{"id":"https://openalex.org/W4417150142","doi":"https://doi.org/10.3390/a18120775","title":"Zero-3DCE: A Low-Light Video Enhancement for More Robust Computer Vision Tasks","display_name":"Zero-3DCE: A Low-Light Video Enhancement for More Robust Computer Vision Tasks","publication_year":2025,"publication_date":"2025-12-09","ids":{"openalex":"https://openalex.org/W4417150142","doi":"https://doi.org/10.3390/a18120775"},"language":"en","primary_location":{"id":"doi:10.3390/a18120775","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a18120775","pdf_url":"https://www.mdpi.com/1999-4893/18/12/775/pdf?version=1765264100","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-4893/18/12/775/pdf?version=1765264100","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5117234303","display_name":"Mpilo Mbulelo Tatana","orcid":"https://orcid.org/0000-0002-7804-9598"},"institutions":[{"id":"https://openalex.org/I177181097","display_name":"Durban University of Technology","ror":"https://ror.org/0303y7a51","country_code":"ZA","type":"education","lineage":["https://openalex.org/I177181097"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Mpilo Mbulelo Tatana","raw_affiliation_strings":["Department of Electronic and Computer Engineering, Durban University of Technology, Durban 4001, South Africa"],"affiliations":[{"raw_affiliation_string":"Department of Electronic and Computer Engineering, Durban University of Technology, Durban 4001, South Africa","institution_ids":["https://openalex.org/I177181097"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050391933","display_name":"Rito Clifford Maswanganyi","orcid":null},"institutions":[{"id":"https://openalex.org/I177181097","display_name":"Durban University of Technology","ror":"https://ror.org/0303y7a51","country_code":"ZA","type":"education","lineage":["https://openalex.org/I177181097"]}],"countries":["ZA"],"is_corresponding":true,"raw_author_name":"Rito Clifford Maswanganyi","raw_affiliation_strings":["Department of Electronic and Computer Engineering, Durban University of Technology, Durban 4001, South Africa"],"affiliations":[{"raw_affiliation_string":"Department of Electronic and Computer Engineering, Durban University of Technology, Durban 4001, South Africa","institution_ids":["https://openalex.org/I177181097"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091745928","display_name":"Philani Khumalo","orcid":"https://orcid.org/0000-0002-6641-8894"},"institutions":[{"id":"https://openalex.org/I177181097","display_name":"Durban University of Technology","ror":"https://ror.org/0303y7a51","country_code":"ZA","type":"education","lineage":["https://openalex.org/I177181097"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Philani Khumalo","raw_affiliation_strings":["Department of Electronic and Computer Engineering, Durban University of Technology, Durban 4001, South Africa"],"affiliations":[{"raw_affiliation_string":"Department of Electronic and Computer Engineering, Durban University of Technology, Durban 4001, South Africa","institution_ids":["https://openalex.org/I177181097"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5050391933"],"corresponding_institution_ids":["https://openalex.org/I177181097"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.39515622,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"18","issue":"12","first_page":"775","last_page":"775"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.7621999979019165,"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/T11019","display_name":"Image Enhancement Techniques","score":0.7621999979019165,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.04439999908208847,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.03150000050663948,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.6915000081062317},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6187000274658203},{"id":"https://openalex.org/keywords/separable-space","display_name":"Separable space","score":0.569100022315979},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.519599974155426},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4275999963283539},{"id":"https://openalex.org/keywords/spatial-analysis","display_name":"Spatial analysis","score":0.38940000534057617},{"id":"https://openalex.org/keywords/performance-enhancement","display_name":"Performance enhancement","score":0.3077999949455261}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.794700026512146},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7275000214576721},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.6915000081062317},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.633899986743927},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6187000274658203},{"id":"https://openalex.org/C70710897","wikidata":"https://www.wikidata.org/wiki/Q680081","display_name":"Separable space","level":2,"score":0.569100022315979},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.519599974155426},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4275999963283539},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.38940000534057617},{"id":"https://openalex.org/C2986800882","wikidata":"https://www.wikidata.org/wiki/Q7168187","display_name":"Performance enhancement","level":2,"score":0.3077999949455261},{"id":"https://openalex.org/C65483669","wikidata":"https://www.wikidata.org/wiki/Q3536669","display_name":"Video processing","level":2,"score":0.3052000105381012},{"id":"https://openalex.org/C3017601658","wikidata":"https://www.wikidata.org/wiki/Q545981","display_name":"Image enhancement","level":3,"score":0.28459998965263367},{"id":"https://openalex.org/C160920958","wikidata":"https://www.wikidata.org/wiki/Q7662746","display_name":"Synthetic data","level":2,"score":0.27889999747276306},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.2689000070095062},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.2630999982357025},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.2531999945640564},{"id":"https://openalex.org/C70136482","wikidata":"https://www.wikidata.org/wiki/Q13583781","display_name":"A-weighting","level":3,"score":0.25049999356269836}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/a18120775","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a18120775","pdf_url":"https://www.mdpi.com/1999-4893/18/12/775/pdf?version=1765264100","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2846128b0102429aa1d117a42059a036","is_oa":true,"landing_page_url":"https://doaj.org/article/2846128b0102429aa1d117a42059a036","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Algorithms, Vol 18, Iss 12, p 775 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/a18120775","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a18120775","pdf_url":"https://www.mdpi.com/1999-4893/18/12/775/pdf?version=1765264100","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7206583714","display_name":null,"funder_award_id":"PMDS230505102760","funder_id":"https://openalex.org/F4320320671","funder_display_name":"National Research Foundation"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4417150142.pdf","grobid_xml":"https://content.openalex.org/works/W4417150142.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W1580389772","https://openalex.org/W1987444808","https://openalex.org/W2254039850","https://openalex.org/W2566376500","https://openalex.org/W2804455831","https://openalex.org/W3013338555","https://openalex.org/W3035731588","https://openalex.org/W3121661546","https://openalex.org/W3214264009","https://openalex.org/W3215386047","https://openalex.org/W4210543228","https://openalex.org/W4381198761","https://openalex.org/W4386066507","https://openalex.org/W4386364276","https://openalex.org/W4390403420","https://openalex.org/W4392759181","https://openalex.org/W4398253628","https://openalex.org/W4406154709","https://openalex.org/W4406328007","https://openalex.org/W4408168225","https://openalex.org/W4412713676"],"related_works":[],"abstract_inverted_index":{"Low-light":[0],"video":[1,16],"enhancement":[2,81],"remains":[3],"a":[4,22,70,105],"challenge,":[5],"specifically":[6],"due":[7],"to":[8,61,77,142],"the":[9,75],"challenging":[10],"task":[11],"of":[12,25,107],"acquiring":[13],"paired":[14],"low-light":[15,98,118],"data.":[17,111],"This":[18],"paper":[19],"proposes":[20],"Zero-3DCE,":[21],"3D":[23,34,63,125],"version":[24],"Zero-DCE.":[26],"Zero-3DCE":[27,93,115,131],"differs":[28],"from":[29],"Zero-DCE":[30,133],"by":[31,82,134],"(i)":[32],"introducing":[33],"separable":[35],"convolutions":[36,58],"for":[37,44,54],"temporal":[38],"consistency,":[39],"(ii)":[40],"integrating":[41],"spatial":[42,71,85],"attention":[43,72],"region-specific":[45],"enhancement,":[46],"and":[47,51,109,124,139,149],"(iii)":[48],"combining":[49],"MS-SSIM":[50],"edge-based":[52],"losses":[53],"structural":[55,150],"preservation.":[56],"Separable":[57],"are":[59],"utilized":[60],"capture":[62],"data":[64,126],"while":[65,69,127],"maintaining":[66],"real-time":[67,129],"speed,":[68],"network":[73],"guides":[74],"model":[76,101],"regions":[78,86],"that":[79,114],"require":[80],"adaptively":[83],"weighting":[84],"across":[87],"all":[88],"channels.":[89],"Coupled":[90],"with":[91,104],"YOLOv11m,":[92],"improves":[94],"detection":[95],"accuracy":[96],"under":[97],"conditions.":[99],"The":[100],"is":[102],"trained":[103],"combination":[106],"single-frame":[108],"multi-frame":[110],"Results":[112],"showed":[113],"outperformed":[116],"other":[117],"enhancers":[119],"in":[120,137],"enhancing":[121],"both":[122],"2D":[123],"achieving":[128],"speeds.":[130],"outperforms":[132],"+3.4":[135],"dB":[136],"PSNR,":[138],"achieves":[140],"up":[141],"0.11":[143],"higher":[144],"SSIM,":[145],"demonstrating":[146],"significant":[147],"perceptual":[148],"enhancement.":[151]},"counts_by_year":[],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-12-09T00:00:00"}