Competition on Smartphone Document Capture and OCR (SmartDoc)
Identifieur interne : 000022 ( Main/Exploration ); précédent : 000021; suivant : 000023Competition on Smartphone Document Capture and OCR (SmartDoc)
Auteurs : Jean-Christophe Burie [France] ; Joseph Chazalon [France] ; Mickaël Coustaty [France] ; Sébastien Eskenazi [France] ; Muhammad Muzzamil Luqman [France] ; Mehri Maroua [France] ; Nibal Nayef [France] ; Jean-Marc Ogier [France] ; Sophea Prum [France] ; Marçal Rusi Ol [Espagne]Source :
English descriptors
Abstract
Smartphones are enabling new ways of capture, hence arises the need for seamless and reliable acquisition and digitization of documents, in order to convert them to editable, searchable and a more human-readable format. Current state-of-the-art works lack databases and baseline benchmarks for digitizing mobile captured documents. We have organized a competition for mobile document capture and OCR in order to address this issue. The competition is structured into two independent challenges: smartphone document capture, and smartphone OCR. This report describes the datasets for both challengesalong with their ground truth, details the performance evaluation protocols which we used, and presents the final results of the participating methods.
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Affiliations:
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Le document en format XML
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key="FR"></country></address></desc></org></tutelle></tutelles></hal:affiliation><country>France</country><placeName><settlement type="city">La Rochelle</settlement><region type="region" nuts="2">Poitou-Charentes</region></placeName><orgName type="university">Université de La Rochelle</orgName></affiliation></author><author><name sortKey="Prum, Sophea" sort="Prum, Sophea" uniqKey="Prum S" first="Sophea" last="Prum">Sophea Prum</name><affiliation wicri:level="1"><hal:affiliation type="laboratory" xml:id="struct-40831" status="VALID"><orgName>Laboratoire Informatique, Image et Interaction</orgName><orgName type="acronym">L3I</orgName><desc><address><addrLine>Bâtiment Pascal Avenue Michel Crépeau F-17042 La Rochelle Cedex 1</addrLine><country key="FR"></country></address><ref type="url">http://www.univ-lr.fr/l3i</ref></desc><listRelation><relation name="EA2118" active="#struct-300311" type="direct"></relation></listRelation><tutelles><tutelle name="EA2118" active="#struct-300311" type="direct"><org type="institution" xml:id="struct-300311" status="VALID"><orgName>Université de La Rochelle</orgName><desc><address><country key="FR"></country></address></desc></org></tutelle></tutelles></hal:affiliation><country>France</country><placeName><settlement type="city">La Rochelle</settlement><region type="region" nuts="2">Poitou-Charentes</region></placeName><orgName type="university">Université de La Rochelle</orgName></affiliation></author><author><name sortKey="Rusi Ol, Marcal" sort="Rusi Ol, Marcal" uniqKey="Rusi Ol M" first="Marçal" last="Rusi Ol">Marçal Rusi Ol</name><affiliation wicri:level="1"><hal:affiliation type="laboratory" xml:id="struct-19095" status="VALID"><orgName>Computer Vision Center (Centre de visio per computador)</orgName><orgName type="acronym">CVC</orgName><desc><address><addrLine>Edifici O - Campus UAB - 08193 Bellaterra (Cerdanyola) - Barcelona, Spain</addrLine><country key="ES"></country></address><ref type="url">http://www.cvc.uab.es/</ref></desc><listRelation><relation active="#struct-98227" type="direct"></relation></listRelation><tutelles><tutelle active="#struct-98227" type="direct"><org type="institution" xml:id="struct-98227" status="VALID"><orgName>Universitat Autònoma de Barcelona [Barcelona]</orgName><orgName type="acronym">UAB</orgName><desc><address><addrLine>UAB Campus 08193 Bellaterra Barcelona</addrLine><country key="ES"></country></address><ref type="url">http://www.uab.es/english/</ref></desc></org></tutelle></tutelles></hal:affiliation><country>Espagne</country></affiliation></author></analytic></biblStruct></sourceDesc></fileDesc><profileDesc><textClass><keywords scheme="mix" xml:lang="en"><term>document analysis</term><term>mobile capture</term><term>smartphone OCR</term><term>smartphone document capture</term></keywords></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en">Smartphones are enabling new ways of capture, hence arises the need for seamless and reliable acquisition and digitization of documents, in order to convert them to editable, searchable and a more human-readable format. Current state-of-the-art works lack databases and baseline benchmarks for digitizing mobile captured documents. We have organized a competition for mobile document capture and OCR in order to address this issue. The competition is structured into two independent challenges: smartphone document capture, and smartphone OCR. This report describes the datasets for both challengesalong with their ground truth, details the performance evaluation protocols which we used, and presents the final results of the participating methods.</div></front></TEI><affiliations><list><country><li>Espagne</li><li>France</li></country><region><li>Poitou-Charentes</li></region><settlement><li>La Rochelle</li></settlement><orgName><li>Université de La Rochelle</li></orgName></list><tree><country name="France"><region name="Poitou-Charentes"><name sortKey="Burie, Jean Christophe" sort="Burie, Jean Christophe" uniqKey="Burie J" first="Jean-Christophe" last="Burie">Jean-Christophe Burie</name></region><name sortKey="Chazalon, Joseph" sort="Chazalon, Joseph" uniqKey="Chazalon J" first="Joseph" last="Chazalon">Joseph Chazalon</name><name sortKey="Coustaty, Mickael" sort="Coustaty, Mickael" uniqKey="Coustaty M" first="Mickaël" last="Coustaty">Mickaël Coustaty</name><name sortKey="Eskenazi, Sebastien" sort="Eskenazi, Sebastien" uniqKey="Eskenazi S" first="Sébastien" last="Eskenazi">Sébastien Eskenazi</name><name sortKey="Luqman, Muhammad Muzzamil" sort="Luqman, Muhammad Muzzamil" uniqKey="Luqman M" first="Muhammad Muzzamil" last="Luqman">Muhammad Muzzamil Luqman</name><name sortKey="Maroua, Mehri" sort="Maroua, Mehri" uniqKey="Maroua M" first="Mehri" last="Maroua">Mehri Maroua</name><name sortKey="Nayef, Nibal" sort="Nayef, Nibal" uniqKey="Nayef N" first="Nibal" last="Nayef">Nibal Nayef</name><name sortKey="Ogier, Jean Marc" sort="Ogier, Jean Marc" uniqKey="Ogier J" first="Jean-Marc" last="Ogier">Jean-Marc Ogier</name><name sortKey="Prum, Sophea" sort="Prum, Sophea" uniqKey="Prum S" first="Sophea" last="Prum">Sophea Prum</name></country><country name="Espagne"><noRegion><name sortKey="Rusi Ol, Marcal" sort="Rusi Ol, Marcal" uniqKey="Rusi Ol M" first="Marçal" last="Rusi Ol">Marçal Rusi Ol</name></noRegion></country></tree></affiliations></record>Pour manipuler ce document sous Unix (Dilib)
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