Viewpoint Control

Viewpoint control in image and video generation aims to precisely manipulate the camera perspective from which a scene is rendered, offering users greater creative control. Current research focuses on integrating 3D scene understanding with 2D diffusion models, leveraging techniques like implicit factorized representations and incorporating camera pose information directly into the generation process to achieve accurate and flexible viewpoint manipulation. This capability is significantly advancing fields like novel view synthesis, text-to-image/video generation, and robotic teleoperation, enabling more realistic and interactive experiences in virtual and augmented reality applications.