Search Results for author: Wei-Chih Huang

Found 3 papers, 0 papers with code

The hybrid approach -- Convolutional Neural Networks and Expectation Maximization Algorithm -- for Tomographic Reconstruction of Hyperspectral Images

no code implementations31 May 2022 Mads J. Ahlebæk, Mads S. Peters, Wei-Chih Huang, Mads T. Frandsen, René L. Eriksen, Bjarke Jørgensen

We present a simple but novel hybrid approach to hyperspectral data cube reconstruction from computed tomography imaging spectrometry (CTIS) images that sequentially combines neural networks and the iterative Expectation Maximization (EM) algorithm.

The Application of Convolutional Neural Networks for Tomographic Reconstruction of Hyperspectral Images

no code implementations30 Aug 2021 Wei-Chih Huang, Mads Svanborg Peters, Mads Juul Ahlebaek, Mads Toudal Frandsen, René Lynge Eriksen, Bjarke Jørgensen

A novel method, utilizing convolutional neural networks (CNNs), is proposed to reconstruct hyperspectral cubes from computed tomography imaging spectrometer (CTIS) images.

Testing the dark SU(N) Yang-Mills theory Confined Landscape: From the Lattice to Gravitational Waves

no code implementations21 Dec 2020 Wei-Chih Huang, Manuel Reichert, Francesco Sannino, Zhi-Wei Wang

We pave the way for future gravitational-wave detection experiments, such as the Big Bang Observer and DECIGO, to constrain dark sectors made of SU(N) Yang-Mills confined theories.

Gravitational Wave Detection High Energy Physics - Phenomenology High Energy Astrophysical Phenomena General Relativity and Quantum Cosmology High Energy Physics - Lattice High Energy Physics - Theory

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