The advent of inexpensive digital image sensors has generated great interest in building sensing systems that incorporate large numbers of cameras. At the same time, advances in semiconductor technology have made increasing computing power available for decreasing cost, power, and package size. These trends raise the question - can we use clusters of inexpensive imagers and processors to create virtual cameras that outperform real ones? Can we combine large numbers of conventional images computationally to produce new kinds of images? In an effort to answer these questions, the Stanford Computer Graphics Laboratory has built an array of 100 CMOS-based cameras.

Multi-camera systems can function in many ways, depending on the arrangement and aiming of the cameras. In particular, if the cameras are packed close together, then the system effectively functions as a single-center-of-projection synthetic camera, which we can configure to provide unprecedented performance along one or more imaging dimensions, such as resolution, signal-to-noise ratio, dynamic range, depth of field, frame rate, or spectral sensitivity. If the cameras are placed farther apart, then the system functions as a multiple-center-of-projection camera, and the data it captures is called a light field. Of particular interest to us are novel methods for estimating 3D scene geometry from the dense imagery captured by the array, and novel ways to construct multi-perspective panoramas from light fields, whether captured by this array or not. Finally, if the cameras are placed at an intermediate spacing, then the system functions as a single camera with a large synthetic aperture, which allows us to see through partially occluding environments like foliage or crowds. If we augment the array of cameras with an array of video projectors, we can implement a discrete approximation of confocal microscopy, in which objects not lying on a selected plane become both blurry and dark, effectively disappearing. These techniques, which we explore in our CVPR and SIGGRAPH papers (listed below), have potential application in scientific imaging, remote sensing, underwater photography, surveillance, and cinematic special effects.

Is it possible to replace human speech with a computer? Yes, most definitely. Is it practical to do it in something like the kindle with current technology? No.

That's a reclaimed liberty, don't you see? The freedom to have the state take such close interest in the minutiae of your everyday life, that's a rare gift. Who knows what benefits this could bring, what positive lifestyle changes they could force you to undertake freely by inspecting your refuse? All this Orwell posturing about privacy - they're the real fascists, dude.