The objective of the project is to recognize an aircraft in satellite image using sensing images matching for accurate detection and tracking. The number of aircraft types is limited and each type of aircraft has fixed size and shape. The similarity between the real target and the suspected target is obtained based on the reconstructive approaches. The demonstration has been carried out in MATLAB. First, the Test Image is selected for Pre-Processing where it involves removing low-frequency background noise and converts in to grey-scale image from the cluttered background. In order to estimate the pose and direction of aircraft the Histogram Oriented Gradient process is done which is based on pixel intensities considered as weights.