title: Application of image analysis for grass tillering determination.
abstract: Tillering is defined as the process of above-ground shoot production by a single plant. The number of grass tillers is one of the most important parameters in ecology and breeding studies. The number of tillers is usually determined by manually counting the separated shoots from a single plant. Unfortunately, this method is too time-consuming. In this study, a new method for counting grass tillers based on image analysis is presented. The usefulness of the method was evaluated for five grass species, Phleum pratense, Lolium perenne, Dactylis glomerata, Festuca pratensis and Bromus unioloides. The grass bunches were prepared for analysis by cutting and tip painting. The images obtained were analysed using an automatic procedure with separation of shoots and other objects based on morphological parameters. It was found that image analysis allows for very quick and accurate counting of grass tillers. However, the set of morphological parameters for object recognition must be selected individually for different grass species. This method can be recommended as a replacement for the traditional, time-consuming method in grass breeding.
authors.affiliation: Institute of Machinery Exploitation, Ergonomics and Production Processes, University of Agriculture in Krakow, ul. Balicka 116 B, 31-149, Krakow, Poland. rtglab@cyf-kr.edu.pl.
authors.forename: Tomasz
authors.initials: T
authors.lastname: Głąb
authors.affiliation: Institute of Machinery Exploitation, Ergonomics and Production Processes, University of Agriculture in Krakow, ul. Balicka 116 B, 31-149, Krakow, Poland.
authors.forename: Urszula
authors.initials: U
authors.lastname: Sadowska
authors.affiliation: Institute of Machinery Exploitation, Ergonomics and Production Processes, University of Agriculture in Krakow, ul. Balicka 116 B, 31-149, Krakow, Poland.
authors.forename: Andrzej
authors.initials: A
authors.lastname: Żabiński
mesh_terms: D004784:Environmental Monitoring / Q000379:methods*; D008129:Lolium; D006109:Poaceae
keywords: Grass; Image analysis; Morphology; Tillering