Application of surface fitting techniques for the representation of leaf surfaces

Loch, B. I. and Belward, J. A. and Hanan, J. S. (2005) Application of surface fitting techniques for the representation of leaf surfaces. In: MODSIM05: International Congress on Modelling and Simulation: Advances and Applications for Management and Decision Making, 12-15 Dec 2005, Melbourne, Australia.

Abstract

Leaves play a vital role in the development of a plant, as they are major resource collectors. Adequate representations of leaves are therefore required for the modelling of plants. Such representations may be important to generate a realistic visualisation, or they may be used to study biological processes such as photosynthesis and canopy light environment. Accurate leaf surface representations are rarely found in the plant modelling community. This paper aims to show how detailed, accurate representations of leaf surfaces can be created from data; representations that may then be used as parts of virtual plants for applications in fields as diverse as the arts, agriculture or computer games. The techniques used here are mathematical methods of surface fitting applied to data that has been sampled from real leaves with a laser scanner (Polhemus FastSCAN 3D). These methods are interpolating finite element techniques, one using linear triangular elements, the other piecewise cubic triangles. The size of a laser scanned data set can be enormous and it may be important to represent the surface with significantly fewer points. An incremental algorithm is therefore used to identify significant points that result in a surface fit that approximates the entire data set to a pre-specified accuracy. The algorithms are applied to two examples, a Frangipani leaf and a Flame Tree leaf. The research presented in this paper is the first to model detailed and accurate leaf surfaces based on three-dimensional data points captured from real leaf surfaces. It provided a basis on which further research can be built. For example, detailed and accurate surface representations may be used in the simulation of pesticide deposition on leaf surfaces to determine the effectiveness of a treatment and help develop improved pesticide application techniques.


Statistics for USQ ePrint 154
Statistics for this ePrint Item
Item Type: Conference or Workshop Item (Commonwealth Reporting Category E) (Paper)
Refereed: Yes
Item Status: Live Archive
Additional Information: Permission granted to deposit.
Depositing User: epEditor USQ
Faculty / Department / School: Historic - Faculty of Sciences - Department of Maths and Computing
Date Deposited: 11 Oct 2007 00:16
Last Modified: 02 Jul 2013 22:30
Uncontrolled Keywords: leaf surface representation; surface fitting; virtual plants; interpolation
Fields of Research (FOR2008): 01 Mathematical Sciences > 0102 Applied Mathematics > 010202 Biological Mathematics
08 Information and Computing Sciences > 0801 Artificial Intelligence and Image Processing > 080103 Computer Graphics
08 Information and Computing Sciences > 0801 Artificial Intelligence and Image Processing > 080110 Simulation and Modelling
Socio-Economic Objective (SEO2008): E Expanding Knowledge > 97 Expanding Knowledge > 970108 Expanding Knowledge in the Information and Computing Sciences
URI: http://eprints.usq.edu.au/id/eprint/154

Actions (login required)

View Item Archive Repository Staff Only