{"id":"https://openalex.org/W2145105988","doi":"https://doi.org/10.1109/tsmcb.2010.2058847","title":"Parameterized Logarithmic Framework for Image Enhancement","display_name":"Parameterized Logarithmic Framework for Image Enhancement","publication_year":2010,"publication_date":"2010-11-05","ids":{"openalex":"https://openalex.org/W2145105988","doi":"https://doi.org/10.1109/tsmcb.2010.2058847","mag":"2145105988","pmid":"https://pubmed.ncbi.nlm.nih.gov/20977986"},"language":"en","primary_location":{"id":"doi:10.1109/tsmcb.2010.2058847","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmcb.2010.2058847","pdf_url":null,"source":{"id":"https://openalex.org/S4210170378","display_name":"IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)","issn_l":"1083-4419","issn":["1083-4419","1941-0492"],"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 Systems, Man, and Cybernetics, Part B (Cybernetics)","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/A5069074343","display_name":"Karen Panetta","orcid":"https://orcid.org/0000-0001-9435-4536"},"institutions":[{"id":"https://openalex.org/I121934306","display_name":"Tufts University","ror":"https://ror.org/05wvpxv85","country_code":"US","type":"education","lineage":["https://openalex.org/I121934306"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"K Panetta","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Tufts University, Medford, MA 02155, USA. karen@ece.tufts.edu","[Dept. of Electr. & Comput. Eng., Tufts Univ., Medford, MA, USA]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Tufts University, Medford, MA 02155, USA. karen@ece.tufts.edu","institution_ids":["https://openalex.org/I121934306"]},{"raw_affiliation_string":"[Dept. of Electr. & Comput. Eng., Tufts Univ., Medford, MA, USA]","institution_ids":["https://openalex.org/I121934306"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048285657","display_name":"Sos \u0421. Agaian","orcid":"https://orcid.org/0000-0003-4601-4507"},"institutions":[{"id":"https://openalex.org/I45438204","display_name":"The University of Texas at San Antonio","ror":"https://ror.org/01kd65564","country_code":"US","type":"education","lineage":["https://openalex.org/I45438204"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"S Agaian","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Texas, San Antonio, San Antonio, TX, USA","Dept. of Electr. & Comput. Eng., Univ. of Texas at San Antonio, San Antonio, TX, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Texas, San Antonio, San Antonio, TX, USA","institution_ids":["https://openalex.org/I45438204"]},{"raw_affiliation_string":"Dept. of Electr. & Comput. Eng., Univ. of Texas at San Antonio, San Antonio, TX, USA#TAB#","institution_ids":["https://openalex.org/I45438204"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009595085","display_name":"Yicong Zhou","orcid":"https://orcid.org/0000-0002-4487-6384"},"institutions":[{"id":"https://openalex.org/I121934306","display_name":"Tufts University","ror":"https://ror.org/05wvpxv85","country_code":"US","type":"education","lineage":["https://openalex.org/I121934306"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yicong Zhou","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Tufts University, Medford, MA, USA","[Dept. of Electr. & Comput. Eng., Tufts Univ., Medford, MA, USA]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Tufts University, Medford, MA, USA","institution_ids":["https://openalex.org/I121934306"]},{"raw_affiliation_string":"[Dept. of Electr. & Comput. Eng., Tufts Univ., Medford, MA, USA]","institution_ids":["https://openalex.org/I121934306"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048674657","display_name":"E. J. Wharton","orcid":null},"institutions":[{"id":"https://openalex.org/I121934306","display_name":"Tufts University","ror":"https://ror.org/05wvpxv85","country_code":"US","type":"education","lineage":["https://openalex.org/I121934306"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"E J Wharton","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Tufts University, Medford, MA, USA","[Dept. of Electr. & Comput. Eng., Tufts Univ., Medford, MA, USA]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Tufts University, Medford, MA, USA","institution_ids":["https://openalex.org/I121934306"]},{"raw_affiliation_string":"[Dept. of Electr. & Comput. Eng., Tufts Univ., Medford, MA, USA]","institution_ids":["https://openalex.org/I121934306"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.4422,"has_fulltext":false,"cited_by_count":145,"citation_normalized_percentile":{"value":0.96620794,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"41","issue":"2","first_page":"460","last_page":"473"},"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9998000264167786,"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":0.9988999962806702,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/logarithm","display_name":"Logarithm","score":0.7518602609634399},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.6349446177482605},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.6118488311767578},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5813910365104675},{"id":"https://openalex.org/keywords/parameterized-complexity","display_name":"Parameterized complexity","score":0.5431460738182068},{"id":"https://openalex.org/keywords/image-fusion","display_name":"Image fusion","score":0.5005202293395996},{"id":"https://openalex.org/keywords/top-hat-transform","display_name":"Top-hat transform","score":0.4876745939254761},{"id":"https://openalex.org/keywords/digital-image-processing","display_name":"Digital image processing","score":0.47228485345840454},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46969175338745117},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4346696138381958},{"id":"https://openalex.org/keywords/multiplication","display_name":"Multiplication (music)","score":0.4272361695766449},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3707618713378906},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.31457096338272095}],"concepts":[{"id":"https://openalex.org/C39927690","wikidata":"https://www.wikidata.org/wiki/Q11197","display_name":"Logarithm","level":2,"score":0.7518602609634399},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.6349446177482605},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.6118488311767578},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5813910365104675},{"id":"https://openalex.org/C165464430","wikidata":"https://www.wikidata.org/wiki/Q1570441","display_name":"Parameterized complexity","level":2,"score":0.5431460738182068},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.5005202293395996},{"id":"https://openalex.org/C180064427","wikidata":"https://www.wikidata.org/wiki/Q2880017","display_name":"Top-hat transform","level":5,"score":0.4876745939254761},{"id":"https://openalex.org/C104317675","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Digital image processing","level":4,"score":0.47228485345840454},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46969175338745117},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4346696138381958},{"id":"https://openalex.org/C2780595030","wikidata":"https://www.wikidata.org/wiki/Q3860309","display_name":"Multiplication (music)","level":2,"score":0.4272361695766449},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3707618713378906},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.31457096338272095},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"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":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","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":"D013382","descriptor_name":"Subtraction Technique","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013382","descriptor_name":"Subtraction Technique","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013382","descriptor_name":"Subtraction Technique","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}],"locations_count":2,"locations":[{"id":"doi:10.1109/tsmcb.2010.2058847","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmcb.2010.2058847","pdf_url":null,"source":{"id":"https://openalex.org/S4210170378","display_name":"IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)","issn_l":"1083-4419","issn":["1083-4419","1941-0492"],"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 Systems, Man, and Cybernetics, Part B (Cybernetics)","raw_type":"journal-article"},{"id":"pmid:20977986","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/20977986","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 systems, man, and cybernetics. Part B, Cybernetics : a publication of the IEEE Systems, Man, and Cybernetics Society","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W172164184","https://openalex.org/W965694222","https://openalex.org/W1492632537","https://openalex.org/W1523843702","https://openalex.org/W1538518178","https://openalex.org/W1941636806","https://openalex.org/W1969923256","https://openalex.org/W1992980807","https://openalex.org/W1993613610","https://openalex.org/W1996689795","https://openalex.org/W2012554041","https://openalex.org/W2015703393","https://openalex.org/W2024294034","https://openalex.org/W2035244546","https://openalex.org/W2038673088","https://openalex.org/W2039844444","https://openalex.org/W2067092610","https://openalex.org/W2079920609","https://openalex.org/W2082505460","https://openalex.org/W2095946149","https://openalex.org/W2097214222","https://openalex.org/W2101414805","https://openalex.org/W2104588679","https://openalex.org/W2104716914","https://openalex.org/W2104763670","https://openalex.org/W2108944658","https://openalex.org/W2111016950","https://openalex.org/W2114933246","https://openalex.org/W2117559445","https://openalex.org/W2118002060","https://openalex.org/W2123651205","https://openalex.org/W2124577876","https://openalex.org/W2125732958","https://openalex.org/W2126451331","https://openalex.org/W2129829008","https://openalex.org/W2132713759","https://openalex.org/W2132720564","https://openalex.org/W2136596830","https://openalex.org/W2139375301","https://openalex.org/W2139619867","https://openalex.org/W2149829210","https://openalex.org/W2150500089","https://openalex.org/W2155475916","https://openalex.org/W2157894256","https://openalex.org/W2160278098","https://openalex.org/W2162342922","https://openalex.org/W2165317900","https://openalex.org/W2168907970","https://openalex.org/W2169450382","https://openalex.org/W2170551850","https://openalex.org/W2899651273","https://openalex.org/W6654163952"],"related_works":["https://openalex.org/W2903233146","https://openalex.org/W1991547743","https://openalex.org/W1965381458","https://openalex.org/W1969377463","https://openalex.org/W2355025681","https://openalex.org/W2799939533","https://openalex.org/W2744021244","https://openalex.org/W1495814089","https://openalex.org/W2342090677","https://openalex.org/W2373422982"],"abstract_inverted_index":{"Image":[0],"processing":[1,24,32],"technologies":[2],"such":[3,33],"as":[4,34],"image":[5,23,31,35,76,119,128,157],"enhancement":[6,36,77,108],"generally":[7],"utilize":[8,149],"linear":[9,53,141],"arithmetic":[10,54,142],"operations":[11,57],"to":[12,105,116,130,148],"manipulate":[13],"images.":[14],"Recently,":[15],"Jourlin":[16],"and":[17,37,55,58,73,87,94,140,147,150,159],"Pinoli":[18],"successfully":[19],"used":[20],"the":[21,52,80,88,98,103,113,124,138,152],"logarithmic":[22,153],"(LIP)":[25],"model":[26,48,101],"for":[27,156],"several":[28],"applications":[29],"of":[30,135],"segmentation.":[38],"In":[39],"this":[40],"paper,":[41],"we":[42],"introduce":[43,70],"a":[44,64,132],"parameterized":[45],"LIP":[46,56,139],"(PLIP)":[47],"that":[49,97],"spans":[50],"both":[51,71],"all":[59],"scenarios":[60],"in":[61],"between":[62],"within":[63],"single":[65],"unified":[66],"model.":[67],"We":[68],"also":[69],"frequency-":[72],"spatial-domain":[74],"PLIP-based":[75],"methods,":[78],"including":[79],"PLIP":[81,84,89,100,114,125],"Lee's":[82],"algorithm,":[83],"bihistogram":[85],"equalization,":[86],"alpha":[90],"rooting.":[91],"Computer":[92],"simulations":[93],"comparisons":[95],"demonstrate":[96],"new":[99],"allows":[102],"user":[104],"obtain":[106],"improved":[107],"performance":[109],"by":[110,122,144],"changing":[111,145],"only":[112],"parameters,":[115,146],"yield":[117],"better":[118],"fusion":[120,158],"results":[121],"utilizing":[123],"addition":[126],"or":[127],"multiplication,":[129],"represent":[131],"larger":[133],"span":[134],"cases":[136,143],"than":[137],"illustrate":[151],"exponential":[154],"operation":[155],"enhancement.":[160]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":15},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":12},{"year":2016,"cited_by_count":9},{"year":2015,"cited_by_count":14},{"year":2014,"cited_by_count":9},{"year":2013,"cited_by_count":13},{"year":2012,"cited_by_count":3}],"updated_date":"2026-07-25T15:57:00.446498","created_date":"2025-10-10T00:00:00"}