MUSIC (Multi-Spectral Imaging via Computed Tomography)

通过计算机断层扫描 (MUSIC) 进行多光谱成像 (MUSIC) 数据集是一个两部分（2D 和 3D 光谱）开放访问数据集，用于光谱射线照相（X 射线）扫描的高级图像分析、其断层重建和特定材料的检测在这样的扫描中。扫描在大约 20 keV 到 160 keV 的光子能量范围内进行。该数据集包括 - 对于 2D 和 3D 光谱数据 - 校正（例如校准）射线照相投影、它们的断层扫描重建（基于 256 个探测器像素的 37 个投影到每层 100×100 像素 CT 图像）和相应的集合的分割变体。

The Multispectral Imaging via Computed Tomography (MUSIC) dataset is an open-access dataset split into two parts: 2D and 3D spectral data, dedicated to advanced image analysis of spectral radiographic (X-ray) scans, their tomographic reconstruction, and specific material detection in such scans. The scans are performed within a photon energy range of approximately 20 keV to 160 keV. For both 2D and 3D spectral data, the dataset includes corrected (e.g., calibrated) radiographic projections, their tomographic reconstructions (37 projections based on 256 detector pixels, reconstructed into 100×100 pixel CT images per slice), and corresponding segmented variants of these datasets.

搜集汇总

背景与挑战

背景概述

MUSIC数据集是一个开放访问的高光谱成像数据集，用于X射线扫描的高级图像分析和材料检测。它包含2D和3D光谱数据，涵盖20 keV到160 keV的能量范围，并提供校正投影、断层重建及分割变体。