{"id":"https://openalex.org/W2403530391","doi":"https://doi.org/10.1109/icassp.2016.7471943","title":"Enhanced just noticeable difference model with visual regularity consideration","display_name":"Enhanced just noticeable difference model with visual regularity consideration","publication_year":2016,"publication_date":"2016-03-01","ids":{"openalex":"https://openalex.org/W2403530391","doi":"https://doi.org/10.1109/icassp.2016.7471943","mag":"2403530391"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2016.7471943","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2016.7471943","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-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/A5074780876","display_name":"Jinjian Wu","orcid":"https://orcid.org/0000-0001-7501-0009"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jinjian Wu","raw_affiliation_strings":["School of Electronic Engineering, Xidian University, Xi'an, Shannxi, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Engineering, Xidian University, Xi'an, Shannxi, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101549504","display_name":"Guangming Shi","orcid":"https://orcid.org/0000-0003-2179-3292"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangming Shi","raw_affiliation_strings":["School of Electronic Engineering, Xidian University, Xi'an, Shannxi, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Engineering, Xidian University, Xi'an, Shannxi, China","institution_ids":["https://openalex.org/I149594827"]}]},{"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"],"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/A5001082656","display_name":"C.\u2010C. Jay Kuo","orcid":"https://orcid.org/0000-0001-9474-5035"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"C. C. Jay Kuo","raw_affiliation_strings":["Department of Electrical Engineering, University of, Southern California, Los Angeles, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, University of, Southern California, Los Angeles, USA","institution_ids":["https://openalex.org/I1174212"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5074780876"],"corresponding_institution_ids":["https://openalex.org/I149594827"],"apc_list":null,"apc_paid":null,"fwci":1.4625,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.80748125,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1581","last_page":"1585"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10427","display_name":"Visual perception and processing mechanisms","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10427","display_name":"Visual perception and processing mechanisms","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9973999857902527,"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":0.9973000288009644,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/just-noticeable-difference","display_name":"Just-noticeable difference","score":0.8046964406967163},{"id":"https://openalex.org/keywords/luminance","display_name":"Luminance","score":0.7653353214263916},{"id":"https://openalex.org/keywords/visibility","display_name":"Visibility","score":0.694843053817749},{"id":"https://openalex.org/keywords/human-visual-system-model","display_name":"Human visual system model","score":0.6442008018493652},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6234955191612244},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6129879355430603},{"id":"https://openalex.org/keywords/masking","display_name":"Masking (illustration)","score":0.5824019908905029},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.48975706100463867},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4827124774456024},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.434784471988678},{"id":"https://openalex.org/keywords/content","display_name":"Content (measure theory)","score":0.4307772219181061},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.42634284496307373},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3719935417175293},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35862305760383606},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.24569782614707947},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.12385240197181702},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.09325134754180908},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07914349436759949}],"concepts":[{"id":"https://openalex.org/C59111918","wikidata":"https://www.wikidata.org/wiki/Q1224386","display_name":"Just-noticeable difference","level":2,"score":0.8046964406967163},{"id":"https://openalex.org/C73313986","wikidata":"https://www.wikidata.org/wiki/Q355386","display_name":"Luminance","level":2,"score":0.7653353214263916},{"id":"https://openalex.org/C123403432","wikidata":"https://www.wikidata.org/wiki/Q654068","display_name":"Visibility","level":2,"score":0.694843053817749},{"id":"https://openalex.org/C160086991","wikidata":"https://www.wikidata.org/wiki/Q5939193","display_name":"Human visual system model","level":3,"score":0.6442008018493652},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6234955191612244},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6129879355430603},{"id":"https://openalex.org/C2777402240","wikidata":"https://www.wikidata.org/wiki/Q6783436","display_name":"Masking (illustration)","level":2,"score":0.5824019908905029},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.48975706100463867},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4827124774456024},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.434784471988678},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.4307772219181061},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.42634284496307373},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3719935417175293},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35862305760383606},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.24569782614707947},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.12385240197181702},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.09325134754180908},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07914349436759949},{"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/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","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/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp.2016.7471943","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2016.7471943","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.6600000262260437,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1973175507","https://openalex.org/W1981259164","https://openalex.org/W1994341528","https://openalex.org/W2022572050","https://openalex.org/W2033537108","https://openalex.org/W2057910578","https://openalex.org/W2080276732","https://openalex.org/W2104350111","https://openalex.org/W2114415799","https://openalex.org/W2115416470","https://openalex.org/W2139496607","https://openalex.org/W2143120554","https://openalex.org/W2148764920","https://openalex.org/W2149908124","https://openalex.org/W2155655721"],"related_works":["https://openalex.org/W2054443856","https://openalex.org/W2115601997","https://openalex.org/W2032638424","https://openalex.org/W4283700969","https://openalex.org/W2316363602","https://openalex.org/W2374030819","https://openalex.org/W2004805122","https://openalex.org/W2061484505","https://openalex.org/W2381926221","https://openalex.org/W2103854443"],"abstract_inverted_index":{"Just":[0],"noticeable":[1],"difference":[2],"(JND)":[3],"reveals":[4],"the":[5,20,32,39,62,68,83,94,103,108,114,123,143,149],"visibility":[6],"of":[7,24,85,111,152],"our":[8],"human":[9],"visual":[10,69,89,95,156],"system":[11],"(HVS),":[12],"below":[13],"which":[14],"changes":[15],"cannot":[16],"be":[17],"perceived":[18],"by":[19,121],"human.":[21],"Though":[22],"dozens":[23],"JND":[25,40,104,135,150],"estimation":[26],"models":[27],"have":[28],"been":[29],"introduced":[30],"during":[31],"past":[33],"decade,":[34],"how":[35],"to":[36,66,107],"accurately":[37],"estimate":[38,148],"thresholds":[41,151],"for":[42,75],"different":[43,155],"content":[44,76,86,115,126],"regions":[45,153],"(e.g.,":[46],"edge":[47],"and":[48,78,91,130],"texture":[49],"region)":[50],"is":[51,64,97,137],"still":[52],"an":[53,72],"open":[54],"problem.":[55],"Research":[56],"on":[57,88],"cognitive":[58],"science":[59],"indicates":[60],"that":[61,93,101,142],"HVS":[63],"adaptive":[65],"extract":[67],"regularities":[70,116],"from":[71,125],"input":[73],"scene":[74],"perception":[77],"understanding.":[79],"Thus,":[80],"we":[81],"analyze":[82],"effect":[84,124],"regularity":[87,96],"sensitivity,":[90],"suggest":[92],"another":[98],"important":[99],"factor":[100],"determines":[102],"threshold.":[105],"According":[106],"orientation":[109],"distributions":[110],"local":[112],"regions,":[113],"are":[117],"firstly":[118],"calculated.":[119],"Then,":[120],"considering":[122],"regularity,":[127],"luminance":[128],"adaptation,":[129],"contrast":[131],"masking,":[132],"a":[133],"novel":[134],"model":[136,145],"proposed.":[138],"Experimental":[139],"results":[140],"demonstrate":[141],"proposed":[144],"can":[146],"effectively":[147],"with":[154],"contents.":[157]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}