{"id":"https://openalex.org/W4310644579","doi":"https://doi.org/10.1109/tpami.2022.3226276","title":"Rank-One Prior: Real-Time Scene Recovery","display_name":"Rank-One Prior: Real-Time Scene Recovery","publication_year":2022,"publication_date":"2022-12-02","ids":{"openalex":"https://openalex.org/W4310644579","doi":"https://doi.org/10.1109/tpami.2022.3226276","pmid":"https://pubmed.ncbi.nlm.nih.gov/36459605"},"language":"en","primary_location":{"id":"doi:10.1109/tpami.2022.3226276","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2022.3226276","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5100362052","display_name":"Jun Liu","orcid":"https://orcid.org/0000-0003-2073-8320"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Liu","raw_affiliation_strings":["Key Laboratory of Applied Statistics of MOE/School of Mathematics and Statistics, Changchun, Jilin, China"],"raw_orcid":"https://orcid.org/0000-0003-2073-8320","affiliations":[{"raw_affiliation_string":"Key Laboratory of Applied Statistics of MOE/School of Mathematics and Statistics, Changchun, Jilin, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061907283","display_name":"Ryan Wen Liu","orcid":"https://orcid.org/0000-0002-1591-5583"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ryan Wen Liu","raw_affiliation_strings":["School of Navigation, Wuhan University of Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-1591-5583","affiliations":[{"raw_affiliation_string":"School of Navigation, Wuhan University of Technology, Wuhan, China","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090104873","display_name":"Jianing Sun","orcid":"https://orcid.org/0000-0003-1581-3584"},"institutions":[{"id":"https://openalex.org/I184983240","display_name":"Northeast Normal University","ror":"https://ror.org/02rkvz144","country_code":"CN","type":"education","lineage":["https://openalex.org/I184983240"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianing Sun","raw_affiliation_strings":["School of Mathematics and Statistics, Northeast Normal University, Changchun, Jilin, China"],"raw_orcid":"https://orcid.org/0000-0003-1581-3584","affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Northeast Normal University, Changchun, Jilin, China","institution_ids":["https://openalex.org/I184983240"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059443966","display_name":"Tieyong Zeng","orcid":"https://orcid.org/0000-0002-0688-202X"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Tieyong Zeng","raw_affiliation_strings":["Department of Mathematics, The Chinese University of Hong Kong, Shatin, NT, Hong Kong"],"raw_orcid":"https://orcid.org/0000-0002-0688-202X","affiliations":[{"raw_affiliation_string":"Department of Mathematics, The Chinese University of Hong Kong, Shatin, NT, Hong Kong","institution_ids":["https://openalex.org/I177725633"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.9895,"has_fulltext":false,"cited_by_count":138,"citation_normalized_percentile":{"value":0.98809342,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"45","issue":"7","first_page":"8845","last_page":"8860"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":1.0,"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":1.0,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9994000196456909,"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/computer-science","display_name":"Computer science","score":0.7734315395355225},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6953263282775879},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6817238330841064},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6486730575561523},{"id":"https://openalex.org/keywords/underwater","display_name":"Underwater","score":0.6306207180023193},{"id":"https://openalex.org/keywords/superimposition","display_name":"Superimposition","score":0.5316831469535828},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.49945926666259766},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.48923182487487793},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.36501914262771606},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.3490888178348541},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1234610378742218}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7734315395355225},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6953263282775879},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6817238330841064},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6486730575561523},{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.6306207180023193},{"id":"https://openalex.org/C143874112","wikidata":"https://www.wikidata.org/wiki/Q7643452","display_name":"Superimposition","level":2,"score":0.5316831469535828},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.49945926666259766},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.48923182487487793},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.36501914262771606},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3490888178348541},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1234610378742218},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tpami.2022.3226276","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2022.3226276","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},{"id":"pmid:36459605","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36459605","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 pattern analysis and machine intelligence","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2152663233","display_name":null,"funder_award_id":"2412020FZ023","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G2315824198","display_name":null,"funder_award_id":"12071069","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2959613051","display_name":null,"funder_award_id":"CRF 8730063","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G3414608538","display_name":null,"funder_award_id":"14302920","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G3458297296","display_name":null,"funder_award_id":"2021YFE0203700","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G3647925574","display_name":null,"funder_award_id":"2020YFA0714102","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5945138153","display_name":null,"funder_award_id":"NSFC/RGCN_CUHK 415/19","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6608597649","display_name":null,"funder_award_id":"RGC 14300219","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G8346035786","display_name":null,"funder_award_id":"52271365","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8652220183","display_name":null,"funder_award_id":"14301121","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G8890488292","display_name":null,"funder_award_id":"ITF MHP/038/20","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322942","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":104,"referenced_works":["https://openalex.org/W1973762811","https://openalex.org/W1976263166","https://openalex.org/W1986086122","https://openalex.org/W1990592195","https://openalex.org/W2002299629","https://openalex.org/W2009071067","https://openalex.org/W2012579661","https://openalex.org/W2028763589","https://openalex.org/W2028990532","https://openalex.org/W2054814429","https://openalex.org/W2055447163","https://openalex.org/W2057995993","https://openalex.org/W2058749767","https://openalex.org/W2063080140","https://openalex.org/W2065002911","https://openalex.org/W2067134752","https://openalex.org/W2076205488","https://openalex.org/W2077862666","https://openalex.org/W2081140338","https://openalex.org/W2083610878","https://openalex.org/W2097900287","https://openalex.org/W2102166818","https://openalex.org/W2110644821","https://openalex.org/W2114867966","https://openalex.org/W2116899452","https://openalex.org/W2121880036","https://openalex.org/W2128254161","https://openalex.org/W2147318913","https://openalex.org/W2156936307","https://openalex.org/W2157051025","https://openalex.org/W2164278908","https://openalex.org/W2256362396","https://openalex.org/W2293581118","https://openalex.org/W2406680600","https://openalex.org/W2467473805","https://openalex.org/W2468596194","https://openalex.org/W2518979500","https://openalex.org/W2519481857","https://openalex.org/W2522567101","https://openalex.org/W2523532944","https://openalex.org/W2566376500","https://openalex.org/W2587107113","https://openalex.org/W2698984883","https://openalex.org/W2752480486","https://openalex.org/W2759428153","https://openalex.org/W2763503841","https://openalex.org/W2767420414","https://openalex.org/W2779176852","https://openalex.org/W2783488367","https://openalex.org/W2791710889","https://openalex.org/W2794405642","https://openalex.org/W2895176907","https://openalex.org/W2897177665","https://openalex.org/W2899026108","https://openalex.org/W2901543290","https://openalex.org/W2948354154","https://openalex.org/W2948400274","https://openalex.org/W2948606054","https://openalex.org/W2950524558","https://openalex.org/W2962782447","https://openalex.org/W2962944749","https://openalex.org/W2963152299","https://openalex.org/W2963928582","https://openalex.org/W2967233860","https://openalex.org/W2970000210","https://openalex.org/W2970209483","https://openalex.org/W2970360808","https://openalex.org/W2971483169","https://openalex.org/W2983488121","https://openalex.org/W2985194834","https://openalex.org/W2985321619","https://openalex.org/W2987190912","https://openalex.org/W2990007814","https://openalex.org/W2990176100","https://openalex.org/W2996367318","https://openalex.org/W2997763120","https://openalex.org/W2998249728","https://openalex.org/W3006771233","https://openalex.org/W3009406242","https://openalex.org/W3010589601","https://openalex.org/W3021850033","https://openalex.org/W3035731588","https://openalex.org/W3040725645","https://openalex.org/W3063016731","https://openalex.org/W3090781228","https://openalex.org/W3094797692","https://openalex.org/W3096115256","https://openalex.org/W3097698292","https://openalex.org/W3105901005","https://openalex.org/W3119525307","https://openalex.org/W3153844346","https://openalex.org/W3173269149","https://openalex.org/W3174849075","https://openalex.org/W3177373942","https://openalex.org/W3181175604","https://openalex.org/W3199334903","https://openalex.org/W3203499574","https://openalex.org/W4221138646","https://openalex.org/W4250935127","https://openalex.org/W4300432472","https://openalex.org/W6668238535","https://openalex.org/W6713968949","https://openalex.org/W6765781277","https://openalex.org/W6767022471"],"related_works":["https://openalex.org/W1065848034","https://openalex.org/W3105418574","https://openalex.org/W2105308189","https://openalex.org/W2776283774","https://openalex.org/W277047599","https://openalex.org/W2086163020","https://openalex.org/W2883861955","https://openalex.org/W2415495027","https://openalex.org/W3176779361","https://openalex.org/W3163022079"],"abstract_inverted_index":{"Scene":[0],"recovery":[1,27,112,119],"is":[2,95],"a":[3,23,52,55,73,87],"fundamental":[4],"imaging":[5,62,128],"task":[6],"with":[7,58,90],"several":[8,126],"practical":[9],"applications,":[10],"including":[11],"video":[12],"surveillance":[13],"and":[14,42,134],"autonomous":[15],"vehicles,":[16],"etc.":[17],"In":[18],"this":[19,78],"article,":[20],"we":[21,70,103],"provide":[22],"new":[24],"real-time":[25,98],"scene":[26,118],"framework":[28],"to":[29,76,108],"restore":[30],"degraded":[31,45],"images":[32],"under":[33],"different":[34],"weather/imaging":[35],"conditions,":[36],"such":[37],"as":[38,51],"underwater,":[39],"sand":[40,65],"dust":[41],"haze.":[43],"A":[44],"image":[46,57],"can":[47,71],"actually":[48],"be":[49],"seen":[50],"superimposition":[53],"of":[54,116,132],"clear":[56],"the":[59,85,91,111,117],"same":[60],"color":[61],"environment":[63],"(underwater,":[64],"or":[66],"haze,":[67],"etc.).":[68],"Mathematically,":[69],"introduce":[72],"rank-one":[74,81],"matrix":[75],"characterize":[77],"phenomenon,":[79],"i.e.,":[80],"prior":[82],"(ROP).":[83],"Using":[84],"prior,":[86],"direct":[88],"method":[89,123],"complexity":[92],"<inline-formula><tex-math":[93,106],"notation=\"LaTeX\">$O(N)$</tex-math></inline-formula>":[94],"derived":[96],"for":[97],"recovery.":[99],"For":[100],"general":[101],"cases,":[102],"develop":[104],"ROP":[105],"notation=\"LaTeX\">$^+$</tex-math></inline-formula>":[107],"further":[109],"improve":[110],"performance.":[113],"Comprehensive":[114],"experiments":[115],"illustrate":[120],"that":[121],"our":[122],"outperforms":[124],"competitively":[125],"state-of-the-art":[127],"methods":[129],"in":[130],"terms":[131],"efficiency":[133],"robustness.":[135]},"counts_by_year":[{"year":2026,"cited_by_count":27},{"year":2025,"cited_by_count":61},{"year":2024,"cited_by_count":38},{"year":2023,"cited_by_count":12}],"updated_date":"2026-07-25T09:21:30.201066","created_date":"2025-10-10T00:00:00"}
