This study consists of the characterization of the gamma prime phase in nickel base superalloys using digital image processing and analysis. Samples of a nickel base superalloy were heat treated to 10 different temperatures. After the heat treatment cycle, the samples were prepared for metallographic evaluation and images of the microstructure were acquired using a scanning electron microscope (SEM). The gamma prime was segmented and measured using digital image processing methods. 429 images were analyzed, in which over 225000 particles were measured. The following parameters were obtained: area fraction of gamma prime, number of particles of gamma prime per image, area of each particle and the particles' feret ratio. An statistical analysis of the data was performed The results showed that the gamma prime fraction decreases and its size increases with temperature increase, as expected. The use of digital image analysis provided measurements with high accuracy, as the high speed of digital image analysis allowed sampling much superior to the traditional microstructural characterization methods.