{"id":"https://openalex.org/W2910897241","doi":"https://doi.org/10.1109/dicta.2018.8615795","title":"Table Detection in Document Images using Foreground and Background Features","display_name":"Table Detection in Document Images using Foreground and Background Features","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2910897241","doi":"https://doi.org/10.1109/dicta.2018.8615795","mag":"2910897241"},"language":"en","primary_location":{"id":"doi:10.1109/dicta.2018.8615795","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dicta.2018.8615795","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Digital Image Computing: Techniques and Applications (DICTA)","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/A5040889220","display_name":"Saman Arif","orcid":null},"institutions":[{"id":"https://openalex.org/I929597975","display_name":"National University of Sciences and Technology","ror":"https://ror.org/03w2j5y17","country_code":"PK","type":"education","lineage":["https://openalex.org/I929597975"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Saman Arif","raw_affiliation_strings":["School of Electrical Engineering and Computer Science (SEECS), National University of Sciences and Technology (NUST), Islamabad, Pakistan"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science (SEECS), National University of Sciences and Technology (NUST), Islamabad, Pakistan","institution_ids":["https://openalex.org/I929597975"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003304863","display_name":"Faisal Shafait","orcid":"https://orcid.org/0000-0002-0922-0566"},"institutions":[{"id":"https://openalex.org/I4210139369","display_name":"Abdus Salam Centre for Physics","ror":"https://ror.org/03e1sv842","country_code":"PK","type":"facility","lineage":["https://openalex.org/I4210139369"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Faisal Shafait","raw_affiliation_strings":["Deep Learning Laboratory, National Center of Artificial Intelligence (NCAI), Islamabad, Pakistan"],"affiliations":[{"raw_affiliation_string":"Deep Learning Laboratory, National Center of Artificial Intelligence (NCAI), Islamabad, Pakistan","institution_ids":["https://openalex.org/I4210139369"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5040889220"],"corresponding_institution_ids":["https://openalex.org/I929597975"],"apc_list":null,"apc_paid":null,"fwci":2.6114,"has_fulltext":false,"cited_by_count":44,"citation_normalized_percentile":{"value":0.92944808,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10601","display_name":"Handwritten Text Recognition 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/T10601","display_name":"Handwritten Text Recognition 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/T14319","display_name":"Currency Recognition and Detection","score":0.9962000250816345,"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/T12707","display_name":"Vehicle License Plate Recognition","score":0.9955000281333923,"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":0.7968443036079407},{"id":"https://openalex.org/keywords/table","display_name":"Table (database)","score":0.7232411503791809},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.6574445366859436},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5918720364570618},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5473981499671936},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.4471019208431244},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.43250855803489685},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4109201729297638},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4079461991786957},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.39204609394073486},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33033785223960876}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7968443036079407},{"id":"https://openalex.org/C45235069","wikidata":"https://www.wikidata.org/wiki/Q278425","display_name":"Table (database)","level":2,"score":0.7232411503791809},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.6574445366859436},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5918720364570618},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5473981499671936},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.4471019208431244},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.43250855803489685},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4109201729297638},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4079461991786957},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.39204609394073486},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33033785223960876},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/dicta.2018.8615795","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dicta.2018.8615795","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Digital Image Computing: Techniques and Applications (DICTA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6600000262260437,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W779888475","https://openalex.org/W1536680647","https://openalex.org/W1686810756","https://openalex.org/W1849277567","https://openalex.org/W1970549718","https://openalex.org/W1990899722","https://openalex.org/W2051265407","https://openalex.org/W2056797079","https://openalex.org/W2108598243","https://openalex.org/W2115579991","https://openalex.org/W2117462434","https://openalex.org/W2119476919","https://openalex.org/W2166323498","https://openalex.org/W2168459394","https://openalex.org/W2194775991","https://openalex.org/W2413800955","https://openalex.org/W2444353601","https://openalex.org/W2557728737","https://openalex.org/W2613718673","https://openalex.org/W2786162033","https://openalex.org/W2786480153","https://openalex.org/W2786515133","https://openalex.org/W2787523828","https://openalex.org/W6620707391","https://openalex.org/W6639204139","https://openalex.org/W6663381829"],"related_works":["https://openalex.org/W2392768766","https://openalex.org/W2058118494","https://openalex.org/W2501188010","https://openalex.org/W2095118173","https://openalex.org/W2382021449","https://openalex.org/W848359858","https://openalex.org/W2106424170","https://openalex.org/W4299935056","https://openalex.org/W2768810474","https://openalex.org/W2134629545"],"abstract_inverted_index":{"Table":[0],"detection":[1,39,69,111],"is":[2,12,74,108,130],"an":[3],"important":[4],"step":[5],"in":[6],"many":[7],"document":[8,33,116],"analysis":[9],"systems.":[10],"It":[11],"a":[13,94],"difficult":[14],"problem":[15],"due":[16],"to":[17,66,82],"the":[18,26,77,120],"variety":[19],"of":[20,28,37,112,122],"table":[21,38,68],"layouts,":[22],"encoding":[23],"techniques":[24],"and":[25,87,100],"similarity":[27],"tabular":[29,113],"regions":[30,114],"with":[31,138],"non-tabular":[32],"elements.":[34],"Earlier":[35],"approaches":[36],"are":[40],"based":[41,53,75,105],"on":[42,54,76],"heuristic":[43],"rules":[44],"or":[45],"require":[46],"additional":[47],"PDF":[48],"metadata.":[49],"Recently":[50],"proposed":[51,72,124],"methods":[52],"machine":[55],"learning":[56,104],"have":[57],"shown":[58],"good":[59],"results.":[60],"This":[61],"paper":[62],"demonstrates":[63],"performance":[64,121],"improvement":[65,135],"these":[67],"techniques.":[70],"The":[71],"solution":[73],"observation":[78],"that":[79],"tables":[80],"tend":[81],"contain":[83],"more":[84],"numeric":[85,99],"data":[86],"hence":[88],"it":[89],"applies":[90],"color":[91],"coding/coloration":[92],"as":[93],"signal":[95],"for":[96,110],"telling":[97],"apart":[98],"textual":[101],"data.":[102],"Deep":[103],"Faster":[106],"R-CNN":[107],"used":[109],"from":[115],"images.":[117],"To":[118],"gauge":[119],"our":[123],"solution,":[125],"publicly":[126],"available":[127],"UNLV":[128],"dataset":[129],"used.":[131],"Performance":[132],"measures":[133],"indicate":[134],"when":[136],"compared":[137],"best":[139],"in-class":[140],"strategies.":[141]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}