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okay so todayamp;#39;s lecture is kind of continuing on the concept of image segmentation okay and the specific thing weamp;#39;re talking about today is called snakes also known as active contours at the end weamp;#39;ll talk about briefly what are called level sets and so the philosophy behind this material is that you know everything we talked about so far in terms of segmentation has really been at the pixel by pixel level right we threshold and we get a set of pixels right or we do you know graph cut we get a set of pixels right but as humans you know our natural inclination is more about kind of like you know if I told you to isolate something an image you probably wouldnamp;#39;t click on pixel by pixel youamp;#39;d probably draw like a freehand contour around the object right you think about things in terms of shapes right and so thatamp;#39;s the philosophy today is instead of talking about like pixel level segmentation weamp;#39;re going to talk about kind of curve lev