ABSTRACT
In this research paper, we had studied the various concepts related to image segmentation and different mapping methods. We had discussed Poincare maps for segmentation of images. To implement this method, we had considered pair wise region comparison so that we get to know the minimum edge weight comprising between two regions and also calculate difference between both of them. We had discussed other mapping methods also which have their own importance to show grids of local surrounding points between pixels. These methods can also represent mapping sent mapping of pixels in feature space. It has been shown that modes of segmentation can be very coarse or fine.
