Search Results for author: Trung-Hieu Tran

Found 5 papers, 2 papers with code

A GPU-Accelerated Light-field Super-resolution Framework Based on Mixed Noise Model and Weighted Regularization

no code implementations9 Jun 2022 Trung-Hieu Tran, Kaicong Sun, Sven Simon

The experimental results show that our approach achieves better reconstruction quality under severe mixed-noise conditions as compared to the state-of-the-art approaches.

Super-Resolution

3DVSR: 3D EPI Volume-based Approach for Angular and Spatial Light field Image Super-resolution

no code implementations4 Jan 2022 Trung-Hieu Tran, Jan Berberich, Sven Simon

Light field (LF) imaging, which captures both spatial and angular information of a scene, is undoubtedly beneficial to numerous applications.

Image Super-Resolution

FL-MISR: Fast Large-Scale Multi-Image Super-Resolution for Computed Tomography Based on Multi-GPU Acceleration

no code implementations9 Aug 2021 Kaicong Sun, Trung-Hieu Tran, Jajnabalkya Guhathakurta, Sven Simon

Multi-image super-resolution (MISR) usually outperforms single-image super-resolution (SISR) under a proper inter-image alignment by explicitly exploiting the inter-image correlation.

Computed Tomography (CT) Distributed Optimization +1

Leveraging Transfer Learning for Reliable Intelligence Identification on Vietnamese SNSs (ReINTEL)

1 code implementation10 Dec 2020 Trung-Hieu Tran, Long Phan, Truong-Son Nguyen, Tien-Huy Nguyen

This paper proposed several transformer-based approaches for Reliable Intelligence Identification on Vietnamese social network sites at VLSP 2020 evaluation campaign.

Reliable Intelligence Identification Transfer Learning

Variational Disparity Estimation Framework for Plenoptic Image

1 code implementation18 Apr 2018 Trung-Hieu Tran, Zhe Wang, Sven Simon

This paper presents a computational framework for accurately estimating the disparity map of plenoptic images.

Disparity Estimation

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