{"id":"https://openalex.org/W2290736026","doi":"https://doi.org/10.1109/tmm.2016.2515997","title":"Consistent Coding Scheme for Single-Image Super-Resolution Via Independent Dictionaries","display_name":"Consistent Coding Scheme for Single-Image Super-Resolution Via Independent Dictionaries","publication_year":2016,"publication_date":"2016-01-08","ids":{"openalex":"https://openalex.org/W2290736026","doi":"https://doi.org/10.1109/tmm.2016.2515997","mag":"2290736026"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2016.2515997","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2016.2515997","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","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/A5026184280","display_name":"Wenming Yang","orcid":"https://orcid.org/0000-0002-2506-1286"},"institutions":[{"id":"https://openalex.org/I3131625388","display_name":"University Town of Shenzhen","ror":"https://ror.org/05f5j6225","country_code":"CN","type":"education","lineage":["https://openalex.org/I3131625388"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenming Yang","raw_affiliation_strings":["Shenzhen Key Laboratory of Information Science and Technology, Shenzhen Engineering Laboratory of IS&DRM, Department of Electronics Engineering, Graduate School at Shenzhen, Tsinghua University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen Key Laboratory of Information Science and Technology, Shenzhen Engineering Laboratory of IS&DRM, Department of Electronics Engineering, Graduate School at Shenzhen, Tsinghua University, Shenzhen, China","institution_ids":["https://openalex.org/I3131625388","https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101835756","display_name":"Yapeng Tian","orcid":"https://orcid.org/0000-0003-1423-4513"},"institutions":[{"id":"https://openalex.org/I3131625388","display_name":"University Town of Shenzhen","ror":"https://ror.org/05f5j6225","country_code":"CN","type":"education","lineage":["https://openalex.org/I3131625388"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yapeng Tian","raw_affiliation_strings":["Shenzhen Key Laboratory of Information Science and Technology, Shenzhen Engineering Laboratory of IS&DRM, Department of Electronics Engineering, Graduate School at Shenzhen, Tsinghua University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen Key Laboratory of Information Science and Technology, Shenzhen Engineering Laboratory of IS&DRM, Department of Electronics Engineering, Graduate School at Shenzhen, Tsinghua University, Shenzhen, China","institution_ids":["https://openalex.org/I3131625388","https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090831580","display_name":"Fei Zhou","orcid":"https://orcid.org/0000-0003-1216-2181"},"institutions":[{"id":"https://openalex.org/I3131625388","display_name":"University Town of Shenzhen","ror":"https://ror.org/05f5j6225","country_code":"CN","type":"education","lineage":["https://openalex.org/I3131625388"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Zhou","raw_affiliation_strings":["Shenzhen Key Laboratory of Information Science and Technology, Shenzhen Engineering Laboratory of IS&DRM, Department of Electronics Engineering, Graduate School at Shenzhen, Tsinghua University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen Key Laboratory of Information Science and Technology, Shenzhen Engineering Laboratory of IS&DRM, Department of Electronics Engineering, Graduate School at Shenzhen, Tsinghua University, Shenzhen, China","institution_ids":["https://openalex.org/I3131625388","https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009239895","display_name":"Qingmin Liao","orcid":"https://orcid.org/0000-0002-7509-3964"},"institutions":[{"id":"https://openalex.org/I3131625388","display_name":"University Town of Shenzhen","ror":"https://ror.org/05f5j6225","country_code":"CN","type":"education","lineage":["https://openalex.org/I3131625388"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingmin Liao","raw_affiliation_strings":["Shenzhen Key Laboratory of Information Science and Technology, Shenzhen Engineering Laboratory of IS&DRM, Department of Electronics Engineering, Graduate School at Shenzhen, Tsinghua University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen Key Laboratory of Information Science and Technology, Shenzhen Engineering Laboratory of IS&DRM, Department of Electronics Engineering, Graduate School at Shenzhen, Tsinghua University, Shenzhen, China","institution_ids":["https://openalex.org/I3131625388","https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033270758","display_name":"Chen Hai","orcid":"https://orcid.org/0000-0002-3113-252X"},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hai Chen","raw_affiliation_strings":["Huawei Technologies Co., Ltd., Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huawei Technologies Co., Ltd., Shenzhen, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110957543","display_name":"Chenglin Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenglin Zheng","raw_affiliation_strings":["Huawei Technologies Co., Ltd., Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huawei Technologies Co., Ltd., Shenzhen, China","institution_ids":["https://openalex.org/I2250955327"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.3621,"has_fulltext":false,"cited_by_count":58,"citation_normalized_percentile":{"value":0.96249502,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"18","issue":"3","first_page":"313","last_page":"325"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9970999956130981,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9966999888420105,"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/smoothing","display_name":"Smoothing","score":0.7287437915802002},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6639343500137329},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.584883987903595},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.5540227890014648},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5425028204917908},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.47725531458854675},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.4679039418697357},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.452253133058548},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4427880346775055},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3332717716693878},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2501485049724579}],"concepts":[{"id":"https://openalex.org/C3770464","wikidata":"https://www.wikidata.org/wiki/Q775963","display_name":"Smoothing","level":2,"score":0.7287437915802002},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6639343500137329},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.584883987903595},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.5540227890014648},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5425028204917908},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.47725531458854675},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.4679039418697357},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.452253133058548},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4427880346775055},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3332717716693878},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2501485049724579},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2016.2515997","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2016.2515997","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.5600000023841858,"display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G1968077945","display_name":null,"funder_award_id":"ZDSYS20140509172959974","funder_id":"https://openalex.org/F4320335972","funder_display_name":"Special Foundation for the Development of Strategic Emerging Industries of Shenzhen"},{"id":"https://openalex.org/G2966281029","display_name":null,"funder_award_id":"61271393","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3780059205","display_name":"\u5f15\u5165\u4f4d\u7f6e\u5173\u8054\u548c\u7ade\u4e89\u673a\u5236\u7684\u591a\u6a21\u6001\u751f\u7269\u878d\u5408\u8bc6\u522b\u65b9\u6cd5","funder_award_id":"61471216","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5175533766","display_name":null,"funder_award_id":"JCYJ20150331151358138","funder_id":"https://openalex.org/F4320335972","funder_display_name":"Special Foundation for the Development of Strategic Emerging Industries of Shenzhen"},{"id":"https://openalex.org/G5599399921","display_name":null,"funder_award_id":"JCYJ20140417115840272","funder_id":"https://openalex.org/F4320335972","funder_display_name":"Special Foundation for the Development of Strategic Emerging Industries of Shenzhen"},{"id":"https://openalex.org/G6088689837","display_name":null,"funder_award_id":"61301183","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation 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/F4320335972","display_name":"Special Foundation for the Development of Strategic Emerging Industries of Shenzhen","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W54257720","https://openalex.org/W1885185971","https://openalex.org/W1910615622","https://openalex.org/W1961126707","https://openalex.org/W1973794531","https://openalex.org/W1978749115","https://openalex.org/W2011952414","https://openalex.org/W2027325144","https://openalex.org/W2027755635","https://openalex.org/W2030480732","https://openalex.org/W2037609964","https://openalex.org/W2053186076","https://openalex.org/W2057065563","https://openalex.org/W2067042811","https://openalex.org/W2078008442","https://openalex.org/W2088254198","https://openalex.org/W2097073572","https://openalex.org/W2097074225","https://openalex.org/W2099470017","https://openalex.org/W2103871101","https://openalex.org/W2117865218","https://openalex.org/W2118963448","https://openalex.org/W2120824855","https://openalex.org/W2121058967","https://openalex.org/W2132467081","https://openalex.org/W2133665775","https://openalex.org/W2140257560","https://openalex.org/W2146200771","https://openalex.org/W2150081556","https://openalex.org/W2157190232","https://openalex.org/W2161516371","https://openalex.org/W2163935418","https://openalex.org/W2172128189","https://openalex.org/W2296458386","https://openalex.org/W3104720471","https://openalex.org/W6602211262","https://openalex.org/W6678025836","https://openalex.org/W6683660953","https://openalex.org/W6683680428","https://openalex.org/W6697158745"],"related_works":["https://openalex.org/W2383807498","https://openalex.org/W1978572805","https://openalex.org/W1997992934","https://openalex.org/W1987225439","https://openalex.org/W4238188170","https://openalex.org/W2125114371","https://openalex.org/W2149980199","https://openalex.org/W4213275102","https://openalex.org/W2537408670","https://openalex.org/W1965891716"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"present":[4],"a":[5,32,76,116,122],"unified":[6],"frame":[7],"based":[8,57],"on":[9,58],"collaborative":[10],"representation":[11],"(CR)":[12],"for":[13],"single-image":[14],"super-resolution":[15],"(SR),":[16],"which":[17,63],"learns":[18],"low-resolution":[19],"(LR)":[20],"and":[21,30,52,70,119,126],"high-resolution":[22],"(HR)":[23],"dictionaries":[24,54],"independently":[25],"in":[26],"the":[27,39,67,87,112,134,147],"training":[28],"stage":[29],"adopts":[31],"consistent":[33],"coding":[34,44,84,90],"scheme":[35],"(CCS)":[36],"to":[37,81,110],"guarantee":[38],"prediction":[40],"accuracy":[41],"of":[42,115,149],"HR":[43,53,71,89],"coefficients":[45,85],"during":[46],"SR":[47,135,144],"reconstruction.":[48],"The":[49],"independent":[50],"LR":[51,69,83],"are":[55,131],"learned":[56,80],"CR":[59],"with":[60,140],"l2-norm":[61],"regularization,":[62],"can":[64,94],"well":[65],"describe":[66],"corresponding":[68,88],"patch":[72],"space,":[73],"respectively.":[74],"Furthermore,":[75],"mapping":[77],"function":[78],"is":[79],"map":[82],"onto":[86],"coefficients.":[91],"Propagation":[92],"filtering":[93],"achieve":[95],"smoothing":[96],"over":[97],"an":[98],"image":[99,102,118,127,143],"while":[100],"preserving":[101],"context":[103],"like":[104],"edges":[105],"or":[106],"textural":[107],"regions.":[108],"Moreover,":[109],"preserve":[111],"edge":[113],"structures":[114],"super-resolved":[117],"suppress":[120],"artifacts,":[121],"propagation":[123],"filtering-based":[124],"constraint":[125],"nonlocal":[128],"self-similarity":[129],"regularization":[130],"introduced":[132],"into":[133],"reconstruction":[136],"framework.":[137],"Experimental":[138],"comparison":[139],"state-of-the-art":[141],"single":[142],"algorithms":[145],"validates":[146],"effectiveness":[148],"proposed":[150],"approach.":[151]},"counts_by_year":[{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":7}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}