Computer Vision Foundations · 免费预览

卷积定理

空间域中的卷积对应频域中的乘法,复指数是每个线性移不变系统的特征函数,而频谱使精准编辑成为可能。

1. The theorem itself

The theorem itself

2. Eigenfunctions of every filter

Eigenfunctions of every filter

3. The MIT columns

The MIT columns

4. The dual rule and windowing

The dual rule and windowing

5. Why filters cannot invent frequencies

A linear shift-invariant filter is applied to an image whose spectrum is zero beyond some maximum frequency. What can be said about the output spectrum?

6. Predicting the column peaks

A facade photo shows railings repeating every 8 pixels across a 256-pixel-wide image. Where do the bright spectral peaks land, and what does zeroing that band do?

7. Frequency of a repeating pattern

Vertical stripes repeat every 88 pixels in an image 256256 pixels wide. Write the horizontal frequency uu of the spectral peak as a number.

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