Dataset for "Array Camera Image Fusion using Physics-Aware Transformers"

We demonstrate a physics-aware transformer for feature-based data fusion from cameras with diverse resolution, color spaces, focal planes, focal lengths, and exposure. We also demonstrate a scalable solution for synthetic training data generation for the transformer using open-source computer graphics software. We demonstrate image synthesis on arrays with diverse spectral responses, instantaneous field of view and frame rate.

For inquiries regarding the contents of this dataset, please contact the Corresponding Author listed in the README.txt file. Administrative inquiries (e.g., removal requests, trouble downloading, etc.) can be directed to [e-mail]

本项研究展示了针对特征融合的物理感知 Transformer，该模型能够处理来自不同分辨率、色彩空间、焦平面、焦距和曝光度的摄像头数据。此外，我们还提出了一种可扩展的解决方案，利用开源计算机图形软件生成 Transformer 的合成训练数据。我们还展示了在具有不同光谱响应、瞬时视场和帧率的阵列上进行图像合成的实例。有关本数据集内容的咨询，请与 README.txt 文件中列出的通讯作者联系。行政性质的问题（例如，删除请求、下载问题等）可发送至 [e-mail]。