论文标题
在编码器方案中的潜在空间中的照明估算重新估算的场景估算
Scene relighting with illumination estimation in the latent space on an encoder-decoder scheme
论文作者
论文摘要
在两个图像之间传输照明条件的图像重新任务在摄影，摄影和计算机图形中的潜在应用中提供了一个有趣而困难的挑战。在本报告中，我们提出了我们试图实现该目标的方法。我们的模型在渲染的人造位置的渲染数据集上进行了培训，这些数据集具有不同的场景内容，光源位置和色温。使用此数据集，我们使用了一个具有照明估计组件的网络，旨在推断和替换有关场景的潜在空间表示中的光条件。
The image relighting task of transferring illumination conditions between two images offers an interesting and difficult challenge with potential applications in photography, cinematography and computer graphics. In this report we present methods that we tried to achieve that goal. Our models are trained on a rendered dataset of artificial locations with varied scene content, light source location and color temperature. With this dataset, we used a network with illumination estimation component aiming to infer and replace light conditions in the latent space representation of the concerned scenes.
