Segmentation of Leaf Images Based on the Active Contours

Peng Wu, Wenlin Li, Wenlong Song
2015 International Journal of u- and e- Service, Science and Technology  
Leaves contain important genetic information which can be used as a basis for the identification of plants. As a first step of modeling virtual three-dimensional plant, how to extract visual characteristic information form leaf images has great significance. We propose an optimized C-V model in this paper, which can detect objects in homogeneous regions of given leaf images and speed up running time. The new method combines local information with global information and optimizes the defect that
more » ... zes the defect that SDF needs to be reconstructed partially so that the energy function is improved. Experimental results show that our algorithm can stop active contours on the correct boundary, get accurate image segmentation, and the speed is more than 1.5 times faster to C-V model.
doi:10.14257/ijunesst.2015.8.6.07 fatcat:spcbdje23ra6ta67sjvghvjipm