{"id":"https://openalex.org/W2118455848","doi":"https://doi.org/10.1109/tip.2008.2003412","title":"Hierarchical Color Correction for Camera Cell Phone Images","display_name":"Hierarchical Color Correction for Camera Cell Phone Images","publication_year":2008,"publication_date":"2008-10-14","ids":{"openalex":"https://openalex.org/W2118455848","doi":"https://doi.org/10.1109/tip.2008.2003412","mag":"2118455848","pmid":"https://pubmed.ncbi.nlm.nih.gov/18972655"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2008.2003412","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2008.2003412","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","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/A5108408542","display_name":"Hasib Siddiqui","orcid":null},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Hasib Siddiqui","raw_affiliation_strings":["School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN 47907, USA. hsiddiqu@purdue.edu","Sch. of Electr. and Comput. Eng., Purdue Univ., West Lafayette, IN"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN 47907, USA. hsiddiqu@purdue.edu","institution_ids":["https://openalex.org/I219193219"]},{"raw_affiliation_string":"Sch. of Electr. and Comput. Eng., Purdue Univ., West Lafayette, IN","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056657991","display_name":"Charles A. Bouman","orcid":"https://orcid.org/0000-0001-8504-0383"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Charles A. Bouman","raw_affiliation_strings":["School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, USA","Sch. of Electr. and Comput. Eng., Purdue Univ., West Lafayette, IN"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]},{"raw_affiliation_string":"Sch. of Electr. and Comput. Eng., Purdue Univ., West Lafayette, IN","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5108408542"],"corresponding_institution_ids":["https://openalex.org/I219193219"],"apc_list":null,"apc_paid":null,"fwci":1.169,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.78860155,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"17","issue":"11","first_page":"2138","last_page":"2155"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11666","display_name":"Color Science and Applications","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"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/T11666","display_name":"Color Science and Applications","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"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/T11019","display_name":"Image Enhancement Techniques","score":0.9988999962806702,"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":0.9872999787330627,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7307012677192688},{"id":"https://openalex.org/keywords/color-correction","display_name":"Color correction","score":0.7040532231330872},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6850425601005554},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6143230199813843},{"id":"https://openalex.org/keywords/color-image","display_name":"Color image","score":0.5552331805229187},{"id":"https://openalex.org/keywords/color-histogram","display_name":"Color histogram","score":0.5112035870552063},{"id":"https://openalex.org/keywords/color-balance","display_name":"Color balance","score":0.5032035708427429},{"id":"https://openalex.org/keywords/color-quantization","display_name":"Color quantization","score":0.4268467128276825},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.4260774254798889},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3968034088611603},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.3678690791130066},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.28892260789871216}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7307012677192688},{"id":"https://openalex.org/C2779495555","wikidata":"https://www.wikidata.org/wiki/Q5148596","display_name":"Color correction","level":3,"score":0.7040532231330872},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6850425601005554},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6143230199813843},{"id":"https://openalex.org/C142616399","wikidata":"https://www.wikidata.org/wiki/Q5148604","display_name":"Color image","level":4,"score":0.5552331805229187},{"id":"https://openalex.org/C12043971","wikidata":"https://www.wikidata.org/wiki/Q2636542","display_name":"Color histogram","level":5,"score":0.5112035870552063},{"id":"https://openalex.org/C159784718","wikidata":"https://www.wikidata.org/wiki/Q182571","display_name":"Color balance","level":5,"score":0.5032035708427429},{"id":"https://openalex.org/C173752661","wikidata":"https://www.wikidata.org/wiki/Q1396414","display_name":"Color quantization","level":5,"score":0.4268467128276825},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.4260774254798889},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3968034088611603},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3678690791130066},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.28892260789871216}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003116","descriptor_name":"Color","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003116","descriptor_name":"Color","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003116","descriptor_name":"Color","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003124","descriptor_name":"Colorimetry","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003124","descriptor_name":"Colorimetry","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003124","descriptor_name":"Colorimetry","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007089","descriptor_name":"Image Enhancement","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007089","descriptor_name":"Image Enhancement","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007089","descriptor_name":"Image Enhancement","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D040421","descriptor_name":"Cell Phone","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D040421","descriptor_name":"Cell Phone","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D040421","descriptor_name":"Cell Phone","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1109/tip.2008.2003412","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2008.2003412","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","raw_type":"journal-article"},{"id":"pmid:18972655","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/18972655","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 image processing : a publication of the IEEE Signal Processing Society","raw_type":null},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.118.7685","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.118.7685","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.ece.purdue.edu/~bouman/publications/pdf/tip24.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.154.7674","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.154.7674","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.ece.purdue.edu/~bouman/publications/orig-pdf/tip24.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":40,"referenced_works":["https://openalex.org/W35410341","https://openalex.org/W52437429","https://openalex.org/W79749824","https://openalex.org/W317397600","https://openalex.org/W1518749440","https://openalex.org/W1622620102","https://openalex.org/W1960682387","https://openalex.org/W1966009936","https://openalex.org/W1992516180","https://openalex.org/W2049633694","https://openalex.org/W2053742104","https://openalex.org/W2058333183","https://openalex.org/W2061765997","https://openalex.org/W2076205488","https://openalex.org/W2096270780","https://openalex.org/W2097652132","https://openalex.org/W2100115174","https://openalex.org/W2101752850","https://openalex.org/W2105442514","https://openalex.org/W2106596127","https://openalex.org/W2107858703","https://openalex.org/W2117559445","https://openalex.org/W2121900453","https://openalex.org/W2125150877","https://openalex.org/W2133807827","https://openalex.org/W2147421915","https://openalex.org/W2147933509","https://openalex.org/W2150721269","https://openalex.org/W2153842903","https://openalex.org/W2166502205","https://openalex.org/W2167077256","https://openalex.org/W2308181013","https://openalex.org/W2343814193","https://openalex.org/W3023527190","https://openalex.org/W3023782184","https://openalex.org/W4212783130","https://openalex.org/W4301444643","https://openalex.org/W4377983905","https://openalex.org/W6641330264","https://openalex.org/W6705043102"],"related_works":["https://openalex.org/W2383072060","https://openalex.org/W2031404214","https://openalex.org/W2149311672","https://openalex.org/W2367986462","https://openalex.org/W2204910849","https://openalex.org/W1984313060","https://openalex.org/W2368222398","https://openalex.org/W2040710860","https://openalex.org/W2107027086","https://openalex.org/W2564555425"],"abstract_inverted_index":{"In":[0,92,127,182],"this":[1],"paper,":[2],"we":[3,157],"propose":[4],"a":[5,35,107,115,137,167],"hierarchical":[6,37,57,84],"color":[7,13,85,97,139,153,163,170,176,202,217,240],"correction":[8,86,140,154,164,171,218,241],"algorithm":[9,141,242],"for":[10,145],"enhancing":[11],"the":[12,50,73,93,100,119,128,131,148,174,179,183,186,189,195,201,208,211,238,246],"of":[14,65,99,118,147,178,188,210,234],"digital":[15,20],"images":[16,66,74,224],"obtained":[17,225],"from":[18,226],"low-quality":[19,101],"image":[21,103,120,125,133],"capture":[22],"devices":[23],"such":[24],"as":[25,160],"cell":[26,221],"phone":[27,222],"cameras.":[28],"The":[29,83],"proposed":[30,212],"method":[31,213],"is":[32,87,134,143],"based":[33],"on":[34,220],"multilayer":[36],"stochastic":[38],"framework":[39,58,112],"whose":[40],"parameters":[41],"are":[42,104,192],"learned":[43],"in":[44,75,89,106],"an":[45,80],"offline":[46],"training":[47],"procedure":[48],"using":[49,194],"well-known":[51],"expectation":[52],"maximization":[53],"(EM)":[54],"algorithm.":[55,82],"This":[56,152],"functions":[59],"by":[60,173],"first":[61,94],"making":[62],"soft":[63,116],"assignments":[64],"into":[67,121],"defect":[68,77],"classes":[69],"and":[70,231],"then":[71],"processing":[72],"each":[76,146],"class":[78],"with":[79,136],"optimized":[81],"performed":[88],"three":[90],"stages.":[91],"stage,":[95,130,185],"global":[96,124,150,196],"attributes":[98,177],"input":[102,132,180],"used":[105],"Gaussian":[108],"mixture":[109],"model":[110],"(GMM)":[111],"to":[113,159,199,214],"perform":[114],"classification":[117,197],"M":[122,149],"predefined":[123],"classes.":[126,151],"second":[129],"processed":[135],"nonlinear":[138],"that":[142,237],"designed":[144],"algorithm,":[155],"which":[156],"refer":[158],"resolution":[161],"synthesis":[162],"(RSCC),":[165],"applies":[166],"spatially":[168],"varying":[169],"determined":[172],"local":[175],"image.":[181,205],"third":[184],"outputs":[187],"RSCC":[190],"predictors":[191],"combined":[193],"weights":[198],"yield":[200],"corrected":[203],"output":[204],"We":[206],"compare":[207],"performance":[209],"other":[215],"commercial":[216],"algorithms":[219],"camera":[223],"different":[227],"sources.":[228],"Both":[229],"subjective":[230],"objective":[232],"measures":[233],"quality":[235,244],"indicate":[236],"new":[239],"improves":[243],"over":[245],"existing":[247],"methods.":[248]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":7}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
