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 pixels in an image pixels wide. Write the horizontal frequency of the spectral peak as a number.