Edge detection by curve fitting

摘要

Edge detection is formulated as a curve fitting problem. First, high-gradient pixels are grouped into elongated regions and then a curve is fitted to each. The curve fitting method used in this work does not require solving a system of equations, and therefore is fast. Examples of edge detection by curve fitting on synthetic and real images are presented, and results obtained are compared with those determined by the Laplacian of Gaussian operator.