06-16-2022, 02:41 PM
Modern cameras are required to satisfy two conflicting requirements: to provide excellent imaging performance while decreasing the space and weight of the system. To address this inherent contradiction, novel design methods attempt to harness fundamental imaging limitations and leverage them as a design advantage. One such example is motion blur, which is a known limitation in photography of dynamic scenes. It is caused due to objects’ movements during exposure, whose duration is set according to the lighting conditions and noise requirements. As most scenes are dynamic, light from moving objects is accumulated by the sensor in several consecutive pixels along their trajectory, resulting in image blur. Although blur is an undesirable effect, it can be used for video generation from a single image. In contrast to motion deblurring methods that aim at sharp image reconstruction, in video generation the goal is to exploit this ’artifact’ for reconstructing a sharp video frame burst that represents the scene at different times during acquisition.
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