An estimation method for multidimensional urban street walkability based on panoramic semantic segmentation and domain adaptation

Jiaxuan Li, Xuan Zhang, Linyu Li, Xu Wang, Jing Cheng, Chen Gao, Jun Ling

Abstract: Highlights•A multidimensional urban walkability framework is proposed to integrate various data sources and analysis techniques.•TDDPassNet is introduced to handle panoramic image distortions, achieving superior panoramic semantic segmentation.•Created an unsupervised domain adaptive method for panoramic image annotation.