Wang Hangjun, Qi Hengnian. Segmentation method of wood microscopic image based on local level set[J]. Journal of Image and Graphics, 2012, 17(2): 236-240. DOI: 10.11834/jig.20120212.
Segmentation method of wood microscopic image based on local level set
Obtaining various tissues from microscopic of wood images has important significance for the analysis of wood properties
weather changes
and wood species
which relies on the results of image segmentation techniques. Level Set is conducted in the segmentation of wood images in our experiments described in this paper.After the combination of the edge-based and region-based models in Level Set
we introduce the local cues in image to improve the image segmentaion performance for the wood tissue's inhomogeneity and reduce the noise caused by the production of wood specimens. Then
an area threshold is used to get rid of blisters and other impurities in the image to obtain the wood pores at last. Experiments show that the proposed method can smoothly segment images of local non-uniform wood microstructure