{"id":"https://openalex.org/W4403510703","doi":"https://doi.org/10.1109/tcsvt.2024.3482436","title":"Neuromorphic Imaging With Super-Resolution","display_name":"Neuromorphic Imaging With Super-Resolution","publication_year":2024,"publication_date":"2024-10-17","ids":{"openalex":"https://openalex.org/W4403510703","doi":"https://doi.org/10.1109/tcsvt.2024.3482436"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2024.3482436","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2024.3482436","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","raw_type":"journal-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/A5100415699","display_name":"Pei Zhang","orcid":"https://orcid.org/0000-0003-1423-7992"},"institutions":[{"id":"https://openalex.org/I2800906782","display_name":"Hong Kong Science and Technology Parks Corporation","ror":"https://ror.org/05q8mqd91","country_code":"HK","type":"nonprofit","lineage":["https://openalex.org/I2800906782"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Pei Zhang","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong, SAR, China","Department of Electrical and Electronic Engineering, The University of Hong Kong, Pokfulam, Hong Kong SAR, China","ACCESS -AI Chip Center for Emerging Smart Systems, Hong Kong Science Park, Hong Kong SAR, China"],"raw_orcid":"https://orcid.org/0000-0003-1423-7992","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong, SAR, China","institution_ids":["https://openalex.org/I889458895"]},{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, The University of Hong Kong, Pokfulam, Hong Kong SAR, China","institution_ids":["https://openalex.org/I889458895"]},{"raw_affiliation_string":"ACCESS -AI Chip Center for Emerging Smart Systems, Hong Kong Science Park, Hong Kong SAR, China","institution_ids":["https://openalex.org/I2800906782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010499482","display_name":"Shuo Zhu","orcid":"https://orcid.org/0000-0002-3000-1536"},"institutions":[{"id":"https://openalex.org/I2800906782","display_name":"Hong Kong Science and Technology Parks Corporation","ror":"https://ror.org/05q8mqd91","country_code":"HK","type":"nonprofit","lineage":["https://openalex.org/I2800906782"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Shuo Zhu","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong, SAR, China","Department of Electrical and Electronic Engineering, The University of Hong Kong, Pokfulam, Hong Kong SAR, China","ACCESS -AI Chip Center for Emerging Smart Systems, Hong Kong Science Park, Hong Kong SAR, China"],"raw_orcid":"https://orcid.org/0000-0002-3000-1536","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong, SAR, China","institution_ids":["https://openalex.org/I889458895"]},{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, The University of Hong Kong, Pokfulam, Hong Kong SAR, China","institution_ids":["https://openalex.org/I889458895"]},{"raw_affiliation_string":"ACCESS -AI Chip Center for Emerging Smart Systems, Hong Kong Science Park, Hong Kong SAR, China","institution_ids":["https://openalex.org/I2800906782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027872103","display_name":"Chutian Wang","orcid":"https://orcid.org/0000-0002-5941-8028"},"institutions":[{"id":"https://openalex.org/I2800906782","display_name":"Hong Kong Science and Technology Parks Corporation","ror":"https://ror.org/05q8mqd91","country_code":"HK","type":"nonprofit","lineage":["https://openalex.org/I2800906782"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Chutian Wang","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong, SAR, China","ACCESS -AI Chip Center for Emerging Smart Systems, Hong Kong Science Park, Hong Kong SAR, China","Department of Electrical and Electronic Engineering, The University of Hong Kong, Pokfulam, Hong Kong SAR, China"],"raw_orcid":"https://orcid.org/0000-0002-5941-8028","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong, SAR, China","institution_ids":["https://openalex.org/I889458895"]},{"raw_affiliation_string":"ACCESS -AI Chip Center for Emerging Smart Systems, Hong Kong Science Park, Hong Kong SAR, China","institution_ids":["https://openalex.org/I2800906782"]},{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, The University of Hong Kong, Pokfulam, Hong Kong SAR, China","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yaping Zhao","orcid":"https://orcid.org/0000-0002-3482-0942"},"institutions":[{"id":"https://openalex.org/I2800906782","display_name":"Hong Kong Science and Technology Parks Corporation","ror":"https://ror.org/05q8mqd91","country_code":"HK","type":"nonprofit","lineage":["https://openalex.org/I2800906782"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Yaping Zhao","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong, SAR, China","Department of Electrical and Electronic Engineering, The University of Hong Kong, Pokfulam, Hong Kong SAR, China","ACCESS -AI Chip Center for Emerging Smart Systems, Hong Kong Science Park, Hong Kong SAR, China"],"raw_orcid":"https://orcid.org/0000-0002-3482-0942","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong, SAR, China","institution_ids":["https://openalex.org/I889458895"]},{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, The University of Hong Kong, Pokfulam, Hong Kong SAR, China","institution_ids":["https://openalex.org/I889458895"]},{"raw_affiliation_string":"ACCESS -AI Chip Center for Emerging Smart Systems, Hong Kong Science Park, Hong Kong SAR, China","institution_ids":["https://openalex.org/I2800906782"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008832723","display_name":"Edmund Y. Lam","orcid":"https://orcid.org/0000-0001-6268-950X"},"institutions":[{"id":"https://openalex.org/I2800906782","display_name":"Hong Kong Science and Technology Parks Corporation","ror":"https://ror.org/05q8mqd91","country_code":"HK","type":"nonprofit","lineage":["https://openalex.org/I2800906782"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Edmund Y. Lam","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong, SAR, China","ACCESS -AI Chip Center for Emerging Smart Systems, Hong Kong Science Park, Hong Kong SAR, China","Department of Electrical and Electronic Engineering, The University of Hong Kong, Pokfulam, Hong Kong SAR, China"],"raw_orcid":"https://orcid.org/0000-0001-6268-950X","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong, SAR, China","institution_ids":["https://openalex.org/I889458895"]},{"raw_affiliation_string":"ACCESS -AI Chip Center for Emerging Smart Systems, Hong Kong Science Park, Hong Kong SAR, China","institution_ids":["https://openalex.org/I2800906782"]},{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, The University of Hong Kong, Pokfulam, Hong Kong SAR, China","institution_ids":["https://openalex.org/I889458895"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.3997,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.89428032,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"35","issue":"2","first_page":"1715","last_page":"1727"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.9621000289916992,"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"}},"topics":[{"id":"https://openalex.org/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.9621000289916992,"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/T11183","display_name":"Advanced X-ray Imaging Techniques","score":0.9549000263214111,"subfield":{"id":"https://openalex.org/subfields/3108","display_name":"Radiation"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9531999826431274,"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/neuromorphic-engineering","display_name":"Neuromorphic engineering","score":0.5838138461112976},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5730111598968506},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.5131271481513977},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46094048023223877},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.41654306650161743},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.40003204345703125},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.25323382019996643},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.23707467317581177}],"concepts":[{"id":"https://openalex.org/C151927369","wikidata":"https://www.wikidata.org/wiki/Q1981312","display_name":"Neuromorphic engineering","level":3,"score":0.5838138461112976},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5730111598968506},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.5131271481513977},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46094048023223877},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.41654306650161743},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.40003204345703125},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.25323382019996643},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.23707467317581177}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2024.3482436","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2024.3482436","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2512773060","display_name":"Computational high-resolution microscopy with coherent diffraction and digital holographic imaging","funder_award_id":"17200321","funder_id":"https://openalex.org/F4320321592","funder_display_name":"Research Grants Council, University Grants Committee"},{"id":"https://openalex.org/G5148515747","display_name":"Neuromorphic holographic imaging of microfluidics","funder_award_id":"17201620","funder_id":"https://openalex.org/F4320321592","funder_display_name":"Research Grants Council, University Grants Committee"}],"funders":[{"id":"https://openalex.org/F4320321592","display_name":"Research Grants Council, University Grants Committee","ror":"https://ror.org/00djwmt25"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W206948248","https://openalex.org/W1522301498","https://openalex.org/W1861492603","https://openalex.org/W1980178290","https://openalex.org/W2016574277","https://openalex.org/W2020096355","https://openalex.org/W2062811295","https://openalex.org/W2076661751","https://openalex.org/W2081297346","https://openalex.org/W2567239141","https://openalex.org/W2594491944","https://openalex.org/W2797343523","https://openalex.org/W2904275768","https://openalex.org/W2962785568","https://openalex.org/W2963510238","https://openalex.org/W2963533871","https://openalex.org/W2963704386","https://openalex.org/W2981539886","https://openalex.org/W2998281665","https://openalex.org/W3000845761","https://openalex.org/W3010268791","https://openalex.org/W3015932348","https://openalex.org/W3035564946","https://openalex.org/W3035669331","https://openalex.org/W3082821608","https://openalex.org/W3090440982","https://openalex.org/W3111548021","https://openalex.org/W3122190729","https://openalex.org/W3149210910","https://openalex.org/W3160499679","https://openalex.org/W3188021906","https://openalex.org/W3191528047","https://openalex.org/W3199425519","https://openalex.org/W3203926970","https://openalex.org/W4214881917","https://openalex.org/W4225528085","https://openalex.org/W4249279051","https://openalex.org/W4285530677","https://openalex.org/W4287901537","https://openalex.org/W4293518748","https://openalex.org/W4293731929","https://openalex.org/W4312993639","https://openalex.org/W4317757496","https://openalex.org/W4378696916","https://openalex.org/W4386075690","https://openalex.org/W4386598488","https://openalex.org/W4386902830","https://openalex.org/W4387210507","https://openalex.org/W4392748004","https://openalex.org/W4392930627","https://openalex.org/W4393041958","https://openalex.org/W4399121711","https://openalex.org/W4399511609","https://openalex.org/W4402660149","https://openalex.org/W4402917146","https://openalex.org/W6631190155","https://openalex.org/W6810875472"],"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":{"Neuromorphic":[0],"imaging":[1,206,251],"is":[2,65,81,239],"an":[3,152,234],"emerging":[4],"technique":[5],"that":[6,212],"imitates":[7],"the":[8,112,120,132,160,183,210,221,225,246],"human":[9],"retina":[10],"to":[11,19,53,73,82,111,142,150,215],"sense":[12],"variations":[13],"in":[14,48],"dynamic":[15,35],"scenes.":[16],"It":[17,138,192],"responds":[18],"pixel-level":[20],"brightness":[21],"changes":[22],"by":[23,106],"asynchronous":[24],"streaming":[25],"events":[26],"and":[27,51,60,67,122,165,200,242],"boasts":[28],"microsecond":[29],"temporal":[30],"precision":[31],"over":[32],"a":[33,54,173,240],"high":[34],"range,":[36],"yielding":[37],"blur-free":[38],"recordings":[39],"under":[40,204],"extreme":[41],"illumination.":[42],"Nevertheless,":[43],"this":[44],"modality":[45],"falls":[46],"short":[47],"spatial":[49],"resolution":[50],"leads":[52],"low":[55],"level":[56],"of":[57,124,156,162,227],"visual":[58],"richness":[59],"clarity.":[61],"Pursuing":[62],"hardware":[63],"upgrades":[64],"expensive":[66],"might":[68],"cause":[69],"compromised":[70],"performance":[71],"due":[72],"more":[74,249],"burdens":[75],"on":[76,99,169],"computational":[77],"requirements.":[78],"Another":[79],"option":[80],"harness":[83],"offline,":[84],"plug-in-play":[85],"super-resolution":[86,136],"solutions.":[87],"However,":[88],"existing":[89],"ones,":[90],"which":[91],"demand":[92],"substantial":[93],"sample":[94],"volumes":[95],"for":[96,196,230,248],"lengthy":[97],"training":[98],"massive":[100],"computing":[101],"resources,":[102],"are":[103,213],"largely":[104],"restricted":[105],"real":[107],"data":[108],"availability":[109],"owing":[110],"current":[113,222],"imperfect":[114],"high-resolution":[115,154,228],"devices,":[116],"as":[117,119],"well":[118],"randomness":[121],"variability":[123],"motion.":[125],"To":[126],"tackle":[127],"these":[128],"challenges,":[129],"we":[130],"introduce":[131],"first":[133],"self-supervised":[134],"neuromorphic":[135],"prototype.":[137],"can":[139,178],"be":[140],"self-adaptive":[141],"per":[143],"input":[144],"source":[145],"from":[146],"any":[147,157],"low-resolution":[148],"camera":[149],"estimate":[151],"optimal,":[153],"counterpart":[155],"scale,":[158],"without":[159],"need":[161],"side":[163],"knowledge":[164],"prior":[166],"training.":[167],"Evaluated":[168],"downstream":[170],"tasks,":[171],"such":[172],"simple":[174],"yet":[175],"effective":[176],"method":[177],"obtain":[179],"competitive":[180],"results":[181],"against":[182],"state-of-the-arts,":[184],"significantly":[185],"promoting":[186],"flexibility":[187],"but":[188],"not":[189],"sacrificing":[190],"accuracy.":[191],"also":[193],"delivers":[194],"enhancements":[195],"inferior":[197],"natural":[198],"images":[199],"optical":[201],"micrographs":[202],"acquired":[203],"non-ideal":[205],"conditions,":[207],"breaking":[208],"through":[209],"limitations":[211],"challenging":[214],"overcome":[216],"with":[217],"frame-based":[218],"techniques.":[219],"In":[220],"landscape":[223],"where":[224],"use":[226],"cameras":[229],"event-based":[231],"sensing":[232],"remains":[233],"open":[235],"debate,":[236],"our":[237],"solution":[238],"cost-efficient":[241],"practical":[243],"alternative,":[244],"paving":[245],"way":[247],"intelligent":[250],"systems.":[252]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8}],"updated_date":"2026-07-25T09:21:30.201066","created_date":"2025-10-10T00:00:00"}
