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[Music] [Laughter] [Music] hi thanks for joining me on this channel here which is about image processing image analysis some science chat and other stuff um going to break all the rules of youtube in this one because im making a video here that absolutely nobody has asked me to do but its a neat little trick that hopefully you might find useful so the image that youre looking at here is one of the first image analysis routines that i was ever shown by an old friend matt nielsen who i worked with many years ago youll see in box one we have a very grainy poor quality image its a cell expressing some receptors very low concentration of the drug and so the image quality is not great but the but the drug concentration needs to be low in order to maintain selectivity okay long story but weve got a noisy image we go through a process of making a mask and then extracting the data under the mask and then if you look at box 6 youll see im able to construct a really rather nice 3d model o