Associations between Street-View Perceptions and Housing Prices: Subjective vs. Objective Measures Using Computer Vision and Machine Learning Techniques

Associations between Street-View Perceptions and Housing Prices: Subjective vs. Objective Measures Using Computer Vision and Machine Learning Techniques

This study investigated the extent to which subjectively and objectively measured street-level perceptions complement or conflict with each other in explaining property value. Street-scene perceptions can be subjectively assessed from self-reported survey questions, or objectively quantified from la...

Full description

Bibliographic Details
Main Authors: Xiang Xu, Waishan Qiu, Wenjing Li, Xun Liu, Ziye Zhang, Xiaojiang Li, Dan Luo
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Remote Sensing
Subjects:
street view image
subjective and objective perceptions
housing prices
machine learning
computer vision
Online Access:https://www.mdpi.com/2072-4292/14/4/891

Internet

https://www.mdpi.com/2072-4292/14/4/891

Similar Items