ORIENTATIOIN INVARIANT OBJECT IDENTIFICATION USING MODEL-BASED IMAGE PROCESSING

摘要

A system for performing object identification combines pose determination, EO/IR sensor data, and novel computer graphics rendering techniques. A first module extracts the orientation and distance of a target in a truth chip given that the target type is known. A second is a module identifies the vehicle within a truth chip given the known distance and elevation angle from camera to target. Image matching is based on synthetic image and truth chip image comparison, where the synthetic image is rotated and moved through a 3-Dimensional space. To limit the search space, it is assumed that the object is positioned on relatively flat ground and that the camera roll angle stays near zero. This leaves three dimensions of motion (distance, heading, and pitch angle) to define the space in which the synthetic target is moved. A graphical user interface (GUI) front end allows the user to manually adjust the orientation of the target within the synthetic images. The system also includes the generation of shadows and allows the user to manipulate the sun angle to approximate the lighting conditions of the test range in the provided video.

主权项

1. A method of identifying a target, comprising the steps of:
a) storing geometric information about the type of the target in advance of the identification thereof; b) imaging a target to be identified with a camera; c) extracting the orientation and distance of the target based upon the imaging thereof; d) manipulating the image of the target using the orientation and distance of the target to generate a simulated image of the target; and e) comparing the simulated image of the target object to the stored geometric information to identify the target.