Object Level Editing

Object-level editing focuses on manipulating specific objects within images and videos, offering fine-grained control beyond global style changes. Current research utilizes diffusion models, often enhanced with attention mechanisms for temporal consistency in videos, and explores techniques like point-based interaction and semantic distillation for precise manipulation and efficient editing of even small objects. This field is significant for advancing image and video editing capabilities, impacting applications ranging from interactive content creation to efficient scene manipulation in virtual and augmented reality.