Post-industrial landscapes serve as crucial markers of industrial cultural heritage. This study focuses on the urban environmental form design of post-industrial civilization. Facing challenges posed by the incompatibility of traditional industrial lands with modern society, the urban renaissance of post-industrial landscapes emerges as a pivotal topic. This article defines the concepts of visual cognition, the cognitive schema, and the post-industrial landscape from the perspective of environmental psychology through literature research, case studies, and on-site investigation methods. It elaborates on the design process of the Shou Gang Industrial Cultural Heritage Site. This study shows how to create a living space that has both historical memory and meets modern needs through steps such as extracting core elements, constructing spatial schema, and promoting scene integration. The study found that, by extracting and integrating the four key visual cognitive elements of humans, objects, paths, and event, a dynamic and interactive living space schema—scene relationship—can be constructed. Finally, by summarizing the overall consciousness of the visual cognitive schema, it further emphasizes the importance of paying attention to the harmony and unity of people, behavior, and environment in the design process and realizing the sustainable utilization and development of space.