Whitening

ZCA Whitening

ZCA Whitening is an image preprocessing method that leads to a transformation of data such that the covariance matrix $\Sigma$ is the identity matrix, leading to decorrelated features.

Image Source: Alex Krizhevsky

Papers


Paper Code Results Date Stars

Tasks


Task Papers Share
Recommendation Systems 1 16.67%
Disentanglement 1 16.67%
Robust Object Detection 1 16.67%
Classification 1 16.67%
General Classification 1 16.67%
Image Classification 1 16.67%

Components


Component Type
🤖 No Components Found You can add them if they exist; e.g. Mask R-CNN uses RoIAlign

Categories