Figure 5

Neighborhood check. Input image is shown in (a), (b) is the output from SVM classifier. It shows high number of pixels marked as unhealthy while the human eye perceive them as healthy. In an attempt to alter the result of those isolated pixels, neighborhood-check method is applied. (c) is the result from neighborhood-check and matches well with the visual perception of human observer.