{"id":"https://openalex.org/W4391974608","doi":"https://doi.org/10.1109/tmm.2024.3360697","title":"CDINet: Content Distortion Interaction Network for Blind Image Quality Assessment","display_name":"CDINet: Content Distortion Interaction Network for Blind Image Quality Assessment","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4391974608","doi":"https://doi.org/10.1109/tmm.2024.3360697"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2024.3360697","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2024.3360697","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","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":null,"display_name":"Limin Zheng","orcid":"https://orcid.org/0009-0006-3448-6442"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Limin Zheng","raw_affiliation_strings":["School of Computer Science, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0009-0006-3448-6442","affiliations":[{"raw_affiliation_string":"School of Computer Science, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054429480","display_name":"Yu Luo","orcid":"https://orcid.org/0000-0003-3968-9725"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Luo","raw_affiliation_strings":["School of Computer Science, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-3968-9725","affiliations":[{"raw_affiliation_string":"School of Computer Science, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101957983","display_name":"Zihan Zhou","orcid":"https://orcid.org/0009-0002-9375-1905"},"institutions":[{"id":"https://openalex.org/I101479585","display_name":"South China Agricultural University","ror":"https://ror.org/05v9jqt67","country_code":"CN","type":"education","lineage":["https://openalex.org/I101479585"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zihan Zhou","raw_affiliation_strings":["College of Mathematics and Informatics, South China Agricultural University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0009-0002-9375-1905","affiliations":[{"raw_affiliation_string":"College of Mathematics and Informatics, South China Agricultural University, Guangzhou, China","institution_ids":["https://openalex.org/I101479585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071647529","display_name":"Jie Ling","orcid":"https://orcid.org/0000-0001-7736-1566"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Ling","raw_affiliation_strings":["School of Computer Science, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-7736-1566","affiliations":[{"raw_affiliation_string":"School of Computer Science, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030883042","display_name":"Guanghui Yue","orcid":"https://orcid.org/0000-0002-6761-8767"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanghui Yue","raw_affiliation_strings":["National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, School of Biomedical Engineering, Shenzhen University Medical School, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-6761-8767","affiliations":[{"raw_affiliation_string":"National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, School of Biomedical Engineering, Shenzhen University Medical School, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.433,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.9347138,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"26","issue":null,"first_page":"7089","last_page":"7100"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9998999834060669,"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":0.9998999834060669,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9925000071525574,"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":0.9901000261306763,"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/computer-science","display_name":"Computer science","score":0.8253321051597595},{"id":"https://openalex.org/keywords/distortion","display_name":"Distortion (music)","score":0.5733032822608948},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.5452384352684021},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48630937933921814},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4844670295715332},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4809790849685669},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.36507219076156616},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1904161274433136},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.09930655360221863}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8253321051597595},{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.5733032822608948},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.5452384352684021},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48630937933921814},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4844670295715332},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4809790849685669},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.36507219076156616},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1904161274433136},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.09930655360221863},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2024.3360697","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2024.3360697","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"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"},{"id":"https://openalex.org/G7596383720","display_name":null,"funder_award_id":"62001302","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8679294037","display_name":null,"funder_award_id":"2021A1515011348","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320325571","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70"},{"id":"https://openalex.org/F4320337111","display_name":"Basic and Applied Basic Research Foundation of Guangdong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W1473786217","https://openalex.org/W1564676837","https://openalex.org/W1974013408","https://openalex.org/W1977725648","https://openalex.org/W1979451680","https://openalex.org/W1982471090","https://openalex.org/W1987489060","https://openalex.org/W2015196405","https://openalex.org/W2039219750","https://openalex.org/W2051596736","https://openalex.org/W2106775624","https://openalex.org/W2114338738","https://openalex.org/W2127913628","https://openalex.org/W2128559068","https://openalex.org/W2129644086","https://openalex.org/W2148848374","https://openalex.org/W2160715448","https://openalex.org/W2161907179","https://openalex.org/W2163370434","https://openalex.org/W2171349048","https://openalex.org/W2175282336","https://openalex.org/W2194775991","https://openalex.org/W2268672208","https://openalex.org/W2473697052","https://openalex.org/W2578005801","https://openalex.org/W2746639711","https://openalex.org/W2752223497","https://openalex.org/W2765164813","https://openalex.org/W2768087944","https://openalex.org/W2768340063","https://openalex.org/W2905544033","https://openalex.org/W2953590133","https://openalex.org/W2962974533","https://openalex.org/W2963814095","https://openalex.org/W2963975576","https://openalex.org/W3002992380","https://openalex.org/W3016719260","https://openalex.org/W3034882073","https://openalex.org/W3035595647","https://openalex.org/W3035719652","https://openalex.org/W3036239693","https://openalex.org/W3091249416","https://openalex.org/W3100404621","https://openalex.org/W3109016160","https://openalex.org/W3134397751","https://openalex.org/W3174166237","https://openalex.org/W3194280054","https://openalex.org/W3197175515","https://openalex.org/W4210361933","https://openalex.org/W4210800005","https://openalex.org/W4225642699","https://openalex.org/W4297094443","https://openalex.org/W4308233965","https://openalex.org/W4312327698","https://openalex.org/W4319300354","https://openalex.org/W4319336354","https://openalex.org/W4372340827","https://openalex.org/W4386172497","https://openalex.org/W6743767099"],"related_works":["https://openalex.org/W2328889547","https://openalex.org/W3003858543","https://openalex.org/W1969547578","https://openalex.org/W4312306082","https://openalex.org/W2378029901","https://openalex.org/W2171488351","https://openalex.org/W3023793255","https://openalex.org/W2358848605","https://openalex.org/W4236414678","https://openalex.org/W2755342338"],"abstract_inverted_index":{"Perceptual":[0],"image":[1,39,68,125,154,189,201],"quality":[2,40,69,103,190],"is":[3,11,28,64,133,145],"related":[4],"to":[5,15,20,31,78,147,171],"content":[6,46,76,107,167,196],"and":[7,47,101,109,115,155,168,197,230],"distortion.":[8],"Distortion":[9,60,71],"classification":[10],"a":[12,29,57,87,91,102],"common":[13],"way":[14],"learn":[16,79],"distortion":[17,22,48,110,127,141,169],"information.":[18],"How":[19],"extract":[21],"information":[23],"consistent":[24,129],"with":[25,121,130,176,205],"human":[26,131,206],"perception":[27,132],"problem":[30],"be":[32],"solved.":[33],"Besides,":[34],"the":[35,43,122,138,143,149,152,164,181,185,193,199,216],"joint":[36,186],"effect":[37],"on":[38,188,210],"caused":[41,191],"by":[42,75,192],"interplay":[44,194],"of":[45,84,124,166,195],"has":[49],"not":[50],"been":[51],"fully":[52],"studied.":[53],"In":[54],"this":[55],"paper,":[56],"novel":[58],"Content":[59],"Interaction":[61,98],"Network":[62],"(CDINet)":[63],"proposed":[65,160,182,217],"for":[66],"blind":[67],"assessment.":[70],"representation":[72,77,108,111,128],"are":[73,112],"guided":[74],"quality-aware":[80,221],"representation.":[81],"CDINet":[82,183,218],"consists":[83],"four":[85],"components:":[86],"Distortion-Aware":[88],"Module":[89,93],"(DAM),":[90],"Content-Aware":[92],"(CAM),":[94],"an":[95],"Asymmetric":[96],"Content-Distortion":[97],"(ACDI)":[99],"module,":[100],"regression":[104],"module.":[105],"The":[106,159],"extracted":[113],"respectively":[114],"fused":[116],"interactively":[117],"in":[118,140,226],"CDINet.":[119],"Specifically,":[120],"assistance":[123],"restoration,":[126],"learned.":[134],"To":[135],"further":[136],"improve":[137],"ability":[139],"representation,":[142,222],"DAM":[144],"used":[146],"construct":[148],"differences":[150],"between":[151],"distorted":[153,232],"its":[156],"reference":[157],"image.":[158],"ACDI":[161],"module":[162],"enables":[163],"interaction":[165],"representations":[170],"occur":[172],"at":[173],"different":[174],"levels":[175],"less":[177],"computational":[178],"cost.":[179],"Since":[180],"considers":[184],"impact":[187],"distortion,":[198],"predicted":[200],"qualities":[202],"highly":[203],"align":[204],"perception.":[207],"Comprehensive":[208],"experiments":[209],"8":[211],"benchmark":[212],"datasets":[213],"demonstrate":[214],"that":[215],"effectively":[219],"extracts":[220],"achieving":[223],"state-of-the-art":[224],"performance":[225],"evaluating":[227],"both":[228],"synthetically":[229],"authentically":[231],"images.":[233]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":3}],"updated_date":"2026-06-25T08:15:23.626066","created_date":"2025-10-10T00:00:00"}