Office

Bettina Hübner/ Monika Klick
Institute of Agricultural Technology

Bundesallee 47
38116 Braunschweig
Phone: +49 531 596 4102/ 4103
Fax: +49 531 596 4199
at@thuenen.de


Determination of crop soil cover

Project

Determination of crop soil cover by means of digital colour photos and automatic computer image analysis

How quickly are plants growing? The soil cover is an important parameter in plant growing experiments. But visual assessment of the soil cover by experts is inaccurate and subjective.

Background and Objective

The soil cover is an important plant growth parameter. The more the plants cover the soil, the more leaf area may effectively used for photosynthesis and the better the soil is protected against evaporation and erosion. Visual assessment by experts is possible but inaccurate and subjective. In the  project, a standardized robust procedure for the objective accurate soil cover determination will be developed.

Target Group

In the project we first want do develop a practical method for people with plant growth experiments. Today in most experiments soil cover is still estimated visually by experts. The project will give further insight into problems and possible solutions for the automatic segmentation of colour photos into plant and soil for various other automation tasks.

Approach

See "Data and methods".

Data and Methods

In the project many photos of various agricultural crops were already taken under partially standardized illumination conditions. A knowledge based classification algorithm will be implemented and trained that will be able to evaluate new photos in the future without new training.

Results

Preliminary results show a high segmentation quality under optimal conditions. Under certain adverse conditions, considerable errors are possible that cannot be prevented with the selected approach. The results shall be improved by further training, and the performance of the method under various conditions will be evaluated and documented.

Thünen-Contact


Involved external Thünen-Partners


Duration

1.2004 - 12.2016