{"id":"https://openalex.org/W4411639869","doi":"https://doi.org/10.1109/access.2025.3583029","title":"Comparing Blind Image Quality Metrics for Reliable Image Assessment","display_name":"Comparing Blind Image Quality Metrics for Reliable Image Assessment","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4411639869","doi":"https://doi.org/10.1109/access.2025.3583029"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3583029","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3583029","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3583029","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5118628647","display_name":"Cristian George Fieraru","orcid":null},"institutions":[{"id":"https://openalex.org/I3123573182","display_name":"Transylvania University of Bra\u0219ov","ror":"https://ror.org/01cg9ws23","country_code":"RO","type":"education","lineage":["https://openalex.org/I3123573182"]}],"countries":["RO"],"is_corresponding":true,"raw_author_name":"Cristian George Fieraru","raw_affiliation_strings":["Department of Mathematics and Computer Science, Faculty of Mathematics and Computer Science, Transilvania University of Braşov, Braşov, Romania","Faculty of Mathematics and Computer Science, Transilvania University of Brasov, Romania"],"raw_orcid":"https://orcid.org/0009-0001-0313-0703","affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, Faculty of Mathematics and Computer Science, Transilvania University of Braşov, Braşov, Romania","institution_ids":["https://openalex.org/I3123573182"]},{"raw_affiliation_string":"Faculty of Mathematics and Computer Science, Transilvania University of Brasov, Romania","institution_ids":["https://openalex.org/I3123573182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5118628648","display_name":"Maria Biseric\u0103","orcid":null},"institutions":[{"id":"https://openalex.org/I3123573182","display_name":"Transylvania University of Bra\u0219ov","ror":"https://ror.org/01cg9ws23","country_code":"RO","type":"education","lineage":["https://openalex.org/I3123573182"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Maria Biseric\u0103","raw_affiliation_strings":["Department of Mathematics and Computer Science, Faculty of Mathematics and Computer Science, Transilvania University of Braşov, Braşov, Romania","Faculty of Mathematics and Computer Science, Transilvania University of Brasov, Romania"],"raw_orcid":"https://orcid.org/0009-0008-7298-325X","affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, Faculty of Mathematics and Computer Science, Transilvania University of Braşov, Braşov, Romania","institution_ids":["https://openalex.org/I3123573182"]},{"raw_affiliation_string":"Faculty of Mathematics and Computer Science, Transilvania University of Brasov, Romania","institution_ids":["https://openalex.org/I3123573182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022269674","display_name":"Ioana Cristina Plajer","orcid":"https://orcid.org/0000-0002-2666-8215"},"institutions":[{"id":"https://openalex.org/I3123573182","display_name":"Transylvania University of Bra\u0219ov","ror":"https://ror.org/01cg9ws23","country_code":"RO","type":"education","lineage":["https://openalex.org/I3123573182"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Ioana Cristina Plajer","raw_affiliation_strings":["Department of Mathematics and Computer Science, Faculty of Mathematics and Computer Science, Transilvania University of Braşov, Braşov, Romania","Department of Mathematics and Computer Science, Transilvania University of Brasov, Romania"],"raw_orcid":"https://orcid.org/0000-0002-2666-8215","affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, Faculty of Mathematics and Computer Science, Transilvania University of Braşov, Braşov, Romania","institution_ids":["https://openalex.org/I3123573182"]},{"raw_affiliation_string":"Department of Mathematics and Computer Science, Transilvania University of Brasov, Romania","institution_ids":["https://openalex.org/I3123573182"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023410095","display_name":"Mihai Ivanovici","orcid":"https://orcid.org/0000-0002-0803-2918"},"institutions":[{"id":"https://openalex.org/I3123573182","display_name":"Transylvania University of Bra\u0219ov","ror":"https://ror.org/01cg9ws23","country_code":"RO","type":"education","lineage":["https://openalex.org/I3123573182"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Mihai Ivanovici","raw_affiliation_strings":["Department of Electronics and Computers, Faculty of Electrical Engineering and Computer Science, Transilvania University of Braşov, Braşov, Romania","Department of Electronics and Computers, Faculty of Electrical Engineering and Computer Science, Transilvania University, Braşov, Romania"],"raw_orcid":"https://orcid.org/0000-0002-0803-2918","affiliations":[{"raw_affiliation_string":"Department of Electronics and Computers, Faculty of Electrical Engineering and Computer Science, Transilvania University of Braşov, Braşov, Romania","institution_ids":["https://openalex.org/I3123573182"]},{"raw_affiliation_string":"Department of Electronics and Computers, Faculty of Electrical Engineering and Computer Science, Transilvania University, Braşov, Romania","institution_ids":["https://openalex.org/I3123573182"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5118628647"],"corresponding_institution_ids":["https://openalex.org/I3123573182"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.0417,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.79351205,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"13","issue":null,"first_page":"110322","last_page":"110335"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9771999716758728,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9771999716758728,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9686999917030334,"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/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9537000060081482,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/computer-science","display_name":"Computer science","score":0.7184284925460815},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.6441643238067627},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.568798303604126},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5203511118888855},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.48870542645454407},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4662775993347168},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4453262388706207}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7184284925460815},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.6441643238067627},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.568798303604126},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5203511118888855},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.48870542645454407},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4662775993347168},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4453262388706207},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3583029","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3583029","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:09e1b14cf36841738c8829bae892380e","is_oa":true,"landing_page_url":"https://doaj.org/article/09e1b14cf36841738c8829bae892380e","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 110322-110335 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3583029","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3583029","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W289976167","https://openalex.org/W1555168845","https://openalex.org/W1677182931","https://openalex.org/W1971155098","https://openalex.org/W1979355905","https://openalex.org/W1982471090","https://openalex.org/W1994849748","https://openalex.org/W2051596736","https://openalex.org/W2060131032","https://openalex.org/W2074907730","https://openalex.org/W2091769848","https://openalex.org/W2096021365","https://openalex.org/W2097117768","https://openalex.org/W2102166818","https://openalex.org/W2129644086","https://openalex.org/W2148848374","https://openalex.org/W2155653793","https://openalex.org/W2158698691","https://openalex.org/W2161907179","https://openalex.org/W2162692770","https://openalex.org/W2163370434","https://openalex.org/W2194775991","https://openalex.org/W2472413205","https://openalex.org/W2520018542","https://openalex.org/W2593290446","https://openalex.org/W2768340063","https://openalex.org/W2807793257","https://openalex.org/W2885776085","https://openalex.org/W2903193781","https://openalex.org/W2905544033","https://openalex.org/W2919234133","https://openalex.org/W2964081807","https://openalex.org/W2990095910","https://openalex.org/W3002992380","https://openalex.org/W3014734196","https://openalex.org/W3022021080","https://openalex.org/W3022710784","https://openalex.org/W3023338037","https://openalex.org/W3035712445","https://openalex.org/W3035719652","https://openalex.org/W3041947901","https://openalex.org/W3112872780","https://openalex.org/W3182920728","https://openalex.org/W4239181501","https://openalex.org/W4240238560","https://openalex.org/W4301496183","https://openalex.org/W4304098873","https://openalex.org/W4312606564","https://openalex.org/W4312890925","https://openalex.org/W4315498873","https://openalex.org/W4319459215","https://openalex.org/W4367146870","https://openalex.org/W4381432944","https://openalex.org/W4387583573","https://openalex.org/W4392405486","https://openalex.org/W4400188103","https://openalex.org/W4403331529","https://openalex.org/W4404688212","https://openalex.org/W6631190155","https://openalex.org/W6637373629","https://openalex.org/W6788135285","https://openalex.org/W6793164127"],"related_works":["https://openalex.org/W2755342338","https://openalex.org/W2779427294","https://openalex.org/W2775347418","https://openalex.org/W2625805835","https://openalex.org/W2079911747","https://openalex.org/W3116076068","https://openalex.org/W3003936178","https://openalex.org/W2145652935","https://openalex.org/W2563206327","https://openalex.org/W2069885731"],"abstract_inverted_index":{"Reliable":[0],"image":[1,27,39,75,89,173],"quality":[2,28,40,76,90],"assessment":[3,41,77],"is":[4,94],"essential":[5],"not":[6],"only":[7],"in":[8,87,130,133],"digital":[9],"photography":[10],"but":[11],"also":[12,158],"as":[13,117],"a":[14,35,52,60,66,99,150,164],"key":[15],"metric":[16],"for":[17,26,59],"evaluating":[18,84],"the":[19,56,113,137,168,181],"performance":[20,105],"of":[21,38,101,112,135,139,167,180],"algorithms":[22],"and":[23,45,79,103,141,143,178,187],"models":[24,126],"designed":[25],"enhancement":[29],"or":[30],"generation.":[31],"In":[32],"recent":[33],"years,":[34],"wide":[36],"range":[37],"metrics,":[42],"both":[43,136],"traditional":[44,73],"learning-based,":[46],"have":[47],"been":[48],"proposed,":[49],"making":[50],"it":[51],"challenge":[53],"to":[54,160],"select":[55],"appropriate":[57],"method":[58],"given":[61],"task.":[62],"This":[63],"study":[64],"presents":[65],"comparative":[67,165],"analysis":[68,157],"between":[69],"five":[70,80],"widely":[71],"used":[72],"no-reference":[74],"techniques":[78],"machine":[81,124],"learning-based":[82],"approaches,":[83],"their":[85],"effectiveness":[86],"computing":[88],"scores.":[91],"The":[92,123,156],"evaluation":[93,166],"carried":[95],"out":[96],"comprehensively":[97],"using":[98],"set":[100],"standard":[102],"advanced":[104],"metrics.":[106],"Furthermore,":[107],"we":[108,144],"analyze":[109],"how":[110],"characteristics":[111],"training":[114,185],"datasets,":[115],"such":[116],"score":[118],"distribution,":[119],"influence":[120],"model":[121],"performance.":[122],"learning":[125],"considered":[127],"vary":[128],"significantly":[129],"architectural":[131],"complexity,":[132],"terms":[134],"number":[138],"layers":[140],"parameters,":[142],"investigate":[145],"whether":[146],"this":[147],"variability":[148],"has":[149],"considerable":[151],"impact":[152],"on":[153,170],"prediction":[154],"accuracy.":[155],"extends":[159],"non-photographic":[161],"imagery,":[162],"with":[163],"methods":[169],"hyperspectral":[171],"satellite":[172],"visualizations.":[174],"For":[175],"full":[176],"transparency":[177],"reproducibility":[179],"current":[182],"study,":[183],"all":[184],"parameters":[186],"hardware":[188],"specifications":[189],"are":[190],"reported.":[191]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-05-11T08:15:01.531666","created_date":"2025-10-10T00:00:00"}