New edge detection algorithms based on adaptive estimation filters

In this paper we describe new edge detection algorithms based on adaptive two-dimensional estimation filters. Examples with the Lena image are used to illustrate our concepts.

[1]  Ellen C. Hildreth,et al.  Implementation Of A Theory Of Edge Detection , 1980 .

[2]  C.S. Lindquist,et al.  Image processing using adaptive aposteriori Wiener estimation techniques , 1994, Proceedings of 1994 28th Asilomar Conference on Signals, Systems and Computers.

[3]  J. Canny Finding Edges and Lines in Images , 1983 .

[4]  M.C. Woodlhall,et al.  On the consistent comparison of adaptive and non-adaptive image processing algorithms , 1995, Conference Record of The Twenty-Ninth Asilomar Conference on Signals, Systems and Computers.