With the rapid development of the city, college students are facing increasing pressure from academic, employment, and interpersonal relationships, and the restorative benefits of campus green space are concerned. The restorative benefits of the environment is based on multi-sensory experience, but existing researchs often base on single sensory, lack of sensory interaction research. In order to explore the influence of campus green landscape on human physiological (heart rate, blood pressure) and psychological (attention, emotion, satisfaction) state in autumn, the visual and olfactory interaction perception experiment was carried out by using PPT formed by 20 visual landscape pictures in autumn as visual materials and three common odors (Zoysia matrella, Osmanthus fragrans Lutea Group, and Ginkgo biloba) as olfactory materials, explore the perception and evaluation of the three odors, their impact on the resilience of green space, and the relationship between the impact and the visual landscape characteristics. The results showed that: (1) The odors of Z. matrella, O. fragrans, and Ginkgo biloba were evaluated as neutral, positive, and negative respectively. (2) The Z. matrella odor could improve the ability of green space to reduce heart rate and improve people’s satisfaction with green space, and the three odors could improve the ability of green space to reduce pulse pressure but weaken the ability to improve attention and reduce emotional confusion.(3) The effect of Z. Matrella and O. fragrans odors on landscape satisfaction was negatively correlated with the visual quality of the landscape. Based on the results, some suggestions on the design and management of the visual and olfactory landscape in campus green space were put forward in order to provide some reference for the construction of a healthy and supportive campus environment.