How can I detect an edge in an image?

I have to develop an algorithm for edge detection on a digital image, without using the traditional algorithms. Someone has an idea?

Thanks!

[Sean de Wolski]

Why? What specifics does your application have that the traditional algorithms are insufficient for and what makes it that way?

[Florin Neacsu]

What are you referring to as being "traditional" algorithms?