{"id":"https://openalex.org/W4405754107","doi":"https://doi.org/10.1109/tmm.2024.3521759","title":"Scene Text Image Super-Resolution Via Semantic Distillation and Text Perceptual Loss","display_name":"Scene Text Image Super-Resolution Via Semantic Distillation and Text Perceptual Loss","publication_year":2024,"publication_date":"2024-12-24","ids":{"openalex":"https://openalex.org/W4405754107","doi":"https://doi.org/10.1109/tmm.2024.3521759"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2024.3521759","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2024.3521759","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/A5064237960","display_name":"Cairong Zhao","orcid":"https://orcid.org/0000-0001-6745-9674"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cairong Zhao","raw_affiliation_strings":["Department of Computer Science and Technology, Tongji University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-6745-9674","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100746782","display_name":"Rui Shu","orcid":"https://orcid.org/0000-0001-8937-7274"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Shu","raw_affiliation_strings":["Department of Computer Science and Technology, Tongji University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-8937-7274","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Shuyang Feng","orcid":"https://orcid.org/0000-0003-1909-5460"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuyang Feng","raw_affiliation_strings":["Department of Computer Science and Technology, Tongji University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-1909-5460","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029727411","display_name":"Zhu Liang","orcid":"https://orcid.org/0000-0001-6811-5451"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Zhu","raw_affiliation_strings":["Department of Computer Science and Technology, Tongji University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-6811-5451","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037191516","display_name":"Xuekuan Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuekuan Wang","raw_affiliation_strings":["Department of Computer Science and Technology, Tongji University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I116953780"],"apc_list":null,"apc_paid":null,"fwci":1.0219,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.78187069,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"27","issue":null,"first_page":"1153","last_page":"1164"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9725000262260437,"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":0.9725000262260437,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9215999841690063,"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/computer-science","display_name":"Computer science","score":0.8340771794319153},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.620529294013977},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.546609103679657},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5438533425331116},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4856663942337036},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.43728065490722656},{"id":"https://openalex.org/keywords/resolution","display_name":"Resolution (logic)","score":0.42936837673187256},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3890089690685272},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36973434686660767}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8340771794319153},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.620529294013977},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.546609103679657},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5438533425331116},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4856663942337036},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.43728065490722656},{"id":"https://openalex.org/C138268822","wikidata":"https://www.wikidata.org/wiki/Q1051925","display_name":"Resolution (logic)","level":2,"score":0.42936837673187256},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3890089690685272},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36973434686660767},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2024.3521759","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2024.3521759","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/G23458378","display_name":null,"funder_award_id":"61976160","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3308686228","display_name":null,"funder_award_id":"22ZR1466700","funder_id":"https://openalex.org/F4320309612","funder_display_name":"Natural Science Foundation of Shanghai"},{"id":"https://openalex.org/G5036809106","display_name":null,"funder_award_id":"62076182","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5521624060","display_name":null,"funder_award_id":"62276190","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5686205310","display_name":null,"funder_award_id":"62076184","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320309612","display_name":"Natural Science Foundation of Shanghai","ror":null},{"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":69,"referenced_works":["https://openalex.org/W1540664832","https://openalex.org/W1885185971","https://openalex.org/W1930824406","https://openalex.org/W1971822075","https://openalex.org/W1998042868","https://openalex.org/W2001137413","https://openalex.org/W2008806374","https://openalex.org/W2103261301","https://openalex.org/W2127141656","https://openalex.org/W2144554289","https://openalex.org/W2146835493","https://openalex.org/W2153182373","https://openalex.org/W2161969291","https://openalex.org/W2194187530","https://openalex.org/W2242218935","https://openalex.org/W2565591417","https://openalex.org/W2607041014","https://openalex.org/W2739757502","https://openalex.org/W2747898905","https://openalex.org/W2792425829","https://openalex.org/W2810983211","https://openalex.org/W2866634454","https://openalex.org/W2895160027","https://openalex.org/W2923834406","https://openalex.org/W2932253358","https://openalex.org/W2943960148","https://openalex.org/W2950689937","https://openalex.org/W2952773607","https://openalex.org/W2954930822","https://openalex.org/W2962953661","https://openalex.org/W2963182372","https://openalex.org/W2963372104","https://openalex.org/W2963446712","https://openalex.org/W2963470893","https://openalex.org/W2963526661","https://openalex.org/W2963729050","https://openalex.org/W2964101377","https://openalex.org/W2974383094","https://openalex.org/W2981722656","https://openalex.org/W2987150909","https://openalex.org/W3004846386","https://openalex.org/W3035402938","https://openalex.org/W3035679705","https://openalex.org/W3096739052","https://openalex.org/W3107840264","https://openalex.org/W3134064484","https://openalex.org/W3136101383","https://openalex.org/W3163005567","https://openalex.org/W3174746398","https://openalex.org/W3174841291","https://openalex.org/W3186169520","https://openalex.org/W3198796530","https://openalex.org/W3206615376","https://openalex.org/W3217671320","https://openalex.org/W3217697975","https://openalex.org/W4206211125","https://openalex.org/W4210692322","https://openalex.org/W4226544595","https://openalex.org/W4285227025","https://openalex.org/W4289752563","https://openalex.org/W4293202879","https://openalex.org/W4323896829","https://openalex.org/W4365807615","https://openalex.org/W4377079868","https://openalex.org/W6618350375","https://openalex.org/W6637551013","https://openalex.org/W6638523607","https://openalex.org/W6679434410","https://openalex.org/W6756966161"],"related_works":["https://openalex.org/W2628861693","https://openalex.org/W3203087560","https://openalex.org/W1517180214","https://openalex.org/W2082780921","https://openalex.org/W4361279463","https://openalex.org/W2025517136","https://openalex.org/W4232814730","https://openalex.org/W2975814312","https://openalex.org/W4387697615","https://openalex.org/W2056165575"],"abstract_inverted_index":{"Text":[0,77,90],"Super-Resolution":[1,79],"(SR)":[2],"technology":[3],"aims":[4],"to":[5,57,94,113,125,152,240,256],"recover":[6],"lost":[7],"information":[8,128,156,235],"in":[9,27,98,138,157,215,223,262],"low-resolution":[10],"text":[11,25,34,84,146,261,270,276,283],"images.":[12,159],"With":[13],"the":[14,20,41,115,173,177,203,237,246],"proposal":[15],"of":[16,43,63,67,129,180,205,233,260],"TextZoom,":[17],"which":[18,117,199],"is":[19,80,92,111,200,249],"first":[21],"dataset":[22,164],"aiming":[23],"at":[24],"super-resolution":[26,35],"real":[28,216],"scenes,":[29],"more":[30,32],"and":[31,60,143,187,196,222,273],"scene":[33,269],"models":[36],"have":[37,48],"been":[38],"presented":[39],"on":[40,150,162,251,281],"basis":[42],"it.":[44],"Although":[45],"these":[46],"methods":[47],"achieved":[49],"excellent":[50],"performance,":[51],"they":[52],"do":[53],"not":[54],"consider":[55],"how":[56],"make":[58],"full":[59],"efficient":[61],"use":[62],"semantic":[64,123,127,155,234],"information.":[65],"Out":[66],"this":[68,96],"consideration,":[69],"a":[70,102],"Semantic-aware":[71,107],"Trident":[72,108],"Network":[73],"(STNet)":[74],"for":[75,122],"Scene":[76,89],"Image":[78],"proposed.":[81],"Specifically,":[82],"pre-trained":[83,130],"recognition":[85,131,178],"model":[86,137],"ASTER":[87,151],"(Attentional":[88],"Recognizer)":[91],"utilized":[93],"assist":[95],"process":[97],"two":[99],"ways.":[100],"Firstly,":[101],"novel":[103],"basic":[104],"block":[105],"named":[106],"Block":[109],"(STB)":[110],"designed":[112],"build":[114],"STNet,":[116],"incorporates":[118],"an":[119,139],"added":[120],"branch":[121],"distillation":[124],"learn":[126],"model.":[132],"Secondly,":[133],"we":[134],"expand":[135],"our":[136],"adversarial":[140,228],"training":[141],"manner":[142],"propose":[144],"new":[145],"perceptual":[147],"loss":[148],"based":[149,280],"further":[153],"enhance":[154],"SR":[158,210],"Extensive":[160],"experiments":[161,214],"TextZoom":[163],"show":[165],"that":[166,231],"compared":[167],"with":[168],"directly":[169],"recognizing":[170],"bicubic":[171],"images,":[172,253],"proposed":[174,238,247],"STNet":[175],"boosts":[176],"accuracy":[179],"ASTER,":[181],"MORAN":[182],"(Multi-Object":[183],"Rectified":[184],"Attention":[185],"Network),":[186],"CRNN":[188],"(Convolutional":[189],"Recurrent":[190],"Neural":[191],"Network)":[192],"by":[193],"17.4%,":[194],"18.2%,":[195],"24.3%,":[197],"respectively,":[198],"higher":[201],"than":[202],"performance":[204],"several":[206],"existing":[207],"state-of-the-art":[208],"(SOTA)":[209],"network":[211],"models.":[212],"Besides,":[213],"scenes":[217],"(on":[218],"ICDAR":[219],"2015":[220],"dataset)":[221],"restricted":[224],"scenarios":[225],"(defense":[226],"against":[227],"attacks)":[229],"validate":[230],"addition":[232],"enables":[236],"method":[239,248],"achieve":[241],"promising":[242],"cross-dataset":[243],"performance.":[244],"Since":[245],"trained":[250],"cropped":[252,275],"when":[254],"applied":[255],"real-world":[257],"scenarios,":[258],"locations":[259],"natural":[263],"images":[264,277],"are":[265,278],"firstly":[266],"localized":[267],"through":[268],"detection":[271],"methods,":[272],"then":[274],"obtained":[279],"detected":[282],"positions.":[284]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3}],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}
