Whitening

PCA Whitening

PCA Whitening is a processing step for image based data that makes input less redundant. Adjacent pixel or feature values can be highly correlated, and whitening through the use of PCA reduces this degree of correlation.

Image Source: Wikipedia

Papers


Paper Code Results Date Stars

Tasks


Task Papers Share
Image Retrieval 2 25.00%
Retrieval 2 25.00%
Classification 1 12.50%
General Classification 1 12.50%
Image Classification 1 12.50%
Visual Place Recognition 1 12.50%

Components


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

Categories