Search Results for author: Donggun Kim

Found 2 papers, 0 papers with code

PCA, SVD, and Centering of Data

no code implementations27 Jul 2023 Donggun Kim, Kisung You

The research detailed in this paper scrutinizes Principal Component Analysis (PCA), a seminal method employed in statistics and machine learning for the purpose of reducing data dimensionality.

Spatio-Focal Bidirectional Disparity Estimation From a Dual-Pixel Image

no code implementations CVPR 2023 Donggun Kim, Hyeonjoong Jang, Inchul Kim, Min H. Kim

In this work, we propose a self-supervised learning method that learns bidirectional disparity by utilizing the nature of anisotropic blur kernels in dual-pixel photography.

Depth Estimation Disparity Estimation +1

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