{"id":"https://openalex.org/W2155655721","doi":"https://doi.org/10.1109/tcsvt.2010.2087432","title":"Just Noticeable Difference for Images With Decomposition Model for Separating Edge and Textured Regions","display_name":"Just Noticeable Difference for Images With Decomposition Model for Separating Edge and Textured Regions","publication_year":2010,"publication_date":"2010-10-19","ids":{"openalex":"https://openalex.org/W2155655721","doi":"https://doi.org/10.1109/tcsvt.2010.2087432","mag":"2155655721"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2010.2087432","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2010.2087432","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","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/A5070825762","display_name":"Anmin Liu","orcid":"https://orcid.org/0000-0002-4760-3429"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Anmin Liu","raw_affiliation_strings":["School of Computer Engineering, Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100403129","display_name":"Weisi Lin","orcid":"https://orcid.org/0000-0001-9866-1947"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Weisi Lin","raw_affiliation_strings":["School of Computer Engineering, Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002818315","display_name":"Manoranjan Paul","orcid":"https://orcid.org/0000-0001-6870-5056"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Manoranjan Paul","raw_affiliation_strings":["School of Computer Engineering, Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079668307","display_name":"Chenwei Deng","orcid":"https://orcid.org/0000-0002-3747-5128"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Chenwei Deng","raw_affiliation_strings":["School of Computer Engineering, Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100403396","display_name":"Fan Zhang","orcid":"https://orcid.org/0000-0001-7455-5058"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Fan Zhang","raw_affiliation_strings":["School of Computer Engineering, Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.4269,"has_fulltext":false,"cited_by_count":217,"citation_normalized_percentile":{"value":0.97672423,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"20","issue":"11","first_page":"1648","last_page":"1652"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9993000030517578,"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":0.9993000030517578,"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/T11666","display_name":"Color Science and Applications","score":0.9993000030517578,"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/T10688","display_name":"Image and Signal Denoising Methods","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/masking","display_name":"Masking (illustration)","score":0.7592365741729736},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.631348192691803},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.5347698330879211},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5336136817932129},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5210113525390625},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.5118102431297302},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5093923211097717},{"id":"https://openalex.org/keywords/piecewise","display_name":"Piecewise","score":0.4673025608062744},{"id":"https://openalex.org/keywords/unsharp-masking","display_name":"Unsharp masking","score":0.46438536047935486},{"id":"https://openalex.org/keywords/distortion","display_name":"Distortion (music)","score":0.46300676465034485},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.44255438446998596},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.39777302742004395},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.38169389963150024},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.3425803482532501},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09164583683013916}],"concepts":[{"id":"https://openalex.org/C2777402240","wikidata":"https://www.wikidata.org/wiki/Q6783436","display_name":"Masking (illustration)","level":2,"score":0.7592365741729736},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.631348192691803},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5347698330879211},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5336136817932129},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5210113525390625},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.5118102431297302},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5093923211097717},{"id":"https://openalex.org/C164660894","wikidata":"https://www.wikidata.org/wiki/Q2037833","display_name":"Piecewise","level":2,"score":0.4673025608062744},{"id":"https://openalex.org/C79052406","wikidata":"https://www.wikidata.org/wiki/Q365715","display_name":"Unsharp masking","level":4,"score":0.46438536047935486},{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.46300676465034485},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.44255438446998596},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.39777302742004395},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.38169389963150024},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3425803482532501},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09164583683013916},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"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/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2010.2087432","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2010.2087432","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W41051884","https://openalex.org/W148581211","https://openalex.org/W1527289589","https://openalex.org/W1581676061","https://openalex.org/W1964215855","https://openalex.org/W1991221331","https://openalex.org/W2017688462","https://openalex.org/W2026535994","https://openalex.org/W2040378863","https://openalex.org/W2052558963","https://openalex.org/W2104350111","https://openalex.org/W2114415799","https://openalex.org/W2126654675","https://openalex.org/W2134721199","https://openalex.org/W2145023731","https://openalex.org/W2148255984","https://openalex.org/W2157987009","https://openalex.org/W2171301243","https://openalex.org/W6606055341"],"related_works":["https://openalex.org/W2087579212","https://openalex.org/W2236302086","https://openalex.org/W2322289929","https://openalex.org/W2317275150","https://openalex.org/W2136313643","https://openalex.org/W1991633490","https://openalex.org/W4254647172","https://openalex.org/W2037966277","https://openalex.org/W2137055835","https://openalex.org/W1491749076"],"abstract_inverted_index":{"In":[0,61,79],"just":[1],"noticeable":[2],"difference":[3],"(JND)":[4],"models,":[5,118],"evaluation":[6],"of":[7,37,109],"contrast":[8],"masking":[9,21,25,35],"(CM)":[10],"is":[11,44,86],"a":[12,73],"crucial":[13],"step.":[14],"More":[15],"specifically,":[16],"CM":[17,77],"due":[18,31],"to":[19,28,32,56,88,138],"edge":[20],"(EM)":[22],"and":[23,104,111,130,141,145],"texture":[24],"(TM)":[26],"needs":[27],"be":[29],"distinguished":[30],"the":[33,38,49,116,119,127],"entropy":[34],"property":[36],"human":[39],"visual":[40,142],"system.":[41],"However,":[42],"TM":[43,58,131],"not":[45],"estimated":[46],"accurately":[47],"in":[48],"existing":[50,117],"JND":[51,70],"models":[52],"since":[53],"they":[54],"fail":[55],"distinguish":[57],"from":[59],"EM.":[60],"this":[62],"letter,":[63],"we":[64],"propose":[65],"an":[66,90],"enhanced":[67],"pixel":[68],"domain":[69],"model":[71],"with":[72,101,115],"new":[74],"algorithm":[75],"for":[76,107],"estimation.":[78,132],"our":[80],"model,":[81],"total-variation":[82],"based":[83],"image":[84,91,94,106],"decomposition":[85],"used":[87],"decompose":[89],"into":[92],"structural":[93],"(i.e.,":[95],"cartoon":[96],"like,":[97],"piecewise":[98],"smooth":[99],"regions":[100],"sharp":[102],"edges)":[103],"textural":[105],"estimation":[108],"EM":[110,129],"TM,":[112],"respectively.":[113],"Compared":[114],"proposed":[120],"one":[121],"shows":[122],"its":[123],"advantages":[124],"brought":[125],"by":[126,150],"better":[128],"It":[133],"has":[134],"been":[135],"also":[136],"applied":[137],"noise":[139],"shaping":[140],"distortion":[143],"gauge,":[144],"favorable":[146],"results":[147],"are":[148],"demonstrated":[149],"experiments":[151],"on":[152],"different":[153],"images.":[154]},"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":15},{"year":2020,"cited_by_count":20},{"year":2019,"cited_by_count":28},{"year":2018,"cited_by_count":22},{"year":2017,"cited_by_count":13},{"year":2016,"cited_by_count":18},{"year":2015,"cited_by_count":18},{"year":2014,"cited_by_count":17},{"year":2013,"cited_by_count":12},{"year":2012,"cited_by_count":5}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
