{"id":"https://openalex.org/W4406857684","doi":"https://doi.org/10.1109/tmm.2025.3535324","title":"Eliminating Moir\u00e9 Patterns Across Diverse Image Resolutions via DMMNet","display_name":"Eliminating Moir\u00e9 Patterns Across Diverse Image Resolutions via DMMNet","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4406857684","doi":"https://doi.org/10.1109/tmm.2025.3535324"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2025.3535324","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2025.3535324","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/A5003487596","display_name":"Yikun Ma","orcid":"https://orcid.org/0009-0009-9431-5540"},"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"]},{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yikun Ma","raw_affiliation_strings":["School of Intelligent Systems Engineering, Shenzhen Campus of Sun Yat-sen University, Shenzhen, Guangdong, P.R. China","School of Intelligent Systems Engineering, Shenzhen Campus of Sun Yat-sen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"School of Intelligent Systems Engineering, Shenzhen Campus of Sun Yat-sen University, Shenzhen, Guangdong, P.R. China","institution_ids":["https://openalex.org/I180726961","https://openalex.org/I157773358"]},{"raw_affiliation_string":"School of Intelligent Systems Engineering, Shenzhen Campus of Sun Yat-sen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961","https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101519820","display_name":"Haoran Qi","orcid":null},"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"]},{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoran Qi","raw_affiliation_strings":["School of Intelligent Systems Engineering, Shenzhen Campus of Sun Yat-sen University, Shenzhen, Guangdong, P.R. China","School of Intelligent Systems Engineering, Shenzhen Campus of Sun Yat-sen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"School of Intelligent Systems Engineering, Shenzhen Campus of Sun Yat-sen University, Shenzhen, Guangdong, P.R. China","institution_ids":["https://openalex.org/I180726961","https://openalex.org/I157773358"]},{"raw_affiliation_string":"School of Intelligent Systems Engineering, Shenzhen Campus of Sun Yat-sen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961","https://openalex.org/I157773358"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039127802","display_name":"Zhi Jin","orcid":"https://orcid.org/0000-0001-9670-7366"},"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"]},{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhi Jin","raw_affiliation_strings":["School of Intelligent Systems Engineering, Shenzhen Campus of Sun Yat-sen University, Shenzhen, Guangdong, P.R. China","School of Intelligent Systems Engineering, Shenzhen Campus of Sun Yat-sen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"School of Intelligent Systems Engineering, Shenzhen Campus of Sun Yat-sen University, Shenzhen, Guangdong, P.R. China","institution_ids":["https://openalex.org/I180726961","https://openalex.org/I157773358"]},{"raw_affiliation_string":"School of Intelligent Systems Engineering, Shenzhen Campus of Sun Yat-sen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961","https://openalex.org/I157773358"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5003487596"],"corresponding_institution_ids":["https://openalex.org/I157773358","https://openalex.org/I180726961"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01207092,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9997000098228455,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9997000098228455,"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":0.9995999932289124,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9973000288009644,"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":0.7368394732475281},{"id":"https://openalex.org/keywords/moir\u00e9-pattern","display_name":"Moir\u00e9 pattern","score":0.49295520782470703},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.394734263420105},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39096078276634216},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.36349332332611084}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7368394732475281},{"id":"https://openalex.org/C70000540","wikidata":"https://www.wikidata.org/wiki/Q26468","display_name":"Moir\u00e9 pattern","level":2,"score":0.49295520782470703},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.394734263420105},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39096078276634216},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.36349332332611084}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2025.3535324","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2025.3535324","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/G2895017225","display_name":null,"funder_award_id":"U24A20251","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6721293684","display_name":null,"funder_award_id":"62071500","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/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1904365287","https://openalex.org/W2046090749","https://openalex.org/W2121741640","https://openalex.org/W2133665775","https://openalex.org/W2342616784","https://openalex.org/W2476548250","https://openalex.org/W2592939477","https://openalex.org/W2609887106","https://openalex.org/W2752782242","https://openalex.org/W2884436604","https://openalex.org/W2898732869","https://openalex.org/W2950689937","https://openalex.org/W2962785568","https://openalex.org/W2964101377","https://openalex.org/W2969134192","https://openalex.org/W2971061988","https://openalex.org/W2984466630","https://openalex.org/W2986451890","https://openalex.org/W3003321577","https://openalex.org/W3011286629","https://openalex.org/W3011587147","https://openalex.org/W3034337578","https://openalex.org/W3034872469","https://openalex.org/W3093334928","https://openalex.org/W3103174683","https://openalex.org/W3106415285","https://openalex.org/W3109671265","https://openalex.org/W3174841291","https://openalex.org/W3180107964","https://openalex.org/W3199549300","https://openalex.org/W3212876649","https://openalex.org/W4289752563","https://openalex.org/W4312526798","https://openalex.org/W4312678820","https://openalex.org/W4312695952","https://openalex.org/W4319459159","https://openalex.org/W4319996433","https://openalex.org/W4375928978"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"The":[0,31,123],"occurrence":[1],"of":[2,24,217,250],"frequency":[3,33,76,120,185],"aliasing":[4],"between":[5],"the":[6,75,138,160,163,183,188,198,214,237,248],"camera":[7],"and":[8,21,35,119,166,177,208],"high-frequency":[9,171],"scene":[10],"elements":[11],"causes":[12],"moir\u00e9":[13,40,70,134,180],"patterns":[14,41,71,135,181],"in":[15,39,54,68,116,129,137,182,247],"images,":[16],"leading":[17],"to":[18,47,92,99,197,213,219],"color":[19,175],"distortions":[20],"a":[22,109,151,241],"loss":[23],"fine":[25],"details,":[26,173],"thereby":[27],"reducing":[28],"image":[29,88,190,232],"quality.":[30],"intricate":[32],"characteristics":[34],"diverse":[36,231],"appearances":[37],"inherent":[38],"render":[42],"their":[43],"removal,":[44],"commonly":[45],"referred":[46],"as":[48],"demoir\u00e9ing,":[49],"particularly":[50],"challenging.":[51],"Recent":[52],"advancements":[53],"deep":[55],"learning-based":[56],"demoir\u00e9ing":[57,222,229],"methods":[58,82],"have":[59],"showcased":[60],"notable":[61],"efficacy.":[62],"However,":[63],"prevailing":[64],"techniques":[65],"often":[66],"specialize":[67],"mitigating":[69],"exclusively":[72],"within":[73,159],"either":[74],"or":[77],"spatial":[78,118,139,199],"domains.":[79],"Additionally,":[80],"these":[81,105],"generally":[83],"perform":[84],"well":[85],"at":[86],"specific":[87],"resolutions,":[89],"but":[90],"struggle":[91],"maintain":[93],"effectiveness":[94],"across":[95,230],"different":[96],"resolutions":[97],"due":[98],"less":[100],"generalized":[101],"architectures.":[102],"To":[103,141],"address":[104],"issues,":[106],"we":[107,149],"propose":[108],"Dual-domain":[110],"Multi-level":[111,125],"Multi-scale":[112,124],"Network":[113],"DMMNet,":[114],"working":[115],"both":[117,205],"domains":[121],"sequentially.":[122],"Demoire":[126],"Stage":[127,168],"(MMDS)":[128],"our":[130],"framework":[131],"focuses":[132],"on":[133,256],"removal":[136],"domain.":[140,186,200],"adeptly":[142],"integrate":[143],"features":[144],"from":[145],"various":[146],"semantic":[147],"levels,":[148],"introduce":[150],"pioneering":[152],"plug-and-play":[153],"Adjacent":[154],"Cross":[155],"Attention":[156],"(ACA)":[157],"module":[158],"MMDS.":[161],"Subsequently,":[162],"Frequency":[164],"Separation":[165],"Reconstruction":[167],"(FSRS)":[169],"restores":[170],"texture":[172],"reconstructs":[174],"information,":[176],"eliminates":[178],"residual":[179],"wavelet":[184],"Ultimately,":[187],"clean":[189],"is":[191],"obtained":[192],"by":[193],"converting":[194],"it":[195],"back":[196],"Extensive":[201],"experimental":[202],"assessments,":[203],"spanning":[204],"quantitative":[206],"metrics":[207],"qualitative":[209],"visual":[210],"evaluations,":[211],"attest":[212],"superior":[215],"efficacy":[216],"DMMNet":[218],"State-Of-The-Art":[220],"(SOTA)":[221],"methods,":[223],"concurrently":[224],"exhibiting":[225],"enhanced":[226],"generalization":[227],"for":[228,244],"resolutions.":[233],"We":[234],"posit":[235],"that":[236],"proposed":[238],"methodology":[239],"presents":[240],"viable":[242],"solution":[243],"broader":[245],"applications":[246],"realm":[249],"demoir\u00e9ing.":[251],"Code":[252],"will":[253],"be":[254],"available":[255],"<uri":[257],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[258],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/Mr-Ma-yikun/DMMNet</uri>.":[259]},"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}