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Image Filtering in the Spatial Domain

Image Filtering in the Spatial Domain. Overview: Linear filtering. Linear filters Applications Denoising Non-linear filters: median filter Sharpening Subsampling. Images as functions. Source: S. Seitz. Images as functions.

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1.33k views • 110 slides

Image Filtering

Image Filtering. Overview of Filtering. Convolution Gaussian filtering Median filtering. Overview of Filtering. Convolution Gaussian filtering Median filtering. Motivation: Noise reduction. Given a camera and a still scene, how can you reduce noise?.

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1.02k views • 75 slides

Lecture 4 Linear Filters and Convolution

Lecture 4 Linear Filters and Convolution. Slides by: David A. Forsyth Clark F. Olson Steven M. Seitz Linda G. Shapiro. Image noise. In finding the interesting features (such as edges) in an image, the biggest problem is noise. Noise is: Sensor error in acquiring the image

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728 views • 39 slides

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Image Filtering in the Spatial Domain

Image Filtering

Lecture 4 Linear Filters and Convolution