By Topic

A vision-based approach for nondestructive leaf area estimation

Sign In

Cookies must be enabled to login.After enabling cookies , please use refresh or reload or ctrl+f5 on the browser for the login options.

The purchase and pricing options are temporarily unavailable. Please try again later.
2 Author(s)
Hajjdiab, H. ; Coll. of Eng. & Comput. Sci., Abu Dhabi Univ., Abu Dhabi, United Arab Emirates ; Obaid, A.

Leaf area of a plant is an important indicator to analyze and assess the growth and estimate the production potential for the plant species under study. Leaf area measurements are important in estimating biomass productivity, adaptation to the environment, nutrition and soil-water relations. In this paper we propose a rapid, accurate and yet simple approach to estimate the leaf area using computer vision approach. The approach is based on analyzing images of plant leaves collected using an off-the-shelf digital camera. Images of a leaf is processed to extract the contour, then a transformation is applied to compensate for the projective distortion and finally the leaf measurements are calculated. The results are compared with measurements using grid-counting method.

Published in:

Environmental Science and Information Application Technology (ESIAT), 2010 International Conference on  (Volume:3 )

Date of Conference:

17-18 July 2010