{"id":"https://openalex.org/W1970185025","doi":"https://doi.org/10.1109/iccphot.2012.6215221","title":"Super-resolution from internet-scale scene matching","display_name":"Super-resolution from internet-scale scene matching","publication_year":2012,"publication_date":"2012-04-01","ids":{"openalex":"https://openalex.org/W1970185025","doi":"https://doi.org/10.1109/iccphot.2012.6215221","mag":"1970185025"},"language":"en","primary_location":{"id":"doi:10.1109/iccphot.2012.6215221","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccphot.2012.6215221","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Conference on Computational Photography (ICCP)","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/A5055224253","display_name":"Libin Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I175594653","display_name":"John Brown University","ror":"https://ror.org/02ct41q97","country_code":"US","type":"education","lineage":["https://openalex.org/I175594653"]},{"id":"https://openalex.org/I27804330","display_name":"Brown University","ror":"https://ror.org/05gq02987","country_code":"US","type":"education","lineage":["https://openalex.org/I27804330"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Libin Sun","raw_affiliation_strings":["Brown University, USA","Brown University, USA)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brown University, USA","institution_ids":["https://openalex.org/I175594653"]},{"raw_affiliation_string":"Brown University, USA)","institution_ids":["https://openalex.org/I27804330"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016775802","display_name":"James Hays","orcid":"https://orcid.org/0000-0001-7016-4252"},"institutions":[{"id":"https://openalex.org/I175594653","display_name":"John Brown University","ror":"https://ror.org/02ct41q97","country_code":"US","type":"education","lineage":["https://openalex.org/I175594653"]},{"id":"https://openalex.org/I27804330","display_name":"Brown University","ror":"https://ror.org/05gq02987","country_code":"US","type":"education","lineage":["https://openalex.org/I27804330"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James Hays","raw_affiliation_strings":["Brown University, USA","Brown University, USA)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brown University, USA","institution_ids":["https://openalex.org/I175594653"]},{"raw_affiliation_string":"Brown University, USA)","institution_ids":["https://openalex.org/I27804330"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":143,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing 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/T11105","display_name":"Advanced Image Processing 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/T10531","display_name":"Advanced Vision and Imaging","score":0.9994999766349792,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9944999814033508,"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/hallucinating","display_name":"Hallucinating","score":0.8669744729995728},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7829906940460205},{"id":"https://openalex.org/keywords/upsampling","display_name":"Upsampling","score":0.7399305105209351},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7130301594734192},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6408017873764038},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.5038194060325623},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4982490539550781},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.49693062901496887},{"id":"https://openalex.org/keywords/resolution","display_name":"Resolution (logic)","score":0.4926002621650696},{"id":"https://openalex.org/keywords/image-texture","display_name":"Image texture","score":0.48967769742012024},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.4817107319831848},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4537643492221832},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4388236999511719},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33244287967681885},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.2507140636444092},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12631145119667053},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10564729571342468},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.0784260630607605},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.07019183039665222}],"concepts":[{"id":"https://openalex.org/C2911011789","wikidata":"https://www.wikidata.org/wiki/Q130741","display_name":"Hallucinating","level":2,"score":0.8669744729995728},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7829906940460205},{"id":"https://openalex.org/C110384440","wikidata":"https://www.wikidata.org/wiki/Q1143270","display_name":"Upsampling","level":3,"score":0.7399305105209351},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7130301594734192},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6408017873764038},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5038194060325623},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4982490539550781},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.49693062901496887},{"id":"https://openalex.org/C138268822","wikidata":"https://www.wikidata.org/wiki/Q1051925","display_name":"Resolution (logic)","level":2,"score":0.4926002621650696},{"id":"https://openalex.org/C63099799","wikidata":"https://www.wikidata.org/wiki/Q17147001","display_name":"Image texture","level":4,"score":0.48967769742012024},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.4817107319831848},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4537643492221832},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4388236999511719},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33244287967681885},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.2507140636444092},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12631145119667053},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10564729571342468},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0784260630607605},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.07019183039665222},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/iccphot.2012.6215221","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccphot.2012.6215221","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Conference on Computational Photography (ICCP)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.229.997","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.229.997","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.brown.edu/%7Ehays/papers/SR_ICCP.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.708.5707","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.708.5707","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://cs.brown.edu/%7Elbsun/SR_iccp2012.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1523218786","https://openalex.org/W1532257412","https://openalex.org/W1988706329","https://openalex.org/W2003749430","https://openalex.org/W2017814585","https://openalex.org/W2049237558","https://openalex.org/W2061398022","https://openalex.org/W2062811295","https://openalex.org/W2071527584","https://openalex.org/W2073795739","https://openalex.org/W2076902867","https://openalex.org/W2080312287","https://openalex.org/W2095703750","https://openalex.org/W2097074225","https://openalex.org/W2097713019","https://openalex.org/W2099857235","https://openalex.org/W2103163130","https://openalex.org/W2110158442","https://openalex.org/W2112391032","https://openalex.org/W2116645175","https://openalex.org/W2120853285","https://openalex.org/W2121927366","https://openalex.org/W2123576187","https://openalex.org/W2125310925","https://openalex.org/W2131686571","https://openalex.org/W2131846894","https://openalex.org/W2133071149","https://openalex.org/W2133665775","https://openalex.org/W2140257560","https://openalex.org/W2145607950","https://openalex.org/W2148809531","https://openalex.org/W2149669120","https://openalex.org/W2149760002","https://openalex.org/W2150920547","https://openalex.org/W2160526525","https://openalex.org/W2167053624","https://openalex.org/W2170658603","https://openalex.org/W2171011251","https://openalex.org/W2534320940","https://openalex.org/W3137074406","https://openalex.org/W4240726888","https://openalex.org/W6674842580","https://openalex.org/W6681941960"],"related_works":["https://openalex.org/W3204676188","https://openalex.org/W4378771713","https://openalex.org/W2992803471","https://openalex.org/W2066036438","https://openalex.org/W2312876277","https://openalex.org/W2930227984","https://openalex.org/W2078454190","https://openalex.org/W2988058144","https://openalex.org/W3004135429","https://openalex.org/W3121005460"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,48,94],"present":[4],"a":[5,18],"highly":[6],"data-driven":[7],"approach":[8],"to":[9,22,58,67,102],"the":[10,69,77,90],"task":[11],"of":[12,79],"single":[13],"image":[14,56,70,87],"super-resolution.":[15],"Super-resolution":[16],"is":[17,40],"challenging":[19],"problem":[20],"due":[21],"its":[23],"massively":[24],"under-constrained":[25],"nature":[26],"-":[27],"for":[28,89],"any":[29],"low-resolution":[30],"input":[31,46],"there":[32],"are":[33,82],"numerous":[34],"high-resolution":[35],"possibilities.":[36],"Our":[37],"key":[38],"observation":[39],"that,":[41],"even":[42],"with":[43,110],"extremely":[44],"low-res":[45],"images,":[47],"can":[49],"use":[50],"global":[51],"scene":[52,80],"descriptors":[53],"and":[54,106],"Internet-scale":[55],"databases":[57],"find":[59],"similar":[60],"scenes":[61],"which":[62],"provide":[63],"ideal":[64],"example":[65],"textures":[66],"constrain":[68],"upsampling":[71],"problem.":[72],"We":[73],"quantitatively":[74],"show":[75],"that":[76],"statistics":[78,88],"matches":[81],"more":[83],"predictive":[84],"than":[85],"internal":[86],"super-resolution":[91,109],"task.":[92],"Finally,":[93],"build":[95],"on":[96],"recent":[97,112],"patch-based":[98],"texture":[99,104],"transfer":[100],"techniques":[101],"hallucinate":[103],"detail":[105],"compare":[107],"our":[108],"other":[111],"methods.":[113]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":18},{"year":2021,"cited_by_count":17},{"year":2020,"cited_by_count":14},{"year":2019,"cited_by_count":14},{"year":2018,"cited_by_count":13},{"year":2017,"cited_by_count":9},{"year":2016,"cited_by_count":8},{"year":2015,"cited_by_count":10},{"year":2014,"cited_by_count":10},{"year":2013,"cited_by_count":6}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}