Prediction of Urban Street Public Space Art Design Indicators Based on Deep Convolutional Neural Network
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/5508623
Abstract: This paper analyzes and studies the structure and parameters of the VGGNet network model and selects the most commonly used and efficient VGG-16 as the prototype of the improved model. A multiscale sampling layer is… read more here.
Keywords: urban street; street space; density; quality ... See more keywords
Constructing the Quality Measurement Model of Street Space and Its Application in the Old Town in Wuhan
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Public Health"
DOI: 10.3389/fpubh.2022.816317
Abstract: The quality of street space is the comprehensive suitability evaluation from the objective physical environments and the subjective pedestrian perception. Since the existing quality measurement models of street space do not consider both subjective and… read more here.
Keywords: model; street space; quality; measurement model ... See more keywords
The Impact of Street Space Perception Factors on Elderly Health in High-Density Cities in Macau—Analysis Based on Street View Images and Deep Learning Technology
Sign Up to like & getrecommendations! Published in 2020 at "Sustainability"
DOI: 10.3390/su12051799
Abstract: The urban space environment has been proven to be related to the health of the elderly. However, as a high-density city, Macau’s limited urban space must cope with the growing population and the arrival of… read more here.
Keywords: street space; street view; space; street ... See more keywords