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The protection and renewal of traditional residential buildings help to enhance the functionality and adaptability of the buildings, pass on the traditional architectural culture, promote the sustainable development of traditional buildings, and contribute to rural revitalization. This article proposes some practical strategies for the protection and renovation of traditional residential buildings, and elaborates in detail on the long-term development of the reconstruction and renovation of traditional Yi ethnic villages’ residential buildings in Damoyu Village, Kunming City and Dabudong Village, Luoping County. It can provide methodological references for the renovation and reuse of traditional residential buildings.

Based on a survey of college students in Shaanxi Province, this study found that there are significant gender differences in the influence of adolescent personality on social media engagement. In terms of behavioral engagement, male extraversion personality traits have a significant predictive effect on behavioral engagement. Extraversion personality has no significant influence on behavior engagement. Therefore, the influence of adolescents’ use of social media on individual growth and mental health development should consider gender differences.

SIFT algorithm is the most efficient and powerful algorithm to describe the features of images and it has been applied in many fields. In this paper, we propose an optimized method to realize the hardware implementation of the SIFT algorithm. We mainly discuss the structure of Data Generation here. A pipeline architecture is introduced to accelerate this optimized system. Parameters’ setting and approximation’s controlling in different image qualities and hardware resources are the focus of this paper. The results of experiments fully prove that this structure is real-time and effective, and provide consultative opinion to meet the different situations.