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Treffer: Interactive interpretation of structured documents: Application to the recognition of handwritten architectural plans

Title:
Interactive interpretation of structured documents: Application to the recognition of handwritten architectural plans
Contributors:
intuitive user interaction for document (IntuiDoc), MEDIA ET INTERACTIONS (IRISA-D6), Institut de Recherche en Informatique et Systèmes Aléatoires (IRISA), Université de Rennes (UR)-Institut National des Sciences Appliquées - Rennes (INSA Rennes), Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Université de Bretagne Sud (UBS)-École normale supérieure - Rennes (ENS Rennes)-Institut National de Recherche en Informatique et en Automatique (Inria)-Télécom Bretagne-CentraleSupélec-Centre National de la Recherche Scientifique (CNRS)-Université de Rennes (UR)-Institut National des Sciences Appliquées - Rennes (INSA Rennes), Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Université de Bretagne Sud (UBS)-École normale supérieure - Rennes (ENS Rennes)-Institut National de Recherche en Informatique et en Automatique (Inria)-Télécom Bretagne-CentraleSupélec-Centre National de la Recherche Scientifique (CNRS)-Institut de Recherche en Informatique et Systèmes Aléatoires (IRISA), Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Université de Bretagne Sud (UBS)-École normale supérieure - Rennes (ENS Rennes)-Institut National de Recherche en Informatique et en Automatique (Inria)-Télécom Bretagne-CentraleSupélec-Centre National de la Recherche Scientifique (CNRS), Université de Rennes (UR), Université de Rennes 2 (UR2), Institut National des Sciences Appliquées - Rennes (INSA Rennes), Institut National des Sciences Appliquées (INSA), Centre de Recherches en Psychologie Cognition et Communication (CRPCC EA 1285), Université de Bretagne Sud (UBS)-Université de Brest (UBO EPE)-MEN : EA1285-Université de Rennes 2 (UR2), ANR-09-CORD-0015,MobiSketch,Interaction orientée stylo pour la rétro-conversion et la composition de schémas et de plans en mobilité terrain(2009)
Source:
Pattern Recognition. 48(8)
Publisher Information:
CCSD; Elsevier, 2015.
Publication Year:
2015
Collection:
collection:UNIV-BREST
collection:UNIV-RENNES1
collection:UR2-HB
collection:CNRS
collection:UNIV-UBS
collection:INSA-RENNES
collection:IRISA
collection:IRISA_SET
collection:IRISA-INSA-R
collection:CENTRALESUPELEC
collection:IRISA-D6
collection:UR1-HAL
collection:UR1-MATH-STIC
collection:UR1-UFR-ISTIC
collection:UNIV-RENNES2
collection:LPC3
collection:TEST-UNIV-RENNES
collection:TEST-UR-CSS
collection:UNIV-RENNES
collection:LP3C
collection:INSA-GROUPE
collection:INSTITUTS-TELECOM
collection:ANR
collection:UR1-MATH-NUM
Original Identifier:
HAL: hal-01238056
Document Type:
Zeitschrift article<br />Journal articles
Language:
English
ISSN:
0031-3203
Relation:
info:eu-repo/semantics/altIdentifier/doi/10.1016/j.patcog.2015.01.028
DOI:
10.1016/j.patcog.2015.01.028
Rights:
info:eu-repo/semantics/OpenAccess
Accession Number:
edshal.hal.01238056v1
Database:
HAL

Weitere Informationen

This paper addresses a whole architecture, including the IMISketch method. IMISketch method incorporates two aspects: document analysis and interactivity. This paper describes a global vision of all the parts of the project. IMISketch is a generic method for an interactive interpretation of handwritten sketches. The analysis of complex documents requires the management of uncertainty. While, in practice the similar methods often induce a large combinatorics, IMISketch method presents several optimization strategies to reduce the combinatorics. The goal of these optimizations is to have a time analysis compatible with user expectations. The decision process is able to solicit the user in the case of strong ambiguity: when it is not sure to make the right decision, the user explicitly validates the right decision to avoid a fastidious a posteriori verification phase due to propagation of errors.This interaction requires solving two major problems: how interpretation results will be presented to the user, and how the user will interact with analysis process. We propose to study the effects of those two aspects. The experiments demonstrate that (i) a progressive presentation of the analysis results, (ii) user interventions during it and (iii) the user solicitation by the analysis process are an efficient strategy for the recognition of complex off-line documents.To validate this interactive analysis method, several experiments are reported on off-line handwritten 2D architectural floor plans.