The Visvalingam algorithm: metrics, measures and heuristics

Visvalingam, Mahes

Abstract

This paper provides the background necessary for a clear understanding of forthcoming papers relating to the Visvalingam algorithm for line generalisation, for example on the testing and usage of its implementations. It distinguishes the algorithm from implementation-specific issues to explain why it is possible to get inconsistent but equally valid output from different implementations. By tracing relevant developments within the now-disbanded Cartographic Information Systems Research Group (CISRG) of the University of Hull, it explains why a) a partial metric-driven implementation was, and still is, sufficient for many projects but not for others; b) why the Effective Area (EA) is a measure derived from a metric; c) why this measure (EA) may serve as a heuristic indicator for in-line feature segmentation and model-based generalisation; and, d) how metrics may be combined to change the order of point elimination. The issues discussed in this paper also apply to the use of other metrics. It is hoped that the background and guidance provided in this paper will enable others to participate in further research based on the algorithm.

Citation

Visvalingam, M. The Visvalingam algorithm: metrics, measures and heuristics

• Working Paper Type: Discussion Paper
• Deposit Date: Mar 27, 2015
• Journal: Explorations in digital cartography discussion paper series. Discussion paper; 2
• Pages: 16
• Series Title: Explorations in Digital Cartography. Discussion Papers
• Series Number: 2
• Book Title: The Visvalingam algorithm : metrics, measures and heuristics
• Keywords: Visvalingam algorithm for line generalisation
• Public URL: https://hull-repository.worktribe.com/output/372006