1. A method for improving quality of recognition of objects in images, the method comprising: receiving a plurality of images, each image depicting same object; selecting a first image from the plurality of images; estimating motion of elements of the object in the first image relative to images in the plurality of images; based on results of motion estimation, performing motion compensation of elements of the one or more objects using the first image for the images in the plurality of images; accumulating signal from the compensated images into the first image resulting in a high resolution image; and performing object recognition using the resulting high resolution image.