Search Results for author: Juhyun Park

Found 3 papers, 0 papers with code

Sparse Functional Linear Discriminant Analysis

no code implementations11 Dec 2020 Juhyun Park, Jeongyoun Ahn, Yongho Jeon

Inspired by the success of $\ell_1$-type regularization at inducing zero coefficients for scalar variables, we develop a new regularization method for functional linear discriminant analysis that incorporates an $L^1$-type penalty, $\int |f|$, to induce zero regions.


Mapping Areas using Computer Vision Algorithms and Drones

no code implementations1 Jan 2019 Bashar Alhafni, Saulo Fernando Guedes, Lays Cavalcante Ribeiro, Juhyun Park, Jeongkyu Lee

The goal of this paper is to implement a system, titled as Drone Map Creator (DMC) using Computer Vision techniques.


High-Order Tensor Regularization With Application to Attribute Ranking

no code implementations CVPR 2018 Kwang In Kim, Juhyun Park, James Tompkin

When learning functions on manifolds, we can improve performance by regularizing with respect to the intrinsic manifold geometry rather than the ambient space.

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