Abstract:
Considering the hi gh demand of interest pointspositioning precision for aerotriangulation of UAV imagesthis paper proposes an improved sub-pixel location method based on Harris al gorithm. Firstl yHarris al gorithm was used to detect the ori gin interest points.Secondl ya least square fittin g of Taylor expansion to the image gre y scale surface was done around the nei ghborhoods of each ori gin interest point and a Gaussian-distance al gorithm was emplo yed to determine the weight.Thirdl ysubpixel location of the interest point was obtained by calculating the extremities of the derived function.Tests were done for ei ght kinds of computer-simulated images and three kinds of actual UAV images experimental results show that our proposed method has the desired efficienc y and noise immunity the positioning accurac y can meet the re quirements of aerotriangulation of UAV images