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PDES in image processing. Talk at OU sigCAM Meijun Zhu. Gaussian filter. Lena picture with Gaussian noise. Experiment for Gaussian Filter. After three steps, it becomes better. After more steps, it becomes blur. Q-flow for denoise. Left side: Affine flow; Right side: Q-flow.
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PDES in image processing Talk at OU sigCAM Meijun Zhu
Gaussian filter • Lena picture with Gaussian noise.
Experiment for Gaussian Filter • After three steps, it becomes better. • After more steps, it becomes blur.
Q-flow for denoise • Left side: Affine flow; Right side: Q-flow. • More picture and comparison can be found at • http://www.math.ou.edu/~yni/flow.html
Active Contour • The main goal here is to find the boundary of interesting area:
Discussion • Psychological questions: illusions. • Experiments.
Other applications • Can the flow be used to reduce illusions?
Real problems • Satellite images • Medical images • Signal processing • Nonlinear expression (comparing with Wavelets, etc.)