{"id":"https://openalex.org/W3165773550","doi":"https://doi.org/10.1109/tip.2021.3101402","title":"Blind Motion Deblurring Super-Resolution: When Dynamic Spatio-Temporal Learning Meets Static Image Understanding","display_name":"Blind Motion Deblurring Super-Resolution: When Dynamic Spatio-Temporal Learning Meets Static Image Understanding","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3165773550","doi":"https://doi.org/10.1109/tip.2021.3101402","mag":"3165773550","pmid":"https://pubmed.ncbi.nlm.nih.gov/34351860"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2021.3101402","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2021.3101402","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Image Processing","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2105.13077","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Wenjia Niu","orcid":null},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjia Niu","raw_affiliation_strings":["School of Electronic and Information Engineering, Hebei University of Technology, Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Hebei University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I184843921"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Kaihao Zhang","orcid":"https://orcid.org/0000-0002-4317-660X"},"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"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Kaihao Zhang","raw_affiliation_strings":["College of Engineering and Computer Science, The Australian National University, Canberra, ACT, Australia"],"raw_orcid":"https://orcid.org/0000-0002-4317-660X","affiliations":[{"raw_affiliation_string":"College of Engineering and Computer Science, The Australian National University, Canberra, ACT, Australia","institution_ids":["https://openalex.org/I118347636"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Wenhan Luo","orcid":"https://orcid.org/0000-0002-5697-4168"},"institutions":[{"id":"https://openalex.org/I2250653659","display_name":"Tencent (China)","ror":"https://ror.org/00hhjss72","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250653659"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenhan Luo","raw_affiliation_strings":["Tencent, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-5697-4168","affiliations":[{"raw_affiliation_string":"Tencent, Shenzhen, China","institution_ids":["https://openalex.org/I2250653659"]}]},{"author_position":"last","author":{"id":null,"display_name":"Yiran Zhong","orcid":null},"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"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yiran Zhong","raw_affiliation_strings":["College of Engineering and Computer Science, The Australian National University, Canberra, ACT, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Engineering and Computer Science, The Australian National University, Canberra, ACT, Australia","institution_ids":["https://openalex.org/I118347636"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.9786,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.88346146,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"30","issue":null,"first_page":"7101","last_page":"7111"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9972000122070312,"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":0.9972000122070312,"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/T11165","display_name":"Image and Video Quality Assessment","score":0.0010999999940395355,"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.0003000000142492354,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/deblurring","display_name":"Deblurring","score":0.9901999831199646},{"id":"https://openalex.org/keywords/motion-blur","display_name":"Motion blur","score":0.7347999811172485},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.6244000196456909},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5587000250816345},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.5482000112533569},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4927000105381012},{"id":"https://openalex.org/keywords/shake","display_name":"Shake","score":0.4235000014305115},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.40059998631477356}],"concepts":[{"id":"https://openalex.org/C2777693668","wikidata":"https://www.wikidata.org/wiki/Q25053743","display_name":"Deblurring","level":5,"score":0.9901999831199646},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.794700026512146},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7821999788284302},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7731999754905701},{"id":"https://openalex.org/C2777708103","wikidata":"https://www.wikidata.org/wiki/Q852589","display_name":"Motion blur","level":3,"score":0.7347999811172485},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.6244000196456909},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5587000250816345},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.5482000112533569},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4927000105381012},{"id":"https://openalex.org/C2779053110","wikidata":"https://www.wikidata.org/wiki/Q7462601","display_name":"Shake","level":2,"score":0.4235000014305115},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.40059998631477356},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.3950999975204468},{"id":"https://openalex.org/C10161872","wikidata":"https://www.wikidata.org/wiki/Q557891","display_name":"Motion estimation","level":2,"score":0.38499999046325684},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.38190001249313354},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.349700003862381},{"id":"https://openalex.org/C2779020251","wikidata":"https://www.wikidata.org/wiki/Q3555171","display_name":"Motion vector","level":3,"score":0.3411000072956085},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.30329999327659607},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2851000130176544},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.2709999978542328},{"id":"https://openalex.org/C2777036941","wikidata":"https://www.wikidata.org/wiki/Q6917771","display_name":"Motion analysis","level":2,"score":0.25279998779296875}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/tip.2021.3101402","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2021.3101402","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Image Processing","raw_type":"journal-article"},{"id":"pmid:34351860","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34351860","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on image processing : a publication of the IEEE Signal Processing Society","raw_type":null},{"id":"pmh:oai:arXiv.org:2105.13077","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2105.13077","pdf_url":"https://arxiv.org/pdf/2105.13077","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"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":null,"raw_type":"text"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-138914","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-138914","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:openresearch-repository.anu.edu.au:1885/307742","is_oa":false,"landing_page_url":"http://hdl.handle.net/1885/307742","pdf_url":null,"source":{"id":"https://openalex.org/S4306402539","display_name":"ANU Open Research (Australian National University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I118347636","host_organization_name":"Australian National University","host_organization_lineage":["https://openalex.org/I118347636"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Image Processing","raw_type":"Journal article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2105.13077","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2105.13077","pdf_url":"https://arxiv.org/pdf/2105.13077","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"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":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3800762947","display_name":"ARC Centre of Excellence for Robotic Vision","funder_award_id":"CE140100016","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"},{"id":"https://openalex.org/G6504910857","display_name":null,"funder_award_id":"DP 190102261","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"},{"id":"https://openalex.org/G6849079568","display_name":null,"funder_award_id":"190100080","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"}],"funders":[{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":78,"referenced_works":["https://openalex.org/W1457323852","https://openalex.org/W1885185971","https://openalex.org/W1916935112","https://openalex.org/W2081385919","https://openalex.org/W2088254198","https://openalex.org/W2103913786","https://openalex.org/W2121058967","https://openalex.org/W2157190232","https://openalex.org/W2172128189","https://openalex.org/W2194775991","https://openalex.org/W2214802144","https://openalex.org/W2242218935","https://openalex.org/W2320725294","https://openalex.org/W2560533888","https://openalex.org/W2607041014","https://openalex.org/W2609107023","https://openalex.org/W2738579427","https://openalex.org/W2756389006","https://openalex.org/W2777194773","https://openalex.org/W2780624730","https://openalex.org/W2796314858","https://openalex.org/W2798735168","https://openalex.org/W2866634454","https://openalex.org/W2890648914","https://openalex.org/W2893595367","https://openalex.org/W2895327470","https://openalex.org/W2948208276","https://openalex.org/W2954930822","https://openalex.org/W2955192444","https://openalex.org/W2961218591","https://openalex.org/W2963037581","https://openalex.org/W2963312584","https://openalex.org/W2963372104","https://openalex.org/W2963470893","https://openalex.org/W2963610452","https://openalex.org/W2963667985","https://openalex.org/W2963743395","https://openalex.org/W2963774720","https://openalex.org/W2963945023","https://openalex.org/W2964030969","https://openalex.org/W2964101377","https://openalex.org/W2964162160","https://openalex.org/W2964277374","https://openalex.org/W2964317599","https://openalex.org/W2965669158","https://openalex.org/W2967205412","https://openalex.org/W2982795046","https://openalex.org/W2987477823","https://openalex.org/W2988641380","https://openalex.org/W3001992107","https://openalex.org/W3034770329","https://openalex.org/W3034789174","https://openalex.org/W3035086889","https://openalex.org/W3035212231","https://openalex.org/W3035302306","https://openalex.org/W3035484352","https://openalex.org/W3095500586","https://openalex.org/W6602211262","https://openalex.org/W6637373629","https://openalex.org/W6678856934","https://openalex.org/W6681807782","https://openalex.org/W6683680428","https://openalex.org/W6686186229","https://openalex.org/W6698043622","https://openalex.org/W6724673846","https://openalex.org/W6752881969","https://openalex.org/W6753561479","https://openalex.org/W6755683601","https://openalex.org/W6758061364","https://openalex.org/W6766878880","https://openalex.org/W6768409137","https://openalex.org/W6782282802","https://openalex.org/W6783668941","https://openalex.org/W6786025221","https://openalex.org/W6790422686","https://openalex.org/W6791803540","https://openalex.org/W6795323669","https://openalex.org/W6796897290"],"related_works":[],"abstract_inverted_index":{"Single-image":[0],"super-resolution":[1],"(SR)":[2],"and":[3,114,145,155],"multi-frame":[4],"SR":[5,15,31],"are":[6,50,96],"two":[7],"ways":[8],"to":[9,34,84,117,129,149],"super":[10],"resolve":[11],"low-resolution":[12,69],"images.":[13,70,93,133],"Single-Image":[14],"generally":[16],"handles":[17],"each":[18],"image":[19,153],"independently,":[20],"but":[21],"ignores":[22],"the":[23,36,55,97,102,107,111,138,147],"temporal":[24,37],"information":[25,88,121],"implied":[26],"in":[27,54],"continuing":[28],"frames.":[29],"Multi-frame":[30],"is":[32,82],"able":[33],"model":[35],"dependency":[38],"via":[39],"capturing":[40],"motion":[41,65],"information.":[42],"However,":[43],"it":[44],"relies":[45],"on":[46,67,123],"neighbouring":[47],"frames":[48],"which":[49],"not":[51],"always":[52],"available":[53],"real":[56],"world.":[57],"Meanwhile,":[58],"slight":[59],"camera":[60],"shake":[61],"easily":[62],"causes":[63],"heavy":[64],"blur":[66],"long-distance-shot":[68],"To":[71],"address":[72],"these":[73],"problems,":[74],"a":[75],"Blind":[76],"Motion":[77],"Deblurring":[78],"Super-Reslution":[79],"Networks,":[80],"BMDSRNet,":[81],"proposed":[83,108,139],"learn":[85,118],"dynamic":[86],"spatio-temporal":[87,120],"from":[89],"single":[90],"static":[91],"motion-blurred":[92],"Motion-blurred":[94],"images":[95],"accumulation":[98],"over":[99],"time":[100],"during":[101],"exposure":[103],"of":[104],"cameras,":[105],"while":[106],"BMDSRNet":[109,140],"learns":[110],"reverse":[112],"process":[113],"uses":[115],"three-streams":[116],"Bidirectional":[119],"based":[122],"well":[124],"designed":[125],"reconstruction":[126],"loss":[127],"functions":[128],"recover":[130],"clean":[131],"high-resolution":[132],"Extensive":[134],"experiments":[135],"demonstrate":[136],"that":[137],"outperforms":[141],"recent":[142],"state-of-the-art":[143],"methods,":[144],"has":[146],"ability":[148],"simultaneously":[150],"deal":[151],"with":[152],"deblurring":[154],"SR.":[156]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2021-06-07T00:00:00"}
