A Morphological Approach of Image Segmentation Using Stochastic Gradients and Marker Controlled Watershed Transform
Pinaki Pratim Acharjya, Dibyendu Ghoshal · 2013
In this research paper a useful approach for digital color image segmentation is performed by combining stochastic gradient filter and marker controlled watershed transform. If only watershed algorithm be used for noisy image segmentation purpose, the over segmentation problem arise. This approach is based on the concept of stochastic gradient filter for generating gradient image from noisy images and marker controlled watershed transform for the reduction of over segmentation problem. The experimental results confirm the effectiveness of the proposed approach to get the high accuracy image segmentation.