{"id":"https://openalex.org/W7152476165","doi":"https://doi.org/10.1109/tip.2026.3680564","title":"Perception-Inspired Network for Stereo Image Quality Assessment","display_name":"Perception-Inspired Network for Stereo Image Quality Assessment","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7152476165","doi":"https://doi.org/10.1109/tip.2026.3680564","pmid":"https://pubmed.ncbi.nlm.nih.gov/41955151"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2026.3680564","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2026.3680564","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","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/A5062490905","display_name":"Yongli Chang","orcid":"https://orcid.org/0000-0002-2803-6983"},"institutions":[{"id":"https://openalex.org/I118574674","display_name":"Jiangsu Normal University","ror":"https://ror.org/051hvcm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I118574674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongli Chang","raw_affiliation_strings":["School of Physics and Electronic Engineering, Jiangsu Normal University, Xuzhou, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Physics and Electronic Engineering, Jiangsu Normal University, Xuzhou, Jiangsu, China","institution_ids":["https://openalex.org/I118574674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030883042","display_name":"Guanghui Yue","orcid":"https://orcid.org/0000-0002-6761-8767"},"institutions":[{"id":"https://openalex.org/I4210145292","display_name":"Shenzhen University Health Science Center","ror":"https://ror.org/04yjbr930","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210145292"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanghui Yue","raw_affiliation_strings":["Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, the National Regional Key Technology Engineering Laboratory for Medical Ultrasound, the Marshall Laboratory of Biomedical Engineering, the School of Biomedical Engineering, Shenzhen University Medical School, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-6761-8767","affiliations":[{"raw_affiliation_string":"Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, the National Regional Key Technology Engineering Laboratory for Medical Ultrasound, the Marshall Laboratory of Biomedical Engineering, the School of Biomedical Engineering, Shenzhen University Medical School, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I4210145292"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Bo Zhao","orcid":"https://orcid.org/0000-0001-8485-0763"},"institutions":[{"id":"https://openalex.org/I118574674","display_name":"Jiangsu Normal University","ror":"https://ror.org/051hvcm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I118574674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Zhao","raw_affiliation_strings":["School of Physics and Electronic Engineering, Jiangsu Normal University, Xuzhou, Jiangsu, China"],"raw_orcid":"https://orcid.org/0000-0001-8485-0763","affiliations":[{"raw_affiliation_string":"School of Physics and Electronic Engineering, Jiangsu Normal University, Xuzhou, Jiangsu, China","institution_ids":["https://openalex.org/I118574674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011732131","display_name":"Li Yu","orcid":"https://orcid.org/0000-0002-8855-8089"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Yu","raw_affiliation_strings":["School of Computer Science, Nanjing University of Information Science and Technology, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-8855-8089","affiliations":[{"raw_affiliation_string":"School of Computer Science, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086183661","display_name":"Yakun Ju","orcid":"https://orcid.org/0000-0003-4065-4108"},"institutions":[{"id":"https://openalex.org/I153648349","display_name":"University of Leicester","ror":"https://ror.org/04h699437","country_code":"GB","type":"education","lineage":["https://openalex.org/I153648349"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yakun Ju","raw_affiliation_strings":["School of Computing and Mathematical Sciences, University of Leicester, Leicester, U.K"],"raw_orcid":"https://orcid.org/0000-0003-4065-4108","affiliations":[{"raw_affiliation_string":"School of Computing and Mathematical Sciences, University of Leicester, Leicester, U.K","institution_ids":["https://openalex.org/I153648349"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116166936","display_name":"Hadi Amirpour","orcid":null},"institutions":[{"id":"https://openalex.org/I4210166741","display_name":"University of Klagenfurt","ror":"https://ror.org/05q9m0937","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210166741"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Hadi Amirpour","raw_affiliation_strings":["Institute of Information Technology, University of Klagenfurt, Klagenfurt am W&#x00F6;rthersee, Austria"],"raw_orcid":"https://orcid.org/0000-0001-9853-1720","affiliations":[{"raw_affiliation_string":"Institute of Information Technology, University of Klagenfurt, Klagenfurt am W&#x00F6;rthersee, Austria","institution_ids":["https://openalex.org/I4210166741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133270545","display_name":"Moncef Gabbouj","orcid":"https://orcid.org/0000-0002-9788-2323"},"institutions":[{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Moncef Gabbouj","raw_affiliation_strings":["Faculty of Information Technology and Communication Sciences, Tampere University, Tampere, Finland"],"raw_orcid":"https://orcid.org/0000-0002-9788-2323","affiliations":[{"raw_affiliation_string":"Faculty of Information Technology and Communication Sciences, Tampere University, Tampere, Finland","institution_ids":["https://openalex.org/I166825849"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077250575","display_name":"Wei Zhou","orcid":"https://orcid.org/0000-0003-3641-1429"},"institutions":[{"id":"https://openalex.org/I79510175","display_name":"Cardiff University","ror":"https://ror.org/03kk7td41","country_code":"GB","type":"education","lineage":["https://openalex.org/I79510175"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Wei Zhou","raw_affiliation_strings":["School of Computer Science and Informatics, Cardiff University, Cardiff, U.K"],"raw_orcid":"https://orcid.org/0000-0003-3641-1429","affiliations":[{"raw_affiliation_string":"School of Computer Science and Informatics, Cardiff University, Cardiff, U.K","institution_ids":["https://openalex.org/I79510175"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.38600788,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"35","issue":null,"first_page":"4027","last_page":"4039"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.289900004863739,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.289900004863739,"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":0.13449999690055847,"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/T11165","display_name":"Image and Video Quality Assessment","score":0.12929999828338623,"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/image-quality","display_name":"Image quality","score":0.559499979019165},{"id":"https://openalex.org/keywords/stereo-image","display_name":"Stereo image","score":0.5163000226020813},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.5087000131607056},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4142000079154968},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4020000100135803},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.3889999985694885},{"id":"https://openalex.org/keywords/stereopsis","display_name":"Stereopsis","score":0.35199999809265137},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.3440999984741211},{"id":"https://openalex.org/keywords/quality-assessment","display_name":"Quality assessment","score":0.3346000015735626}],"concepts":[{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7494999766349792},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7439000010490417},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6881999969482422},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.559499979019165},{"id":"https://openalex.org/C2987632653","wikidata":"https://www.wikidata.org/wiki/Q7611220","display_name":"Stereo image","level":3,"score":0.5163000226020813},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.5087000131607056},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4142000079154968},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4020000100135803},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.3889999985694885},{"id":"https://openalex.org/C68537008","wikidata":"https://www.wikidata.org/wiki/Q247932","display_name":"Stereopsis","level":2,"score":0.35199999809265137},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.3440999984741211},{"id":"https://openalex.org/C3020001037","wikidata":"https://www.wikidata.org/wiki/Q836575","display_name":"Quality assessment","level":3,"score":0.3346000015735626},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.32829999923706055},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3183000087738037},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.3156000077724457},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.30790001153945923},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.298799991607666},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.2833999991416931},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.28130000829696655},{"id":"https://openalex.org/C13481523","wikidata":"https://www.wikidata.org/wiki/Q412438","display_name":"Image compression","level":4,"score":0.2736999988555908},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.26739999651908875},{"id":"https://openalex.org/C63099799","wikidata":"https://www.wikidata.org/wiki/Q17147001","display_name":"Image texture","level":4,"score":0.2671999931335449},{"id":"https://openalex.org/C31451488","wikidata":"https://www.wikidata.org/wiki/Q5157586","display_name":"Computer stereo vision","level":3,"score":0.2669999897480011},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.25999999046325684},{"id":"https://openalex.org/C35861506","wikidata":"https://www.wikidata.org/wiki/Q17141434","display_name":"Stereo cameras","level":3,"score":0.2590999901294708},{"id":"https://openalex.org/C193536780","wikidata":"https://www.wikidata.org/wiki/Q1513153","display_name":"Edge detection","level":4,"score":0.2547000050544739}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tip.2026.3680564","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2026.3680564","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","raw_type":"journal-article"},{"id":"pmid:41955151","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41955151","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 image processing : a publication of the IEEE Signal Processing Society","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6188645457","display_name":null,"funder_award_id":"2024A1515030025","funder_id":"https://openalex.org/F4320322161","funder_display_name":"Guangdong Medical Research Foundation"},{"id":"https://openalex.org/G6370623351","display_name":null,"funder_award_id":"62371305","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322161","display_name":"Guangdong Medical Research Foundation","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Existing":[0],"stereo":[1],"image":[2,77],"quality":[3,122,139,144],"assessment":[4],"(SIQA)":[5],"methods":[6],"generally":[7],"have":[8],"limitations":[9],"in":[10],"binocular":[11,30,48,57,73],"fusion":[12,49],"and":[13,35,69,108,172],"fine-grained":[14,115],"perception":[15,37,116],"modeling.":[16],"To":[17,90],"address":[18],"these":[19],"issues,":[20],"we":[21,93,118],"propose":[22,94,119],"a":[23,46,95,120,137,143,163,173],"Perception-Inspired":[24],"Network":[25],"for":[26,87],"SIQA":[27],"that":[28,125,155],"simulates":[29,126],"difference-guided":[31,47],"fusion,":[32],"high-frequency":[33,82,96],"sensitivity,":[34],"hierarchical":[36,121],"mechanisms":[38],"of":[39,165,175],"the":[40,56,67,76,81,102,127,156,168,178],"human":[41,103,128,149],"visual":[42],"system":[43],"(HVS).":[44],"First,":[45],"(DGBF)":[50],"module":[51,98],"is":[52],"designed":[53],"to":[54,71,100,106,112,135],"mimic":[55],"difference":[58,63],"sensitivity":[59,105],"mechanism,":[60],"which":[61,84],"exploits":[62],"information":[64],"at":[65],"both":[66],"feature-level":[68],"image-level":[70],"optimize":[72],"fusion.":[74],"Furthermore,":[75],"distortion":[78],"primarily":[79],"affects":[80],"components,":[83],"are":[85],"critical":[86],"perceptual":[88,129],"quality.":[89],"reflect":[91],"this,":[92],"enhancement":[97],"(HFEM)":[99],"simulate":[101],"eye's":[104],"edge":[107],"texture":[109],"distortions.":[110],"Finally,":[111],"better":[113],"achieve":[114],"modeling,":[117],"regression":[123],"strategy":[124],"process,":[130],"from":[131],"perceiving":[132],"local":[133],"details":[134],"forming":[136],"global":[138],"judgment,":[140],"thereby":[141],"achieving":[142,162],"prediction":[145],"more":[146],"aligned":[147],"with":[148],"subjective":[150],"evaluation.":[151],"Experimental":[152],"results":[153],"demonstrate":[154],"proposed":[157],"method":[158],"outperforms":[159],"mainstream":[160],"approaches,":[161],"PLCC":[164,174],"0.9734":[166],"on":[167,177],"LIVE":[169,179],"I":[170],"database,":[171],"0.9632":[176],"II":[180],"database.":[181]},"counts_by_year":[],"updated_date":"2026-04-21T06:05:55.347736","created_date":"2026-04-10T00:00:00"}
