Neural-Implicit Representations for 3D Shapes and Scenes

Tracing the progress of deep learning-based solutions to computer graphics tasks

The field of computer graphics has flourished in recent years alongside deep learning, with several contributions that have had a major impact on the field. Computer graphics tackles the problem of creating images with a computer. While it might sound simple, it is certainly a complex task to create physically correct and realistic images. To do so, one needs to understand how to represent 3D scenes, which typically …

3d computer graphics computer vision deep-dives deep learning neural networks