Comparing small object detectors

The signal produced by a small object when imaged on a CCD array is spread over several pixels in the array due to device physics and atmospheric effects. It has been typically represented as a raised cosine function. The present paper details a comparison of two potential small object detection networks: (a) the artificial neural network (ANN) and, (b) the least-mean-square (LMS) filter.