{"id":"https://openalex.org/W4406947414","doi":"https://doi.org/10.1109/tmm.2024.3521734","title":"Dual Residual-Guided Interactive Learning for the Quality Assessment of Enhanced Images","display_name":"Dual Residual-Guided Interactive Learning for the Quality Assessment of Enhanced Images","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4406947414","doi":"https://doi.org/10.1109/tmm.2024.3521734"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2024.3521734","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2024.3521734","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":"https://openalex.org/A5076929850","display_name":"Shishun Tian","orcid":"https://orcid.org/0000-0002-7616-8382"},"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":"Shishun Tian","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Intelligent Information Processing, College of Electronics and Information Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-7616-8382","affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Intelligent Information Processing, College of Electronics and Information Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050870560","display_name":"Tiantian Zeng","orcid":"https://orcid.org/0000-0002-3609-6556"},"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":"Tiantian Zeng","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Intelligent Information Processing, College of Electronics and Information Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-3609-6556","affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Intelligent Information Processing, College of Electronics and Information Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074110693","display_name":"Zhengyu Zhang","orcid":"https://orcid.org/0000-0002-8385-4890"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengyu Zhang","raw_affiliation_strings":["School of Electronic and Communication Engineering, Guangzhou University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-8385-4890","affiliations":[{"raw_affiliation_string":"School of Electronic and Communication Engineering, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035616324","display_name":"Wenbin Zou","orcid":"https://orcid.org/0000-0003-1389-9089"},"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":"Wenbin Zou","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Intelligent Information Processing, College of Electronics and Information Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-1389-9089","affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Intelligent Information Processing, College of Electronics and Information Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100445591","display_name":"Xia Li","orcid":"https://orcid.org/0000-0002-8043-9966"},"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":"Xia Li","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Intelligent Information Processing, College of Electronics and Information Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-8043-9966","affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Intelligent Information Processing, College of Electronics and Information Engineering, Shenzhen University, 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":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.02148544,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"27","issue":null,"first_page":"1637","last_page":"1651"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.9526000022888184,"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"}},"topics":[{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.9526000022888184,"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/T11165","display_name":"Image and Video Quality Assessment","score":0.9517999887466431,"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":0.9466999769210815,"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":0.8405478000640869},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.5498688817024231},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.48941245675086975},{"id":"https://openalex.org/keywords/quality-assessment","display_name":"Quality assessment","score":0.4567983150482178},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45550844073295593},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.4252728223800659},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3709719479084015},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3593861162662506},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3526362180709839},{"id":"https://openalex.org/keywords/evaluation-methods","display_name":"Evaluation methods","score":0.13113442063331604},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.09117791056632996}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8405478000640869},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.5498688817024231},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.48941245675086975},{"id":"https://openalex.org/C3020001037","wikidata":"https://www.wikidata.org/wiki/Q836575","display_name":"Quality assessment","level":3,"score":0.4567983150482178},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45550844073295593},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.4252728223800659},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3709719479084015},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3593861162662506},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3526362180709839},{"id":"https://openalex.org/C3018395757","wikidata":"https://www.wikidata.org/wiki/Q1379672","display_name":"Evaluation methods","level":2,"score":0.13113442063331604},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.09117791056632996},{"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},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"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/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2024.3521734","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2024.3521734","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/G4465114447","display_name":null,"funder_award_id":"62101344","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G548353266","display_name":null,"funder_award_id":"62171294","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6372154562","display_name":null,"funder_award_id":"2022A1515010159","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/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":57,"referenced_works":["https://openalex.org/W1552073401","https://openalex.org/W1974013408","https://openalex.org/W1986431218","https://openalex.org/W2128254161","https://openalex.org/W2133665775","https://openalex.org/W2156936307","https://openalex.org/W2163352848","https://openalex.org/W2171349048","https://openalex.org/W2181646778","https://openalex.org/W2430408220","https://openalex.org/W2474516010","https://openalex.org/W2523532944","https://openalex.org/W2555821752","https://openalex.org/W2563786098","https://openalex.org/W2566376500","https://openalex.org/W2594112328","https://openalex.org/W2777280533","https://openalex.org/W2894938704","https://openalex.org/W2918431349","https://openalex.org/W2953590133","https://openalex.org/W3010589601","https://openalex.org/W3016917677","https://openalex.org/W3028365735","https://openalex.org/W3035719652","https://openalex.org/W3094797876","https://openalex.org/W3160694286","https://openalex.org/W3171407434","https://openalex.org/W3193517049","https://openalex.org/W3194280054","https://openalex.org/W3194293177","https://openalex.org/W3204515269","https://openalex.org/W3212254418","https://openalex.org/W4210361933","https://openalex.org/W4214745154","https://openalex.org/W4224273292","https://openalex.org/W4225466252","https://openalex.org/W4226213342","https://openalex.org/W4285234777","https://openalex.org/W4296473479","https://openalex.org/W4307504011","https://openalex.org/W4310823379","https://openalex.org/W4312586822","https://openalex.org/W4360603643","https://openalex.org/W4361802848","https://openalex.org/W4366308799","https://openalex.org/W4377079715","https://openalex.org/W4377235151","https://openalex.org/W4381198666","https://openalex.org/W4381715078","https://openalex.org/W4381716707","https://openalex.org/W4385545851","https://openalex.org/W4386075513","https://openalex.org/W4386280774","https://openalex.org/W4386472815","https://openalex.org/W4386597154","https://openalex.org/W4388692023","https://openalex.org/W4390871817"],"related_works":["https://openalex.org/W2560215812","https://openalex.org/W2949601986","https://openalex.org/W2788972299","https://openalex.org/W2521347458","https://openalex.org/W2498789492","https://openalex.org/W2729981612","https://openalex.org/W4233449973","https://openalex.org/W2925692864","https://openalex.org/W2768526084","https://openalex.org/W151988857"],"abstract_inverted_index":{"Image":[0],"enhancement":[1,20,186],"algorithms":[2],"can":[3],"facilitate":[4],"computer":[5],"vision":[6],"tasks":[7],"in":[8,32,53,56,104,137,154,198],"real":[9],"applications.":[10],"However,":[11],"various":[12],"distortions":[13,150],"may":[14],"also":[15],"be":[16],"introduced":[17],"by":[18,129],"image":[19,24,89],"algorithms.":[21],"Therefore,":[22],"the":[23,70,101,120,144,155,167,171,193,218],"quality":[25,63,90],"assessment":[26,91],"(IQA)":[27],"plays":[28],"a":[29,87,108,160,183],"crucial":[30],"role":[31],"accurately":[33],"evaluating":[34],"enhanced":[35,42,65,102,156],"images":[36,66,73,103,157],"to":[37,118,124,165,177,191,217],"provide":[38],"dependable":[39],"feedback.":[40],"Current":[41],"IQA":[43,220],"methods":[44,61],"are":[45,78,175],"mainly":[46],"designed":[47],"for":[48,100],"single":[49],"specific":[50],"scenarios,":[51],"resulting":[52],"limited":[54],"performance":[55,211],"other":[57],"scenarios.":[58,106],"Besides,":[59],"no-reference":[60],"predict":[62],"utilizing":[64],"alone,":[67],"which":[68],"ignores":[69],"existing":[71],"degraded":[72],"that":[74,151,174,205],"contain":[75],"valuable":[76],"information,":[77],"not":[79],"reliable":[80],"enough.":[81],"In":[82],"this":[83],"work,":[84],"we":[85,142],"propose":[86,159],"degraded-reference":[88],"method":[92],"based":[93],"on":[94,170],"dual":[95,161],"residual-guided":[96,162],"interactive":[97,139],"learning":[98],"(DRGQA)":[99],"multiple":[105],"Specifically,":[107],"global":[109],"and":[110,135,147,158],"local":[111],"feature":[112,185],"collaboration":[113],"module":[114,163,187],"(GLCM)":[115],"is":[116,189],"proposed":[117,190,207],"imitate":[119],"perception":[121],"of":[122,196],"observers":[123],"capture":[125],"comprehensive":[126],"quality-aware":[127],"features":[128,197],"using":[130],"convolutional":[131],"neural":[132],"networks":[133],"(CNN)":[134],"Transformers":[136],"an":[138],"manner.":[140],"Then,":[141],"investigate":[143],"structure":[145],"damage":[146],"color":[148],"shift":[149],"commonly":[152],"occur":[153],"(DRGM)":[164],"make":[166],"model":[168],"concentrate":[169],"distorted":[172],"regions":[173],"sensitive":[176],"human":[178],"visual":[179],"system":[180],"(HVS).":[181],"Furthermore,":[182],"distortion-aware":[184],"(DEM)":[188],"improve":[192],"representation":[194],"abilities":[195],"deeper":[199],"networks.":[200],"Extensive":[201],"experimental":[202],"results":[203],"demonstrate":[204],"our":[206],"DRGQA":[208],"achieves":[209],"superior":[210],"with":[212],"lower":[213],"computational":[214],"complexity":[215],"compared":[216],"state-of-the-art":[219],"methods.":[221]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}