{"id":"https://openalex.org/W4391307236","doi":"https://doi.org/10.1109/icspcc59353.2023.10400225","title":"Image Super-Resolution and FPGA Hardware Design","display_name":"Image Super-Resolution and FPGA Hardware Design","publication_year":2023,"publication_date":"2023-11-14","ids":{"openalex":"https://openalex.org/W4391307236","doi":"https://doi.org/10.1109/icspcc59353.2023.10400225"},"language":"en","primary_location":{"id":"doi:10.1109/icspcc59353.2023.10400225","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icspcc59353.2023.10400225","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC)","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/A5044579237","display_name":"Wenqin Luo","orcid":null},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Wenqin Luo","raw_affiliation_strings":["City University of Hong Kong,Department of Electrical Engineering,Hong Kong SAR, China","Department of Electrical Engineering, City University of Hong Kong, Hong Kong SAR, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"City University of Hong Kong,Department of Electrical Engineering,Hong Kong SAR, China","institution_ids":["https://openalex.org/I168719708"]},{"raw_affiliation_string":"Department of Electrical Engineering, City University of Hong Kong, Hong Kong SAR, China","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065705195","display_name":"Patrick C. K. Hung","orcid":"https://orcid.org/0000-0002-9903-4862"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Patrick Hung","raw_affiliation_strings":["City University of Hong Kong,Department of Electrical Engineering,Hong Kong SAR, China","Department of Electrical Engineering, City University of Hong Kong, Hong Kong SAR, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"City University of Hong Kong,Department of Electrical Engineering,Hong Kong SAR, China","institution_ids":["https://openalex.org/I168719708"]},{"raw_affiliation_string":"Department of Electrical Engineering, City University of Hong Kong, Hong Kong SAR, China","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100385178","display_name":"Shiqi Wang","orcid":"https://orcid.org/0000-0002-3583-959X"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Shiqi Wang","raw_affiliation_strings":["City University of Hong Kong,Department of Electrical Engineering,Hong Kong SAR, China","Department of Electrical Engineering, City University of Hong Kong, Hong Kong SAR, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"City University of Hong Kong,Department of Electrical Engineering,Hong Kong SAR, China","institution_ids":["https://openalex.org/I168719708"]},{"raw_affiliation_string":"Department of Electrical Engineering, City University of Hong Kong, Hong Kong SAR, China","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077847474","display_name":"Ray C. C. Cheung","orcid":"https://orcid.org/0000-0002-6764-0729"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Ray C.C. Cheung","raw_affiliation_strings":["City University of Hong Kong,Department of Electrical Engineering,Hong Kong SAR, China","Department of Electrical Engineering, City University of Hong Kong, Hong Kong SAR, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"City University of Hong Kong,Department of Electrical Engineering,Hong Kong SAR, China","institution_ids":["https://openalex.org/I168719708"]},{"raw_affiliation_string":"Department of Electrical Engineering, City University of Hong Kong, Hong Kong SAR, China","institution_ids":["https://openalex.org/I168719708"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I168719708"],"apc_list":null,"apc_paid":null,"fwci":0.1214,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.49058746,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9835000038146973,"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":0.9835000038146973,"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/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9797000288963318,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9772999882698059,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.810447096824646},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7209259867668152},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.5471372604370117},{"id":"https://openalex.org/keywords/resolution","display_name":"Resolution (logic)","score":0.535982072353363},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4760453701019287},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3807412087917328},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.34314653277397156},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.2429105043411255},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2067723274230957}],"concepts":[{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.810447096824646},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7209259867668152},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.5471372604370117},{"id":"https://openalex.org/C138268822","wikidata":"https://www.wikidata.org/wiki/Q1051925","display_name":"Resolution (logic)","level":2,"score":0.535982072353363},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4760453701019287},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3807412087917328},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.34314653277397156},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.2429105043411255},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2067723274230957}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icspcc59353.2023.10400225","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icspcc59353.2023.10400225","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1885185971","https://openalex.org/W2157494358","https://openalex.org/W2194775991","https://openalex.org/W2476548250","https://openalex.org/W2963470893","https://openalex.org/W2963966343","https://openalex.org/W3204491849","https://openalex.org/W6802807213"],"related_works":["https://openalex.org/W2111241003","https://openalex.org/W4200391368","https://openalex.org/W2210979487","https://openalex.org/W2074043759","https://openalex.org/W3042736233","https://openalex.org/W1967938402","https://openalex.org/W2386041993","https://openalex.org/W1608572506","https://openalex.org/W2160474882","https://openalex.org/W2056165575"],"abstract_inverted_index":{"Super-resolution":[0],"(SR)":[1],"reconstruction":[2],"technology":[3],"refers":[4],"to":[5,11,78,83],"restoring":[6],"a":[7,12,17,48,80],"given":[8],"low-resolution":[9],"image":[10,15,25],"corre-sponding":[13],"high-resolution":[14],"through":[16],"specific":[18],"method.":[19],"This":[20],"article":[21,106],"proposes":[22],"an":[23,52],"FPGA-based":[24],"super-resolution":[26],"method":[27],"that":[28],"reduces":[29],"system":[30,127],"runtime":[31],"and":[32,51,65,71,90,112,115,120,125],"computational":[33],"resource":[34],"usage":[35],"while":[36],"maintaining":[37],"high-quality":[38],"images.":[39],"In":[40,61],"terms":[41],"of":[42,122],"software":[43,124],"implementation,":[44,63],"this":[45,72,105],"project":[46,73],"uses":[47],"Resnet-based":[49],"model":[50,58,96,113],"SR":[53,67,93],"Generative":[54],"Adversarial":[55],"Network":[56],"(SRGAN)":[57],"for":[59],"experiments.":[60],"hardware":[62,101,116,126],"Squeeze":[64],"Excitation":[66],"(SESR)":[68],"is":[69,107],"adopted":[70],"calls":[74],"the":[75,85,92,98,118,123],"Zynq":[76],"DPU":[77],"generate":[79],"bit":[81],"stream":[82],"cover":[84],"Field":[86],"Programmable":[87],"Gates":[88],"Arrays(FPGA)":[89],"deploy":[91],"neural":[94],"network":[95],"on":[97],"FPGA.":[99],"The":[100],"platform":[102],"used":[103],"in":[104,132],"Ultra96V2.":[108],"With":[109],"optimized":[110],"algorithm":[111],"training":[114],"compilation,":[117],"PSNR":[119],"SSIM":[121],"can":[128],"achieve":[129],"considerable":[130],"performance":[131],"power":[133],"consumption.":[134]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}