Novel View Synthesis for Large-scale Scene using Adversarial Loss

Understand

Novel view synthesis aims to synthesize new images from different viewpoints of given images.

• Most of previous works focus on generating novel views of certain objects with a fixed background.
• However, for some applications, such as virtual reality or robotic manipulations, large changes in background may occur due to the egomotion of the camera.
• Generated images of a large-scale environment from novel views may be distorted if the structure of the environment is not considered.