Semantic Segmentation for Urban Planning Maps based on U-Net

no code implementations • 28 Sep 2018 • Zhiling Guo, Hiroaki Shengoku, Guangming Wu, Qi Chen, Wei Yuan, Xiaodan Shi, Xiaowei Shao, Yongwei Xu, Ryosuke Shibasaki

The results indicate the proposed method can serve as a viable tool for urban planning map semantic segmentation task with high accuracy and efficiency.

Segmentation Semantic Segmentation

When 3D Reconstruction Meets Ubiquitous RGB-D Images

no code implementations • CVPR 2014 • Quanshi Zhang, Xuan Song, Xiaowei Shao, Huijing Zhao, Ryosuke Shibasaki

3D reconstruction from a single image is a classical problem in computer vision.

3D Reconstruction

Attributed Graph Mining and Matching: An Attempt to Define and Extract Soft Attributed Patterns

no code implementations • CVPR 2014 • Quanshi Zhang, Xuan Song, Xiaowei Shao, Huijing Zhao, Ryosuke Shibasaki

Graph matching and graph mining are two typical areas in artificial intelligence.

Graph Matching Graph Mining

Category Modeling from Just a Single Labeling: Use Depth Information to Guide the Learning of 2D Models

no code implementations • CVPR 2013 • Quanshi Zhang, Xuan Song, Xiaowei Shao, Ryosuke Shibasaki, Huijing Zhao

We design a graphical model that uses object edges to represent object structures, and this paper aims to incrementally learn this category model from one labeled object and a number of casually captured scenes.

Object object-detection +1