1. A non-transitory program storage device comprising instructions stored thereon to cause one or more processors to: capture a first time-sequenced set of images, wherein each image in the first time-sequenced set of images is associated with a capture time and motion information; select a current image from the first time-sequenced set of images; identify a first stabilization metric value for the current image; adjust the first stabilization metric value based, at least in part, on an estimated amount of motion blur in the current image, wherein the estimated amount of motion blur in the current image is based, at least in part, on at least part of the motion information associated with the current image; apply the adjusted first stabilization metric value to the current image to stabilize the current image; and store the stabilized current image in a memory.