{"id":"https://openalex.org/W4378508557","doi":"https://doi.org/10.48550/arxiv.2305.14014","title":"CLIP4STR: A Simple Baseline for Scene Text Recognition with Pre-trained Vision-Language Model","display_name":"CLIP4STR: A Simple Baseline for Scene Text Recognition with Pre-trained Vision-Language Model","publication_year":2023,"publication_date":"2023-05-23","ids":{"openalex":"https://openalex.org/W4378508557","doi":"https://doi.org/10.48550/arxiv.2305.14014"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2305.14014","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2305.14014","pdf_url":"https://arxiv.org/pdf/2305.14014","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2305.14014","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100694827","display_name":"Shuai Zhao","orcid":"https://orcid.org/0000-0003-1320-4283"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhao, Shuai","raw_affiliation_strings":["IEEE) received the PhD degree from Zhejiang University, Hangzhou, China, in 2010"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IEEE) received the PhD degree from Zhejiang University, Hangzhou, China, in 2010","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090036167","display_name":"Ruijie Quan","orcid":"https://orcid.org/0000-0003-4077-1398"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Quan, Ruijie","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043617790","display_name":"Linchao Zhu","orcid":"https://orcid.org/0000-0002-4093-7557"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhu, Linchao","raw_affiliation_strings":["IEEE) received the PhD degree from Zhejiang University, Hangzhou, China, in 2010"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IEEE) received the PhD degree from Zhejiang University, Hangzhou, China, in 2010","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005421447","display_name":"Yi Yang","orcid":"https://orcid.org/0000-0002-0512-880X"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang, Yi","raw_affiliation_strings":["IEEE) received the PhD degree from Zhejiang University, Hangzhou, China, in 2010"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IEEE) received the PhD degree from Zhejiang University, Hangzhou, China, in 2010","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9945999979972839,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9945999979972839,"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/T10601","display_name":"Handwritten Text Recognition Techniques","score":0.9629999995231628,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9214000105857849,"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":0.7806510925292969},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6327201724052429},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.609216570854187},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5277436375617981},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.5147781372070312},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5120442509651184},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.5030519366264343},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.45529675483703613},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.41720470786094666},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.38685935735702515},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3785131573677063},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.37290406227111816},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3402310311794281}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7806510925292969},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6327201724052429},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.609216570854187},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5277436375617981},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.5147781372070312},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5120442509651184},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.5030519366264343},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.45529675483703613},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.41720470786094666},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.38685935735702515},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3785131573677063},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37290406227111816},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3402310311794281},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2305.14014","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2305.14014","pdf_url":"https://arxiv.org/pdf/2305.14014","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2305.14014","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2305.14014","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2305.14014","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2305.14014","pdf_url":"https://arxiv.org/pdf/2305.14014","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.6899999976158142}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4378508557.pdf","grobid_xml":"https://content.openalex.org/works/W4378508557.grobid-xml"},"referenced_works_count":98,"referenced_works":["https://openalex.org/W1491389626","https://openalex.org/W1971822075","https://openalex.org/W1981283549","https://openalex.org/W1998042868","https://openalex.org/W2008806374","https://openalex.org/W2095705004","https://openalex.org/W2117539524","https://openalex.org/W2144554289","https://openalex.org/W2146835493","https://openalex.org/W2194187530","https://openalex.org/W2294053032","https://openalex.org/W2343052201","https://openalex.org/W2622263826","https://openalex.org/W2750938222","https://openalex.org/W2763421725","https://openalex.org/W2810983211","https://openalex.org/W2896457183","https://openalex.org/W2908510526","https://openalex.org/W2962784628","https://openalex.org/W2962790387","https://openalex.org/W2962965870","https://openalex.org/W2963233387","https://openalex.org/W2964065044","https://openalex.org/W2965373594","https://openalex.org/W2997749585","https://openalex.org/W3003218881","https://openalex.org/W3003711889","https://openalex.org/W3003868038","https://openalex.org/W3003921261","https://openalex.org/W3035449864","https://openalex.org/W3035682985","https://openalex.org/W3082397598","https://openalex.org/W3094502228","https://openalex.org/W3101411491","https://openalex.org/W3102564565","https://openalex.org/W3113987534","https://openalex.org/W3118608800","https://openalex.org/W3122930709","https://openalex.org/W3126337491","https://openalex.org/W3126792443","https://openalex.org/W3134095442","https://openalex.org/W3153469116","https://openalex.org/W3166396011","https://openalex.org/W3170863103","https://openalex.org/W3170874841","https://openalex.org/W3179897446","https://openalex.org/W3181158454","https://openalex.org/W3181186176","https://openalex.org/W3184735396","https://openalex.org/W3198377975","https://openalex.org/W3200351427","https://openalex.org/W3202415716","https://openalex.org/W3204479434","https://openalex.org/W3212456749","https://openalex.org/W3215626407","https://openalex.org/W4225323055","https://openalex.org/W4225562651","https://openalex.org/W4226177592","https://openalex.org/W4229042118","https://openalex.org/W4281633595","https://openalex.org/W4281643269","https://openalex.org/W4281686064","https://openalex.org/W4282961290","https://openalex.org/W4283821822","https://openalex.org/W4285191490","https://openalex.org/W4285192809","https://openalex.org/W4285606530","https://openalex.org/W4286906902","https://openalex.org/W4287114362","https://openalex.org/W4287203292","https://openalex.org/W4287281076","https://openalex.org/W4292779060","https://openalex.org/W4292825881","https://openalex.org/W4293868248","https://openalex.org/W4294691145","https://openalex.org/W4295246343","https://openalex.org/W4295830359","https://openalex.org/W4306820534","https://openalex.org/W4308021352","https://openalex.org/W4312879041","https://openalex.org/W4312928771","https://openalex.org/W4367365797","https://openalex.org/W4378501777","https://openalex.org/W4378770953","https://openalex.org/W4382202677","https://openalex.org/W4384918183","https://openalex.org/W4385245566","https://openalex.org/W4386065575","https://openalex.org/W4386185423","https://openalex.org/W4386598393","https://openalex.org/W4386790226","https://openalex.org/W4387294596","https://openalex.org/W4387968089","https://openalex.org/W4387968234","https://openalex.org/W4390871731","https://openalex.org/W4393147969","https://openalex.org/W4393212620","https://openalex.org/W4394625882"],"related_works":["https://openalex.org/W2383111961","https://openalex.org/W2365952365","https://openalex.org/W2352448290","https://openalex.org/W2380820513","https://openalex.org/W2913146933","https://openalex.org/W2372385138","https://openalex.org/W4296359239","https://openalex.org/W2101155126","https://openalex.org/W2043093291","https://openalex.org/W627697492"],"abstract_inverted_index":{"Pre-trained":[0],"vision-language":[1],"models~(VLMs)":[2],"are":[3],"the":[4,26,30,108,112,120,123,132,152,176,179],"de-facto":[5],"foundation":[6],"models":[7],"for":[8,144,193],"various":[9],"downstream":[10],"tasks.":[11],"However,":[12],"scene":[13,38,67],"text":[14,39,56,68,83,127],"recognition":[15],"methods":[16],"still":[17],"prefer":[18],"backbones":[19],"pre-trained":[20],"on":[21,107,163],"a":[22,66,73,92,96,139,168,188],"single":[23],"modality,":[24,28],"namely,":[25],"visual":[27,93,100,109,124],"despite":[29],"potential":[31],"of":[32,85,134,151,178,181],"VLMs":[33],"to":[34,174,183],"serve":[35],"as":[36],"powerful":[37],"readers.":[40],"For":[41],"example,":[42],"CLIP":[43,64,182],"can":[44],"robustly":[45],"identify":[46],"regular":[47],"(horizontal)":[48],"and":[49,70,82,95,111,126,157],"irregular":[50],"(rotated,":[51],"curved,":[52],"blurred,":[53],"or":[54],"occluded)":[55],"in":[57,149],"images.":[58],"With":[59],"such":[60],"merits,":[61],"we":[62,137],"transform":[63],"into":[65],"reader":[69],"introduce":[71],"CLIP4STR,":[72],"simple":[74,189],"yet":[75,190],"effective":[76],"STR":[77,165,195],"method":[78,186],"built":[79],"upon":[80],"image":[81],"encoders":[84],"CLIP.":[86],"It":[87],"has":[88],"two":[89],"encoder-decoder":[90],"branches:":[91],"branch":[94,101,114],"cross-modal":[97,113],"branch.":[98],"The":[99],"provides":[102],"an":[103],"initial":[104],"prediction":[105,117],"based":[106],"feature,":[110],"refines":[115],"this":[116],"by":[118],"addressing":[119],"discrepancy":[121],"between":[122],"feature":[125],"semantics.":[128],"To":[129],"fully":[130],"leverage":[131],"capabilities":[133],"both":[135],"branches,":[136],"design":[138],"dual":[140],"predict-and-refine":[141],"decoding":[142],"scheme":[143],"inference.":[145],"We":[146],"scale":[147],"CLIP4STR":[148],"terms":[150],"model":[153],"size,":[154],"pre-training":[155],"data,":[156,159],"training":[158],"achieving":[160],"state-of-the-art":[161],"performance":[162],"13":[164],"benchmarks.":[166],"Additionally,":[167],"comprehensive":[169],"empirical":[170],"study":[171],"is":[172],"provided":[173],"enhance":[175],"understanding":[177],"adaptation":[180],"STR.":[184],"Our":[185],"establishes":[187],"strong":[191],"baseline":[192],"future":[194],"research":[196],"with":[197],"VLMs.":[198]},"counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}
