Image analysis - fiber recognition
Hough transform is your friend. Basicaly it deals with straight lines (and almost all fibers in your example are straight). You can find open source implementation in OpenCV (here is doc + result example).

Moreover there is some generalizations that able to detect custom shapes.
P.S. Since you're using C#, OpenCV wrapper could be helpfull for you.