Computer Vision Foundations · 免费预览
高斯滤波器
高斯核作为平滑低通滤波器,不含盒式核的波纹;它被离散化并截断,为加速而设计为可分离,且在连续域中对卷积封闭。
1. A bell instead of a plateau
A bell instead of a plateau
2. Discretizing, normalizing, truncating
Discretizing, normalizing, truncating
3. A Gaussian transforms into a Gaussian
A Gaussian transforms into a Gaussian
4. Blurs that add, in the continuous world
Blurs that add, in the continuous world
5. Where to cut the kernel
A discrete Gaussian is built with using the unnormalized form and truncated at . Which half-width is used, and why that bound?
6. Widths that trade off
Two Gaussian filters have and . Comparing their frequency responses , which statement is right?
7. Adding blur variances
An image is blurred with a Gaussian of variance and then with an independent Gaussian of variance . Using the closure law , compute the combined variance and write it as an integer.