Single-shot 3D shape reconstruction datasets

If you use the datasets for your research, please cite our papers below in your publication:<br><br>H. Nguyen, Y. Wang, and Z. Wang, “Single-Shot 3D Shape Reconstruction Using Structured Light and Deep Convolutional Neural Networks” <i><b>Sensors </b></i>20(13), 3718, 2020.<br>H. Nguyen, T. Tran, Y. Wang, and Z. Wang, "Three-dimensional Shape Reconstruction from Single-shot Speckle Image Using Deep Convolutional Neural Networks" <b><i>Optics and Lasers in Engineering</i> </b>143, 106639, 2021.<br><br>The datasets include the data and sample code, please email me ([e-mail]) if you have any concerns.<br>

搜集汇总

背景与挑战

背景概述

该数据集专注于单次拍摄3D形状重建，包含用于训练和测试的数据及示例代码，支持基于结构光和深度卷积神经网络的研究。它适用于人工智能、计算机视觉和图像处理等领域，旨在促进高效3D测量和重建技术的发展。