Note on a modified gradient method for image analysis

摘要

The modified gradient operation considered in this paper takes the product of four conventional gradient operations in different directions. Such modified method is shown by extensive computer results to provide great improvement in boundary extraction and noise reduction over the conventional gradient operation for image analysis. Furthermore, the method is computationally simple and insensitive to rotation of images. Some results of the modified gradient operation followed by image compression are also presented.