404598","https://openalex.org/W3134773320","https://openalex.org/W3158293172","https://openalex.org/W3177732058","https://openalex.org/W3180849732","https://openalex.org/W3203100337","https://openalex.org/W3204896399","https://openalex.org/W4230098700","https://openalex.org/W4230548574"],"related_works":["https://openalex.org/W791927757","https://openalex.org/W4220831754","https://openalex.org/W3207832039","https://openalex.org/W3153582293","https://openalex.org/W3034770329","https://openalex.org/W2905397092","https://openalex.org/W2269775642","https://openalex.org/W2182590612","https://openalex.org/W2089488370","https://openalex.org/W2031788393"],"abstract_inverted_index":{"Reducing":[0],"the":[1,7,27,56,68,76,112,119,124,130,134,141,192,195,201,205,218,223,229,237,257],"defocus":[2,57,77,131,172,225],"blur":[3,28,113,149],"that":[4,143,214],"arises":[5],"from":[6],"finite":[8],"aperture":[9],"size":[10],"and":[11,33,60,136,210,248,259],"short":[12],"exposure":[13],"time":[14],"is":[15,23,30,82],"an":[16],"essential":[17],"problem":[18,59],"in":[19,45,101,241],"computational":[20],"photography.":[21],"It":[22],"very":[24],"challenging":[25],"because":[26],"kernel":[29,71],"spatially":[31],"varying":[32],"difficult":[34,83],"to":[35,41,55,84,162,176,180,190],"estimate":[36,111],"by":[37,118,252],"traditional":[38],"methods.":[39,221],"Due":[40],"its":[42],"great":[43],"breakthrough":[44],"low-level":[46],"tasks,":[47],"convolutional":[48],"neural":[49],"networks":[50,158],"(CNNs)":[51],"have":[52,151],"been":[53],"introduced":[54],"deblurring":[58,153,226],"achieved":[61],"significant":[62],"progress.":[63],"However,":[64],"previous":[65,238],"methods":[66],"apply":[67],"same":[69],"learned":[70],"for":[72],"different":[73,103,116,144,148,152,157,160,164],"regions":[74,104,117,146,197],"of":[75,115,123,194,204,243,256],"blurred":[78,87,206],"images,":[79],"thus":[80],"it":[81],"handle":[85],"nonuniform":[86],"images.":[88],"To":[89],"this":[90,92,185],"end,":[91],"study":[93],"designs":[94],"a":[95,170,181],"novel":[96],"blur-aware":[97],"multi-branch":[98],"network":[99],"(Ba-MBNet),":[100],"which":[102,128],"are":[105,261],"treated":[106],"differentially.":[107],"In":[108,184],"particular,":[109],"we":[110,155,168,187],"amounts":[114,150],"internal":[120],"geometric":[121],"constraint":[122],"dual-pixel":[125,224],"(DP)":[126],"data,":[127],"measures":[129],"disparity":[132],"between":[133],"left":[135],"right":[137],"views.":[138],"Based":[139],"on":[140],"assumption":[142],"image":[145,165],"with":[147,159],"difficulties,":[154],"leverage":[156],"capacities":[161],"treat":[163],"regions.":[166,207],"Moreover,":[167],"introduce":[169],"meta-learning":[171],"mask":[173],"generation":[174],"algorithm":[175],"assign":[177],"each":[178],"pixel":[179],"proper":[182],"branch.":[183],"way,":[186],"can":[188],"expect":[189],"maintain":[191],"information":[193],"clear":[196],"well":[198],"while":[199],"recovering":[200],"missing":[202],"details":[203,255],"Both":[208],"quantitative":[209],"qualitative":[211],"experiments":[212],"demonstrate":[213],"our":[215],"BaMBNet":[216,231],"outperforms":[217],"state-of-the-art":[219],"(SOTA)":[220],"For":[222],"(DPD)-blur":[227],"dataset,":[228],"proposed":[230],"achieves":[232],"1.20":[233],"dB":[234],"gain":[235],"over":[236],"SOTA":[239],"method":[240],"term":[242],"peak":[244],"signal-to-noise":[245],"ratio":[246],"(PSNR)":[247],"reduces":[249],"learnable":[250],"parameters":[251],"85%.":[253],"The":[254],"code":[258],"dataset":[260],"available":[262],"at":[263],"https://github.com/junjun-jiang/BaMBNet.":[264]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4224918811","counts_by_year":[{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2024-12-05T21:06:36.508126","created_date":"2022-04-28"}