1. A method for detection of transient blockage of images comprising the steps of: receiving, at a computing device, a first data capture from an image sensor, the first data capture including a plurality of first pixel intensity values corresponding to each of a plurality of pixel locations of the first data capture; receiving, at the computing device, a second data capture from the image sensor, the second data capture including a plurality of second pixel intensity values corresponding to each of a plurality of pixel locations of the second data capture; identifying, in the second data capture by a processing component of the computing device, one or more of the second pixel intensity values exceeding a contrast threshold stored in a memory component of the computing device to detect a transient blockage; and replacing the one or more of the second pixel intensity values exceeding the contrast threshold with one or more of the first pixel intensity values to generate a corrected data capture, each of the one or more first pixel intensity values corresponding to one of the plurality of pixel locations of the first data capture corresponding to one of the plurality of pixel locations of the second data capture corresponding to one of the one or more second pixel intensity values exceeding the contrast threshold.