Program

GMPRDIA: Graph-based Methods in Pattern Recognition and Document Image Analysis (ICDAR2019-Tutorial#2)
Room: CB11.04.103+105, University of Technology Sydney(UTS) (more details on ICDAR 2019 website)
Saturday 21st september 2019
09h00 – 12h30 (with a coffee break at 10h30)

Outline

  • Opening
  • Graph-based Structural Pattern Recognition
    • Introduction
    • Graph Representation
    • Graph Matching
    • Graph Edit Distance
    • Graph Embedding
    • Subgraph spotting
    • Graph Indexing
    • Graph Diffusion
    • Graph Serialisation
  • Neural Networks on graphs and modern trends in graph-based Pattren Recognition
    • Node classification
    • Graph classification
    • Distance prediction
    • Applications
  • Hands-on / Programming
    • Case studies using graph-based Pattern Recognition methods
  • Discussion and closing