17 episodes

Fundamental concepts in digital image processing and reconstruction. Continuous and discrete images; image acquisition, sampling. Linear transformations of images, convolution and superposition. Image enhancement and restoration, spatial and spectral filtering. Temporal image processing: change detection, image registration, motion estimation. Locally adaptive and non-parametric processing methods. Image reconstruction from incomplete data.

Image Processing and Reconstruction UC Santa Cruz

    • Technology

Fundamental concepts in digital image processing and reconstruction. Continuous and discrete images; image acquisition, sampling. Linear transformations of images, convolution and superposition. Image enhancement and restoration, spatial and spectral filtering. Temporal image processing: change detection, image registration, motion estimation. Locally adaptive and non-parametric processing methods. Image reconstruction from incomplete data.

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