{"id":"https://openalex.org/W2895322585","doi":"https://doi.org/10.3906/elk-1804-116","title":"Feature selection algorithm for no-reference image quality assessment using natural scene statistics","display_name":"Feature selection algorithm for no-reference image quality assessment using natural scene statistics","publication_year":2018,"publication_date":"2018-09-28","ids":{"openalex":"https://openalex.org/W2895322585","doi":"https://doi.org/10.3906/elk-1804-116","mag":"2895322585"},"language":"en","primary_location":{"id":"doi:10.3906/elk-1804-116","is_oa":true,"landing_page_url":"http://doi.org/10.3906/elk-1804-116","pdf_url":"https://doi.org/10.3906/elk-1804-116","source":{"id":"https://openalex.org/S32837994","display_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","issn_l":"1300-0632","issn":["1300-0632","1303-6203"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318422","host_organization_name":"Scientific and Technological Research Council of Turkey (TUBITAK)","host_organization_lineage":["https://openalex.org/P4310318422"],"host_organization_lineage_names":["Scientific and Technological Research Council of Turkey (TUBITAK)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.3906/elk-1804-116","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024809837","display_name":"Imran Fareed Nizami","orcid":"https://orcid.org/0000-0002-2693-4085"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Imran Fareed NIZAMI","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080542553","display_name":"Muhammad Majid","orcid":"https://orcid.org/0000-0003-3662-2525"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Muhammad MAJID","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5064767611","display_name":"Khawar Khurshid","orcid":"https://orcid.org/0000-0002-4897-2592"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Khawar KHURSHID","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5024809837"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.319,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.63191345,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"26","issue":"5","first_page":"2163","last_page":"2177"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9995999932289124,"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/T11165","display_name":"Image and Video Quality Assessment","score":0.9995999932289124,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9966999888420105,"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"}},{"id":"https://openalex.org/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"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/distortion","display_name":"Distortion (music)","score":0.7200875282287598},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.7026147842407227},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6685062646865845},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6195306181907654},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6088002920150757},{"id":"https://openalex.org/keywords/quality-score","display_name":"Quality Score","score":0.5991913080215454},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.5830864906311035},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5443590879440308},{"id":"https://openalex.org/keywords/rank-correlation","display_name":"Rank correlation","score":0.49860072135925293},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.4950208067893982},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4799209535121918},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.46701082587242126},{"id":"https://openalex.org/keywords/scene-statistics","display_name":"Scene statistics","score":0.43634548783302307},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.4170985221862793},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40356481075286865},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.29959386587142944},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.25712406635284424},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.08646956086158752},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.08131366968154907},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06307554244995117}],"concepts":[{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.7200875282287598},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7026147842407227},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6685062646865845},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6195306181907654},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6088002920150757},{"id":"https://openalex.org/C2779346075","wikidata":"https://www.wikidata.org/wiki/Q7268763","display_name":"Quality Score","level":3,"score":0.5991913080215454},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.5830864906311035},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5443590879440308},{"id":"https://openalex.org/C101601086","wikidata":"https://www.wikidata.org/wiki/Q3753228","display_name":"Rank correlation","level":2,"score":0.49860072135925293},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.4950208067893982},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4799209535121918},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.46701082587242126},{"id":"https://openalex.org/C197654239","wikidata":"https://www.wikidata.org/wiki/Q7430757","display_name":"Scene statistics","level":3,"score":0.43634548783302307},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.4170985221862793},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40356481075286865},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.29959386587142944},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.25712406635284424},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.08646956086158752},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.08131366968154907},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06307554244995117},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3906/elk-1804-116","is_oa":true,"landing_page_url":"http://doi.org/10.3906/elk-1804-116","pdf_url":"https://doi.org/10.3906/elk-1804-116","source":{"id":"https://openalex.org/S32837994","display_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","issn_l":"1300-0632","issn":["1300-0632","1303-6203"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318422","host_organization_name":"Scientific and Technological Research Council of Turkey (TUBITAK)","host_organization_lineage":["https://openalex.org/P4310318422"],"host_organization_lineage_names":["Scientific and Technological Research Council of Turkey (TUBITAK)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","raw_type":"journal-article"},{"id":"pmh:oai:dergipark.org.tr:article/574364","is_oa":false,"landing_page_url":"https://dergipark.org.tr/tr/pub/tbtkelektrik/issue/45630/574364","pdf_url":null,"source":{"id":"https://openalex.org/S4306401840","display_name":"DergiPark (Istanbul University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67581229","host_organization_name":"Istanbul University","host_organization_lineage":["https://openalex.org/I67581229"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"\\n                                                                    Volume: 26, Issue: 5\\n                                                                                                    2163-2177\\n                                                                \\n                            ","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.3906/elk-1804-116","is_oa":true,"landing_page_url":"http://doi.org/10.3906/elk-1804-116","pdf_url":"https://doi.org/10.3906/elk-1804-116","source":{"id":"https://openalex.org/S32837994","display_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","issn_l":"1300-0632","issn":["1300-0632","1303-6203"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318422","host_organization_name":"Scientific and Technological Research Council of Turkey (TUBITAK)","host_organization_lineage":["https://openalex.org/P4310318422"],"host_organization_lineage_names":["Scientific and Technological Research Council of Turkey (TUBITAK)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2895322585.pdf","grobid_xml":"https://content.openalex.org/works/W2895322585.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3194862240","https://openalex.org/W2782916784","https://openalex.org/W4206325381","https://openalex.org/W2295706819","https://openalex.org/W2043597472","https://openalex.org/W2287569001","https://openalex.org/W4226186675","https://openalex.org/W54224318","https://openalex.org/W2552902349","https://openalex.org/W2104070163"],"abstract_inverted_index":{"Images":[0],"play":[1],"an":[2],"essential":[3],"part":[4],"in":[5,146,176],"our":[6],"daily":[7],"lives":[8],"and":[9,66,108,182],"the":[10,19,34,43,47,58,74,126,132,147,164],"performance":[11,175],"of":[12,22,42,46,64,81,90,128,162],"various":[13],"imaging":[14],"applications":[15],"is":[16,100,123],"dependent":[17],"on":[18,62,87,125,131,189],"user?s":[20],"quality":[21,26,76],"experience.":[23],"No-reference":[24],"image":[25,75,106],"assessment":[27],"(NR-IQA)":[28],"has":[29,83],"gained":[30],"importance":[31],"to":[32,178],"assess":[33],"perceived":[35],"quality,":[36],"without":[37],"using":[38],"any":[39],"prior":[40],"information":[41],"nondistorted":[44],"version":[45],"image.":[48],"Different":[49],"NR-IQA":[50,172,180],"techniques":[51,181],"that":[52,111,150],"utilize":[53],"natural":[54],"scene":[55],"statistics":[56],"classify":[57],"distortion":[59,82,103,118],"type":[60,80],"based":[61,105,124],"groups":[63,115,143],"features":[65,69,153],"then":[67],"these":[68],"are":[70,144],"used":[71,145,192],"for":[72,102,116,171],"estimating":[73],"score.":[77,139],"However,":[78],"every":[79],"a":[84,95],"different":[85],"impact":[86],"certain":[88],"sets":[89],"features.":[91,165],"In":[92],"this":[93],"paper,":[94],"new":[96],"feature":[97,114,130,142,168,184],"selection":[98,121,169,185],"algorithm":[99,170],"proposed":[101,167],"identification":[104],"verity":[107],"integration":[109],"evaluation":[110],"selects":[112],"distinct":[113],"each":[117,129],"type.":[119],"The":[120,166],"procedure":[122],"contribution":[127],"Spearman":[133],"rank":[134],"order":[135],"correlation":[136],"constant":[137],"(SROCC)":[138],"Only":[140],"those":[141],"prediction":[148],"model":[149],"have":[151],"majority":[152],"with":[154],"SROCC":[155,160],"score":[156,161],"greater":[157],"than":[158],"mean":[159],"all":[163],"shows":[173],"better":[174],"comparison":[177],"state-of-the-art":[179],"other":[183],"algorithms":[186],"when":[187],"evaluated":[188],"three":[190],"commonly":[191],"databases.":[193]},"counts_by_year":[{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}