{"id":"https://openalex.org/W4400232876","doi":"https://doi.org/10.1109/iscas58744.2024.10558151","title":"LATextSpotter: Empowering Transformer Decoder with Length Perception Ability","display_name":"LATextSpotter: Empowering Transformer Decoder with Length Perception Ability","publication_year":2024,"publication_date":"2024-05-19","ids":{"openalex":"https://openalex.org/W4400232876","doi":"https://doi.org/10.1109/iscas58744.2024.10558151"},"language":"en","primary_location":{"id":"doi:10.1109/iscas58744.2024.10558151","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iscas58744.2024.10558151","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Circuits and Systems (ISCAS)","raw_type":"proceedings-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/A5022247850","display_name":"Zicheng Li","orcid":"https://orcid.org/0000-0002-7704-3063"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zicheng Li","raw_affiliation_strings":["University of Science and Technology of China,China"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China,China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071238622","display_name":"Yadong Qu","orcid":"https://orcid.org/0000-0003-0265-5011"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yadong Qu","raw_affiliation_strings":["University of Science and Technology of China,China"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China,China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078162380","display_name":"Hongtao Xie","orcid":"https://orcid.org/0000-0002-6249-5315"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongtao Xie","raw_affiliation_strings":["University of Science and Technology of China,China"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China,China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046305086","display_name":"Yongdong Zhang","orcid":"https://orcid.org/0000-0002-1151-1792"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongdong Zhang","raw_affiliation_strings":["University of Science and Technology of China,China"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China,China","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5022247850"],"corresponding_institution_ids":["https://openalex.org/I126520041"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0737638,"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":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10299","display_name":"Photonic and Optical Devices","score":0.9861000180244446,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/T10299","display_name":"Photonic and Optical Devices","score":0.9861000180244446,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/T10232","display_name":"Optical Network Technologies","score":0.9664999842643738,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/T10320","display_name":"Neural Networks and Applications","score":0.9496999979019165,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.6264375448226929},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5403594970703125},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.4463556706905365},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.3227531909942627},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14991891384124756},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.14704442024230957},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.09399017691612244}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6264375448226929},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5403594970703125},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.4463556706905365},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.3227531909942627},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14991891384124756},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14704442024230957},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.09399017691612244},{"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/iscas58744.2024.10558151","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iscas58744.2024.10558151","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Circuits and Systems (ISCAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320330944","display_name":"Nature","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1978729128","https://openalex.org/W1998042868","https://openalex.org/W2064675550","https://openalex.org/W2127141656","https://openalex.org/W2131774270","https://openalex.org/W2144554289","https://openalex.org/W2146835493","https://openalex.org/W2785383245","https://openalex.org/W2964018263","https://openalex.org/W2964296749","https://openalex.org/W2965463054","https://openalex.org/W2988098900","https://openalex.org/W2991626090","https://openalex.org/W3034792612","https://openalex.org/W3035449864","https://openalex.org/W3092462694","https://openalex.org/W3096609285","https://openalex.org/W3159307593","https://openalex.org/W3181186176","https://openalex.org/W3195421894","https://openalex.org/W3196976036","https://openalex.org/W3202415716","https://openalex.org/W3203616741","https://openalex.org/W4214627427","https://openalex.org/W4221145456","https://openalex.org/W4225683503","https://openalex.org/W4226013992","https://openalex.org/W4304091583","https://openalex.org/W4312230431","https://openalex.org/W4312714895","https://openalex.org/W4312843595","https://openalex.org/W4385245566","https://openalex.org/W4386453743","https://openalex.org/W4387968327","https://openalex.org/W6784094891","https://openalex.org/W6809485838","https://openalex.org/W6811230874"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W2864363823"],"abstract_inverted_index":{"Scene":[0],"text":[1,7,68],"spotting":[2,181],"aims":[3],"to":[4,44,94,129,159],"integrate":[5],"scene":[6],"detection":[8],"and":[9,23,29,70,125,179],"recognition":[10],"into":[11],"a":[12,39,108,153],"unified":[13],"framework.":[14],"The":[15],"existing":[16],"transformer-based":[17],"methods":[18],"lack":[19],"fine-grained":[20],"positional":[21],"information":[22,116,120],"linguistic":[24],"information,":[25],"limiting":[26],"the":[27,32,57,67,72,79,88,99,114,122,127,131,136,148,161,170],"convergence":[28,162],"performance":[30,97,173,182],"of":[31,53,59,101],"model.":[33],"In":[34],"this":[35,46],"paper,":[36],"we":[37,106],"propose":[38],"Length-Awear":[40],"Text":[41],"Spotter":[42],"(LATextSpotter)":[43],"alleviate":[45],"problem":[47],"by":[48,64,177],"explicitly":[49],"introducing":[50,143],"two":[51],"types":[52],"prior":[54],"knowledge.":[55],"First,":[56],"location":[58],"each":[60,151],"character":[61,119],"is":[62,84,157],"initialized":[63],"coarsely":[65],"locating":[66],"instance":[69],"predicting":[71],"length,":[73],"which":[74],"provides":[75],"effective":[76],"guidance":[77],"for":[78],"subsequent":[80],"position-sensitive":[81],"decoder.":[82],"It":[83,134],"worth":[85],"noting":[86],"that":[87,117,167],"model":[89,128],"requires":[90],"only":[91],"word-level":[92],"supervision":[93],"achieve":[95],"decent":[96],"in":[98],"absence":[100],"expensive":[102],"character-level":[103],"annotations.":[104],"Second,":[105],"design":[107],"mask":[109],"prediction":[110],"strategy":[111,156],"based":[112],"on":[113,174,183],"length":[115],"masks":[118],"at":[121],"feature":[123],"level,":[124],"guides":[126],"predict":[130],"missing":[132],"part.":[133],"empowers":[135],"decoder":[137],"with":[138],"language":[139],"modeling":[140],"capability":[141],"without":[142],"extra":[144],"modules.":[145],"Additionally,":[146],"considering":[147],"coordination":[149],"between":[150],"module,":[152],"multi-stage":[154],"training":[155],"proposed":[158],"optimize":[160],"process.":[163],"Quantitative":[164],"experiments":[165],"demonstrate":[166],"LATextSpotter":[168],"achieves":[169],"optimal":[171],"end-to-end":[172],"arbitrary-shaped":[175],"benchmarks":[176],"76.6%":[178],"competitive":[180],"multi-oriented":[184],"datasets.":[185]},"counts_by_year":[],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}
