Fairuz Safwan - Academia.edu (original) (raw)

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Papers by Fairuz Safwan

Research paper thumbnail of Learning Pyramidal Feature Hierarchy for 3D Reconstruction

IEICE Transactions on Information and Systems, 2022

Neural network-based three-dimensional (3D) reconstruction methods have produced promising result... more Neural network-based three-dimensional (3D) reconstruction methods have produced promising results. However, they do not pay particular attention to reconstructing detailed parts of objects. This occurs because the network is not designed to capture the fine details of objects. In this paper, we propose a network designed to capture both the coarse and fine details of objects to improve the reconstruction of the fine parts of objects.

Research paper thumbnail of Learning Pyramidal Feature Hierarchy for 3D Reconstruction

IEICE Transactions on Information and Systems, 2022

Neural network-based three-dimensional (3D) reconstruction methods have produced promising result... more Neural network-based three-dimensional (3D) reconstruction methods have produced promising results. However, they do not pay particular attention to reconstructing detailed parts of objects. This occurs because the network is not designed to capture the fine details of objects. In this paper, we propose a network designed to capture both the coarse and fine details of objects to improve the reconstruction of the fine parts of objects.

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