1. A method for processing images, comprising: receiving, at an image processor, a set of frozen images, the set of frozen images being obtained by removing apparent motion between images captured from a mobile imaging platform, the apparent motion arising due to motion of the mobile imaging platform and the images corresponding to a scene changing with time; decomposing, at the image processor, the set of frozen images to detect static objects, leaner objects, and mover objects in the scene, the mover objects being objects that change spatial orientation in the scene with time due to motion of the objects, and leaner objects being stationary features that appear to change spatial orientation in the scene with time due to motion of the mobile imaging platform; and compressing, using the image processor, the static objects, leaner objects, and mover objects in the scene separately using different compression techniques for storage and/or transmission.