https://terms-en.ai-term-hub.com/zh/tags/imaging/Recent content in Imaging on 中文AI术语词典Hugozh-cnSat, 18 Jul 2026 11:44:45 +0000https://terms-en.ai-term-hub.com/zh/terms/deep_tomographic_reconstruction/Sat, 18 Jul 2026 11:14:03 +0000https://terms-en.ai-term-hub.com/zh/terms/deep_tomographic_reconstruction/<h2 id="definition">Definition</h2> <p>深度层析重建代表了相对于传统代数或解析方法（如滤波反投影）的重大进步。通过利用卷积神经网络（CNNs），该方法能够更有效地处理逆问题，从而在数据质量较低的情况下实现高精度的图像重建。</p> <h3 id="summary">Summary</h3> <p>一种计算成像技术，利用深度神经网络从稀疏或含噪的投影数据中重建高质量断层图像。</p> <h2 id="key-concepts">Key Concepts</h2> <ul> <li>神经网络</li> <li>医学影像</li> <li>逆问题</li> <li>正弦图处理</li> <li>伪影去除</li> </ul> <h2 id="use-cases">Use Cases</h2> <ul> <li>低剂量CT扫描重建</li> <li>快速MRI采集</li> <li>工业无损检测</li> </ul> <h2 id="related-terms">Related Terms</h2> <ul> <li><a href="https://terms-en.ai-term-hub.com/en/terms/%E8%AE%A1%E7%AE%97%E6%9C%BA%E6%96%AD%E5%B1%82%E6%89%AB%E6%8F%8F-computed-tomography/">计算机断层扫描 (Computed Tomography)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/%E7%94%9F%E6%88%90%E5%AF%B9%E6%8A%97%E7%BD%91%E7%BB%9C-generative-adversarial-networks/">生成对抗网络 (Generative Adversarial Networks)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/%E5%9B%BE%E5%83%8F%E5%8E%BB%E5%99%AA-image-denoising/">图像去噪 (Image Denoising)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/%E6%AD%A3%E5%BC%A6%E5%9B%BE-sinogram/">正弦图 (Sinogram)</a></li> </ul>