Title :
Nonlinear image filtering with edge and corner enhancement
Author :
Nitzberg, Mark ; Shiota, Takahiro
Author_Institution :
Div. of Appl. Sci., Harvard Univ., Cambridge, MA, USA
fDate :
8/1/1992 12:00:00 AM
Abstract :
The authors describe a model of nonlinear image filtering for noise reduction and edge enhancement using anisotropic diffusion. The method is designed to enhance not only edges, but corners and T junctions as well. The method roughly corresponds to a nonlinear diffusion process with backward heat flow across the strong edges. Such a process is ill posed, making the results depend strongly on how the algorithm differs from the diffusion process. Two ways of modifying the equations using simulations on a variable grid are studied
Keywords :
filtering and prediction theory; picture processing; anisotropic diffusion; corner enhancement; edge enhancement; model; noise reduction; nonlinear image filtering; picture processing; Adaptive filters; Anisotropic magnetoresistance; Diffusion processes; Electric shock; Filtering; Image edge detection; Nearest neighbor searches; Noise reduction; Nonlinear equations; Smoothing methods;
Journal_Title :
Pattern Analysis and Machine Intelligence, IEEE Transactions on