{"id":"https://openalex.org/W4412119664","doi":"https://doi.org/10.1145/3719384.3719415","title":"Fourier Single Pixel Imaging Reconstruction using Deep Image Prior","display_name":"Fourier Single Pixel Imaging Reconstruction using Deep Image Prior","publication_year":2024,"publication_date":"2024-12-14","ids":{"openalex":"https://openalex.org/W4412119664","doi":"https://doi.org/10.1145/3719384.3719415"},"language":"en","primary_location":{"id":"doi:10.1145/3719384.3719415","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3719384.3719415","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3719384.3719415","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 7th Artificial Intelligence and Cloud Computing Conference","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3719384.3719415","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061991004","display_name":"Wei Lun Tey","orcid":"https://orcid.org/0009-0000-3435-9052"},"institutions":[{"id":"https://openalex.org/I931681460","display_name":"Universiti Tunku Abdul Rahman","ror":"https://ror.org/050pq4m56","country_code":"MY","type":"education","lineage":["https://openalex.org/I931681460"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Wei Lun Tey","raw_affiliation_strings":["Lee Kong Chian Faculty of Engineering and Science, Universiti Tunku Abdul Rahman, Kajang, Selangor, Malaysia"],"raw_orcid":"https://orcid.org/0009-0000-3435-9052","affiliations":[{"raw_affiliation_string":"Lee Kong Chian Faculty of Engineering and Science, Universiti Tunku Abdul Rahman, Kajang, Selangor, Malaysia","institution_ids":["https://openalex.org/I931681460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027452709","display_name":"Sing Yee Chua","orcid":"https://orcid.org/0000-0001-6327-4592"},"institutions":[{"id":"https://openalex.org/I931681460","display_name":"Universiti Tunku Abdul Rahman","ror":"https://ror.org/050pq4m56","country_code":"MY","type":"education","lineage":["https://openalex.org/I931681460"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Sing Yee Chua","raw_affiliation_strings":["Lee Kong Chian Faculty of Engineering and Science, Universiti Tunku Abdul Rahman, Kajang, Selangor, Malaysia"],"raw_orcid":"https://orcid.org/0000-0001-6327-4592","affiliations":[{"raw_affiliation_string":"Lee Kong Chian Faculty of Engineering and Science, Universiti Tunku Abdul Rahman, Kajang, Selangor, Malaysia","institution_ids":["https://openalex.org/I931681460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027435183","display_name":"Mau\u2010Luen Tham","orcid":"https://orcid.org/0000-0003-4600-9839"},"institutions":[{"id":"https://openalex.org/I931681460","display_name":"Universiti Tunku Abdul Rahman","ror":"https://ror.org/050pq4m56","country_code":"MY","type":"education","lineage":["https://openalex.org/I931681460"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Mau-Luen Tham","raw_affiliation_strings":["Lee Kong Chian Faculty of Engineering and Science, Universiti Tunku Abdul Rahman, Kajang, Selangor, Malaysia"],"raw_orcid":"https://orcid.org/0000-0003-4600-9839","affiliations":[{"raw_affiliation_string":"Lee Kong Chian Faculty of Engineering and Science, Universiti Tunku Abdul Rahman, Kajang, Selangor, Malaysia","institution_ids":["https://openalex.org/I931681460"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084715657","display_name":"Yeong\u2010Nan Phua","orcid":"https://orcid.org/0000-0002-7120-6626"},"institutions":[{"id":"https://openalex.org/I931681460","display_name":"Universiti Tunku Abdul Rahman","ror":"https://ror.org/050pq4m56","country_code":"MY","type":"education","lineage":["https://openalex.org/I931681460"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Yeong-Nan Phua","raw_affiliation_strings":["Lee Kong Chian Faculty of Engineering and Science, Universiti Tunku Abdul Rahman, Kajang, Selangor, Malaysia"],"raw_orcid":"https://orcid.org/0000-0002-7120-6626","affiliations":[{"raw_affiliation_string":"Lee Kong Chian Faculty of Engineering and Science, Universiti Tunku Abdul Rahman, Kajang, Selangor, Malaysia","institution_ids":["https://openalex.org/I931681460"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I931681460"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.72139303,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"215","last_page":"221"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11996","display_name":"Random lasers and scattering media","score":1.0,"subfield":{"id":"https://openalex.org/subfields/3102","display_name":"Acoustics and Ultrasonics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11996","display_name":"Random lasers and scattering media","score":1.0,"subfield":{"id":"https://openalex.org/subfields/3102","display_name":"Acoustics and Ultrasonics"},"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":0.9986000061035156,"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/T12153","display_name":"Advanced Optical Sensing Technologies","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/3105","display_name":"Instrumentation"},"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/computer-science","display_name":"Computer science","score":0.6440528631210327},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6278092861175537},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6260055899620056},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.6224852800369263},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.6195180416107178},{"id":"https://openalex.org/keywords/fourier-transform","display_name":"Fourier transform","score":0.506787121295929},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.4263409376144409},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4208376109600067},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.3610787093639374},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.3352670967578888},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15046700835227966}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6440528631210327},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6278092861175537},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6260055899620056},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.6224852800369263},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.6195180416107178},{"id":"https://openalex.org/C102519508","wikidata":"https://www.wikidata.org/wiki/Q6520159","display_name":"Fourier transform","level":2,"score":0.506787121295929},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.4263409376144409},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4208376109600067},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3610787093639374},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3352670967578888},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15046700835227966},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3719384.3719415","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3719384.3719415","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3719384.3719415","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 7th Artificial Intelligence and Cloud Computing Conference","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3719384.3719415","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3719384.3719415","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3719384.3719415","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 7th Artificial Intelligence and Cloud Computing Conference","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321398","display_name":"Universiti Tunku Abdul Rahman","ror":"https://ror.org/050pq4m56"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412119664.pdf","grobid_xml":"https://content.openalex.org/works/W4412119664.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W113877133","https://openalex.org/W215794665","https://openalex.org/W2027503083","https://openalex.org/W2031191822","https://openalex.org/W2070145771","https://openalex.org/W2078204800","https://openalex.org/W2104266187","https://openalex.org/W2122548617","https://openalex.org/W2125455772","https://openalex.org/W2135046866","https://openalex.org/W2145096794","https://openalex.org/W2587649600","https://openalex.org/W2883198068","https://openalex.org/W2901589656","https://openalex.org/W2970406521","https://openalex.org/W3109246434","https://openalex.org/W3118884778","https://openalex.org/W3197560224","https://openalex.org/W4236965008","https://openalex.org/W4250955649","https://openalex.org/W4360995286","https://openalex.org/W4394690327"],"related_works":["https://openalex.org/W3135697610","https://openalex.org/W2085033728","https://openalex.org/W4285411112","https://openalex.org/W2171299904","https://openalex.org/W1647606319","https://openalex.org/W2922442631","https://openalex.org/W4390494008","https://openalex.org/W2053596378","https://openalex.org/W2168523118","https://openalex.org/W2073639911"],"abstract_inverted_index":{"Single":[0,16],"pixel":[1,17,33],"Imaging":[2,18],"(SPI)":[3],"is":[4,51,62,72,147],"capable":[5],"of":[6,25,39,46,57],"handling":[7],"imaging":[8],"conditions":[9],"in":[10,94,102,145],"low":[11],"light":[12,40],"or":[13],"unusual":[14],"wavelengths.Fourier":[15],"(FSI)":[19],"produces":[20],"images":[21,93],"through":[22],"the":[23,44,55,60,66,103,107,110,130,142],"acquisition":[24],"Fourier":[26],"domain":[27],"information":[28],"by":[29],"utilizing":[30,82],"a":[31,37,83],"single":[32],"detector,":[34],"along":[35],"with":[36,129],"sequence":[38],"modulation":[41],"patterns.To":[42],"increase":[43],"efficiency":[45,144],"FSI,":[47],"Compressed":[48],"Sensing":[49],"(CS)":[50],"implemented":[52,116],"to":[53,91,99],"reduce":[54],"number":[56],"samples":[58],"needed.Traditionally,":[59],"image":[61,108,119,136],"subsequently":[63],"reconstructed":[64],"using":[65],"Total":[67],"Variation":[68],"(TV)":[69],"method":[70,132],"which":[71],"computationally":[73],"expensive.Hence,":[74],"this":[75],"paper":[76],"proposes":[77],"Deep":[78],"Image":[79],"Prior":[80],"(DIP)":[81],"deep":[84],"untrained":[85],"convolutional":[86],"network":[87],"as":[88,109],"an":[89],"alternative":[90],"reconstruct":[92],"FSI.DIP":[95],"has":[96],"been":[97],"proven":[98],"work":[100],"well":[101],"denoising":[104],"field,":[105],"treating":[106],"noisy":[111],"input,":[112],"DIP":[113,131],"can":[114],"be":[115],"for":[117],"FSI":[118,146],"reconstruction":[120,143],"without":[121],"any":[122],"modification.The":[123],"results":[124],"indicate":[125],"that":[126],"replacing":[127],"TV":[128],"achieves":[133],"overall":[134],"better":[135],"quality":[137],"and":[138],"reduced":[139],"processing":[140],"time.Consequently,":[141],"improved.":[148]},"counts_by_year":[],"updated_date":"2026-07-31T08:31:51.225901","created_date":"2025-10-10T00:00:00"}