A system to understand hand-drawn floor plans using subgraph isomorphism and Hough transform

Josep Lladós, Jaime López-Krahe, Enric Martí

    Research output: Contribution to journalArticleResearchpeer-review

    29 Citations (Scopus)

    Abstract

    Presently, man-machine interface development is a widespread research activity. A system to understand hand drawn architectural drawings in a CAD environment is presented in this paper. To understand a document, we have to identity its building elements and their structural properties. An attributed graph structure is chosen as a symbolic representation of the input document and the patterns to recognize in it. An inexact subgraph isomorphism procedure using relaxation labeling techniques is performed. In this paper we focus on how to speed up the matching. There is a building element, the walls, characterized by a hatching pattern. Using a straight line Hough transform (SLHT)-based method, we recognize this pattern, characterized by parallel straight lines, and remove from the input graph the edges belonging to this pattern. The isomorphism is then applied to the remainder of the input graph. When all the building elements have been recognized, the document is redrawn, correcting the inaccurate strokes obtained from a hand-drawn input.
    Original languageEnglish
    Pages (from-to)150-158
    JournalMachine Vision and Applications
    Volume10
    DOIs
    Publication statusPublished - 1 Jan 1997

    Keywords

    • CAD systems
    • Graph matching
    • Graphics recognition
    • Hough transform
    • Line drawings

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