meanshift-image-segmentation

Image Segmentation using Mean Shift Algorithm

Steps Followed:

• Downscale input image to 64x64 to ensure faster execution
• Initialize mean to a set of pixel and intensity values
• Calculate weight using the Gaussian kernel having a specified bandwidth h.
• Calculate new mean values using the above calculated weight
• Calculate the shift in the new mean from the old mean iteratively until convergence of the mean values.