Object Synthesis

Object synthesis focuses on generating novel 3D objects and scenes computationally, aiming to create realistic and controllable outputs from various inputs like text, images, or even hand poses. Current research heavily utilizes diffusion models, often adapted from 2D image generation to handle the complexities of 3D data, and explores techniques like multi-view consistency and disentanglement of geometry and texture to improve quality and efficiency. These advancements are significant for fields like computer graphics, robotics, and virtual/augmented reality, enabling more realistic simulations, improved object manipulation in robotics, and enhanced content creation for immersive experiences.