Abstract: Based on the analysis of the current situation of Nanping Village's settlement space, by means of the implicit guiding function of local ancestral temple culture, the visual system of Nanping Village's ancestral temple culture space is optimized from four aspects:visual symbols, landscape sketches, rural activities and identification system, so as to improve the spatial structure of rural settlements, enhance the rural cultural outlook and economic benefits.