This paper is to study the design transformation path of the wilderness beauty in the visual guidance of suburb gardens, and improve the aesthetic compatibility between the visual guidance system and the country garden space. Through the analysis of the imagery composition of the wilderness beauty, the natural interest based on environmental attributes and the interest of the visitors based on interactive behaviors are integrated into the design context of the visual guidence system. And through the current situation research and case analysis, the limitations of the current garden guidance are sorted out, combined with the principle of transparency, regional context, poetic imagery and wilderness interactive behavior, the inner logic of the wild beauty of suburb gardens is explored and a visual guide design strategy suitable for showing the wilderness beauty of country gardens is proposed. The sensory images of wilderness beauty can be transformed into a triple context in the design of the visual guidance system of suburb gardens. The hidden context of wilderness interest focuses on the visual composition that is ingeniously caused by borrowing, the contextual context of wilderness interest focuses on the integration of context tracing and metaphysics, and the context of wilderness interest focuses on the interaction of interest and situational perception. Validate The feasibility of the strategy is verified through the design of the "Xijiachi" visual guidance system.