A New Pyramidal Approach for the Address Block Location Based on Hierarchical Graph Coloring
Identifieur interne : 000B27 ( Istex/Curation ); précédent : 000B26; suivant : 000B28A New Pyramidal Approach for the Address Block Location Based on Hierarchical Graph Coloring
Auteurs : Djamel Gaceb [France] ; Véronique Eglin [France] ; Frank Lebourgeois [France] ; Hubert Emptoz [France]Source :
- Lecture Notes in Computer Science [ 0302-9743 ] ; 2007.
Abstract
Abstract: An efficient sorting mail system is mainly based on an accurate optical recognition of the envelopes addresses. However, the location of the address block (ABL) should be done before the OCR recognition process. The location step is very crucial as it has a great impact on the global performance of the system. Actually, a good location step leads to a better recognition rate. The limit of current methods depends on modular linear architectures used for ABL. Their performances depend on each independent module performance. We are presenting in this paper a new approach for ABL based on the hierarchical graph coloring and on the pyramidal organization of data that present the advantage to guarantee a good coherence between different modules and that reduces both the computation time and the rejection rate. The proposed method gives very satisfying rate of 98% of good location on a set of 750 envelope images.
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DOI: 10.1007/978-3-540-74260-9_113
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Djamel Gaceb<affiliation><mods:affiliation>LIRIS INSA de Lyon – 20, av. Albert Einstein 69621 Villeurbanne Cedex</mods:affiliation><wicri:noCountry code="subField">Cedex</wicri:noCountry></affiliation><affiliation wicri:level="1"><mods:affiliation>E-mail: djamel.gaceb1@insa-lyon.fr</mods:affiliation><country wicri:rule="url">France</country></affiliation><affiliation><mods:affiliation>LIRIS INSA de Lyon – 20, av. Albert Einstein 69621 Villeurbanne Cedex</mods:affiliation><wicri:noCountry code="subField">Cedex</wicri:noCountry></affiliation><affiliation wicri:level="1"><mods:affiliation>E-mail: veronique.eglin@insa-lyon.fr</mods:affiliation><country wicri:rule="url">France</country></affiliation><affiliation><mods:affiliation>LIRIS INSA de Lyon – 20, av. Albert Einstein 69621 Villeurbanne Cedex</mods:affiliation><wicri:noCountry code="subField">Cedex</wicri:noCountry></affiliation><affiliation wicri:level="1"><mods:affiliation>E-mail: flebourg@rfv.insa-lyon.fr</mods:affiliation><country wicri:rule="url">France</country></affiliation><affiliation><mods:affiliation>LIRIS INSA de Lyon – 20, av. Albert Einstein 69621 Villeurbanne Cedex</mods:affiliation><wicri:noCountry code="subField">Cedex</wicri:noCountry></affiliation><affiliation wicri:level="1"><mods:affiliation>E-mail: hubert.emptoz@insa-lyon.fr</mods:affiliation><country wicri:rule="url">France</country></affiliation>Le document en format XML
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Albert Einstein 69621 Villeurbanne Cedex</mods:affiliation><wicri:noCountry code="subField">Cedex</wicri:noCountry></affiliation><affiliation wicri:level="1"><mods:affiliation>E-mail: djamel.gaceb1@insa-lyon.fr</mods:affiliation><country wicri:rule="url">France</country></affiliation></author><author><name sortKey="Eglin, Veronique" sort="Eglin, Veronique" uniqKey="Eglin V" first="Véronique" last="Eglin">Véronique Eglin</name><affiliation><mods:affiliation>LIRIS INSA de Lyon – 20, av. Albert Einstein 69621 Villeurbanne Cedex</mods:affiliation><wicri:noCountry code="subField">Cedex</wicri:noCountry></affiliation><affiliation wicri:level="1"><mods:affiliation>E-mail: veronique.eglin@insa-lyon.fr</mods:affiliation><country wicri:rule="url">France</country></affiliation></author><author><name sortKey="Lebourgeois, Frank" sort="Lebourgeois, Frank" uniqKey="Lebourgeois F" first="Frank" last="Lebourgeois">Frank Lebourgeois</name><affiliation><mods:affiliation>LIRIS INSA de Lyon – 20, av. Albert Einstein 69621 Villeurbanne Cedex</mods:affiliation><wicri:noCountry code="subField">Cedex</wicri:noCountry></affiliation><affiliation wicri:level="1"><mods:affiliation>E-mail: flebourg@rfv.insa-lyon.fr</mods:affiliation><country wicri:rule="url">France</country></affiliation></author><author><name sortKey="Emptoz, Hubert" sort="Emptoz, Hubert" uniqKey="Emptoz H" first="Hubert" last="Emptoz">Hubert Emptoz</name><affiliation><mods:affiliation>LIRIS INSA de Lyon – 20, av. Albert Einstein 69621 Villeurbanne Cedex</mods:affiliation><wicri:noCountry code="subField">Cedex</wicri:noCountry></affiliation><affiliation wicri:level="1"><mods:affiliation>E-mail: hubert.emptoz@insa-lyon.fr</mods:affiliation><country wicri:rule="url">France</country></affiliation></author></analytic><monogr></monogr><series><title level="s">Lecture Notes in Computer Science</title><imprint><date>2007</date></imprint><idno type="ISSN">0302-9743</idno><idno type="eISSN">1611-3349</idno><idno type="ISSN">0302-9743</idno></series><idno type="istex">CED316FA7D2BB955090D4644D37E7BF99536B208</idno><idno type="DOI">10.1007/978-3-540-74260-9_113</idno><idno type="ChapterID">113</idno><idno type="ChapterID">Chap113</idno></biblStruct></sourceDesc><seriesStmt><idno type="ISSN">0302-9743</idno></seriesStmt></fileDesc><profileDesc><textClass></textClass><langUsage><language ident="en">en</language></langUsage></profileDesc></teiHeader><front><div type="abstract" xml:lang="en">Abstract: An efficient sorting mail system is mainly based on an accurate optical recognition of the envelopes addresses. However, the location of the address block (ABL) should be done before the OCR recognition process. The location step is very crucial as it has a great impact on the global performance of the system. Actually, a good location step leads to a better recognition rate. The limit of current methods depends on modular linear architectures used for ABL. Their performances depend on each independent module performance. We are presenting in this paper a new approach for ABL based on the hierarchical graph coloring and on the pyramidal organization of data that present the advantage to guarantee a good coherence between different modules and that reduces both the computation time and the rejection rate. The proposed method gives very satisfying rate of 98% of good location on a set of 750 envelope images.</div></front></TEI></record>Pour manipuler ce document sous Unix (Dilib)
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