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
    • 4.8 • 4 Ratings

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.

    • video
    01 - Overview, Image Formation

    01 - Overview, Image Formation

    • 1 hr 20 min
    • video
    02 - Image Processing

    02 - Image Processing

    • video
    03 - Image Formation, Image Enhancement

    03 - Image Formation, Image Enhancement

    • 1 hr 34 min
    • video
    04 - MATLAB, Image Enhancement, 2D Signals

    04 - MATLAB, Image Enhancement, 2D Signals

    • 1 hr 27 min
    • video
    05 - 2-D Signal and Systems, Matrix Formulations

    05 - 2-D Signal and Systems, Matrix Formulations

    • 1 hr 25 min
    • video
    06 - Images in The Frequency Domain, Image Restoration

    06 - Images in The Frequency Domain, Image Restoration

    • 1 hr 33 min

Customer Reviews

4.8 out of 5
4 Ratings

4 Ratings

Moe Que ,

The best DIP course

This is simply the best "no-nonsense" course on DIP. Great insight and real state of the art examples. Wish i can have access to the Matlab code, but the website asks for login credentials.

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