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all right well thank you very much its a real pleasure to be here Ive never visited Lawrence Livermore before and Im really enjoying getting to hear more about some of the work thats going on here and getting to meet many of you so today Im going to tell you about some of the work that Ive done over the last decade or so now on photon limited imaging and as many of you and I dont have somehow there we go and as many of you know photon limited imaging arises when we collect image data by measuring a small number of photons hitting a detector and when that number of photons is small then we really are faced with the dark side of image reconstruction so photon Limited imaging might sound a little esoteric at the outset but in fact it rises in a number of different settings maybe the most obvious is night vision so hunters or soldiers or even some recent car models are using night vision imaging in order to detect animals or objects or people in very low light settings so whats un
