Complex Scene Breaking and Synthesis

Complex Scene Breaking and Synthesis is an advanced task in the field of computer vision that aims to distinguish multiple concepts within a single image using loose segmentation masks and to re-synthesize these concepts or their combinations in different contexts guided by natural language. This method can learn unique representations of each concept, enabling fine-grained understanding and flexible recombination of complex scenes, with broad application value in areas such as image editing, virtual reality, and content creation.