What is it about?
Emotions can reflect our evaluation of something good or bad. When we walk into a park, we will see all kinds of scenes, which are transmitted to the brain. After cognition and evaluation, we will have a direct physiological response to it. These reactions are combined to be emotional valence. The classification model based on these two variables can be used to evaluate the visual quality of the public park.
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Photo by Frank Eiffert on Unsplash
Why is it important?
This model can be operated easily in practice, and can provide decision support for park construction and transformation.
Perspectives
The application of machine learning in the evaluation of park environment is the future direction, which can avoid personal contingency and subjective evaluation.
Ruixuan Li
Dalian Polytechnic University
Read the Original
This page is a summary of: Exploring the Model of Park Visual Quality Evaluation Using Image Analysis and Machine Learning, October 2021, ACM (Association for Computing Machinery),
DOI: 10.1145/3501409.3501471.
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