Abstract
The quality of outdoor visual landscape of large-scale commercial buildings in winter cities needs to be improved urgently, and residents’ evaluation opinions are the important basis for countermeasures. In this paper, visual landscape images of large-scale commercial buildings were collected and were analyzed by Segnet decoder to obtain the proportion of each image. A questionnaire survey was also conducted on the satisfaction of residents' visual landscape based on greening, neatness, building
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