{"id":"https://openalex.org/W4372335335","doi":"https://doi.org/10.1109/tip.2023.3272173","title":"Macroscopic-and-Microscopic Rain Streaks Disentanglement Network for Single-Image Deraining","display_name":"Macroscopic-and-Microscopic Rain Streaks Disentanglement Network for Single-Image Deraining","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4372335335","doi":"https://doi.org/10.1109/tip.2023.3272173","pmid":"https://pubmed.ncbi.nlm.nih.gov/37145947"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2023.3272173","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2023.3272173","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/A5101420810","display_name":"Xinjian Gao","orcid":"https://orcid.org/0000-0001-7638-9022"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xinjian Gao","raw_affiliation_strings":["School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100322887","display_name":"Yang Wang","orcid":"https://orcid.org/0000-0003-1029-9280"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Wang","raw_affiliation_strings":["School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100377147","display_name":"Meng Wang","orcid":"https://orcid.org/0000-0002-3094-7735"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meng Wang","raw_affiliation_strings":["School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101420810"],"corresponding_institution_ids":["https://openalex.org/I16365422"],"apc_list":null,"apc_paid":null,"fwci":0.8547,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.7475212,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"32","issue":null,"first_page":"2663","last_page":"2677"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":1.0,"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/T11019","display_name":"Image Enhancement Techniques","score":1.0,"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":0.9998000264167786,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9991000294685364,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.7451985478401184},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5044697523117065},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4641745090484619},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45902472734451294},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.41715556383132935},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3936663568019867},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3363470435142517},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.280251681804657}],"concepts":[{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.7451985478401184},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5044697523117065},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4641745090484619},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45902472734451294},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.41715556383132935},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3936663568019867},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3363470435142517},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.280251681804657},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tip.2023.3272173","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2023.3272173","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:37145947","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37145947","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":[{"score":0.5699999928474426,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[{"id":"https://openalex.org/G1506100783","display_name":null,"funder_award_id":"U21A20470","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3882328091","display_name":null,"funder_award_id":"62272141","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4872662616","display_name":null,"funder_award_id":"U1936217","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7984470346","display_name":null,"funder_award_id":"62172136","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8480155402","display_name":null,"funder_award_id":"72188101","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W2128254161","https://openalex.org/W2133665775","https://openalex.org/W2145023731","https://openalex.org/W2160613239","https://openalex.org/W2194775991","https://openalex.org/W2559264300","https://openalex.org/W2604463754","https://openalex.org/W2740982616","https://openalex.org/W2748263833","https://openalex.org/W2884068670","https://openalex.org/W2884367402","https://openalex.org/W2912435603","https://openalex.org/W2930755307","https://openalex.org/W2963420272","https://openalex.org/W2963637710","https://openalex.org/W2963866045","https://openalex.org/W2963878020","https://openalex.org/W2963928582","https://openalex.org/W2964212750","https://openalex.org/W2965638232","https://openalex.org/W2970842755","https://openalex.org/W2976712540","https://openalex.org/W2980047233","https://openalex.org/W2981741013","https://openalex.org/W2991350899","https://openalex.org/W3022210053","https://openalex.org/W3034242291","https://openalex.org/W3034972231","https://openalex.org/W3035250394","https://openalex.org/W3035326127","https://openalex.org/W3047375952","https://openalex.org/W3098389804","https://openalex.org/W3098696339","https://openalex.org/W3102254936","https://openalex.org/W3104495176","https://openalex.org/W3104533206","https://openalex.org/W3112479442","https://openalex.org/W3139382121","https://openalex.org/W3158248812","https://openalex.org/W3164675474","https://openalex.org/W3167082280","https://openalex.org/W3170697543","https://openalex.org/W3183026600","https://openalex.org/W3193296307","https://openalex.org/W3200683480","https://openalex.org/W4224242030","https://openalex.org/W4224281861","https://openalex.org/W4230654051","https://openalex.org/W4312389762","https://openalex.org/W4312399981","https://openalex.org/W4312812783","https://openalex.org/W6651155528","https://openalex.org/W6795586768"],"related_works":["https://openalex.org/W1657880117","https://openalex.org/W2595172197","https://openalex.org/W2127970246","https://openalex.org/W2084856301","https://openalex.org/W1001352512","https://openalex.org/W4382618745","https://openalex.org/W2885125400","https://openalex.org/W1989889224","https://openalex.org/W2748922771","https://openalex.org/W1987128138"],"abstract_inverted_index":{"Single-image":[0],"deraining":[1,245],"aims":[2],"to":[3,21,45,54,78,121,145,175,206,226],"restore":[4],"the":[5,11,15,23,27,32,64,108,112,115,123,127,131,147,152,177,182,208,248],"image":[6,236],"that":[7,89,99],"is":[8,88,119,231,252],"degraded":[9],"by":[10,35],"rain":[12,24,47,56,90,117,141,153,171,183,228],"streaks,":[13,229],"where":[14],"long-standing":[16],"bottleneck":[17],"lies":[18],"in":[19,103],"how":[20,53],"disentangle":[22,55],"streaks":[25,48,57,91,118,142,154,172,184],"from":[26,58,155,185],"given":[28],"rainy":[29,109,132,165,192],"image.":[30,133],"Despite":[31],"progress":[33],"made":[34],"substantial":[36],"existing":[37],"works,":[38],"several":[39],"crucial":[40],"questions":[41],"-":[42,67],"e.g.,":[43],"How":[44],"distinguish":[46],"and":[49,61,193],"clean":[50,194],"image,":[51,110],"while":[52,111],"low-frequency":[59,161],"pixels,":[60],"further":[62,209,232],"prevent":[63,207],"blurry":[65,210],"edges":[66],"have":[68],"not":[69],"been":[70],"well":[71],"investigated.":[72],"In":[73],"this":[74,135],"paper,":[75],"we":[76,137],"attempt":[77],"solve":[79],"all":[80],"of":[81,107,114,126,151,163,181],"them":[82],"under":[83],"one":[84],"roof.":[85],"Our":[86],"observation":[87],"are":[92,100],"bright":[93],"stripes":[94],"with":[95,168],"higher":[96],"pixel":[97,128,149,179],"values":[98],"evenly":[101],"distributed":[102],"each":[104,190],"color":[105],"channel":[106],"disentanglement":[113],"high-frequency":[116],"equivalent":[120],"decreasing":[122],"standard":[124],"deviation":[125],"distribution":[129,150,180],"for":[130,234],"To":[134],"end,":[136],"propose":[138],"a":[139,156,169,186,199],"self-supervised":[140],"learning":[143,173],"network":[144,174,203],"characterize":[146],"similar":[148],"macroscopic":[157],"viewpoint":[158,188],"over":[159],"various":[160],"pixels":[162],"gray-scale":[164],"images,":[166],"coupling":[167],"supervised":[170],"explore":[176],"specific":[178],"microscopic":[187],"between":[189],"paired":[191],"images.":[195],"Building":[196],"on":[197,244],"this,":[198],"self-attentive":[200],"adversarial":[201],"restoration":[202],"comes":[204],"up":[205],"edges.":[211],"These":[212],"networks":[213],"compose":[214],"an":[215],"end-to-end":[216],"Macroscopic-and-Microscopic":[217],"Rain":[218],"Streaks":[219],"Disentanglement":[220],"Network,":[221],"named":[222],"[Formula:":[223],"see":[224],"text]RSD-Net,":[225],"learn":[227],"which":[230],"removed":[233],"single":[235],"deraining.":[237],"The":[238,250],"experimental":[239],"results":[240],"validate":[241],"its":[242],"advantages":[243],"benchmarks":[246],"against":[247],"state-of-the-arts.":[249],"code":[251],"available":[253],"at:":[254],"https://github.com/xinjiangaohfut/MMRSD-Net.":[255]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4}],"updated_date":"2026-03-15T09:29:46.208133","created_date":"2025-10-10T00:00:00"}
