11 citations · 14 across the 3 of their papers we have counts for
5 papers
BuildMapper: A Fully Learnable Framework for Vectorized Building Contour Extraction
Shiqing Wei, Tao Zhang, Shunping Ji +2
Deep learning based methods have significantly boosted the study of automatic building extraction from remote sensing images. However, delineating vectorized and regular building c…
E2EC: An End-to-End Contour-based Method for High-Quality High-Speed Instance Segmentation
Tao Zhang, Shiqing Wei, Shunping Ji
Contour-based instance segmentation methods have developed rapidly recently but feature rough and hand-crafted front-end contour initialization, which restricts the model performan…
Rational Polynomial Camera Model Warping for Deep Learning Based Satellite Multi-View Stereo Matching
Jian Gao, Jin Liu, Shunping Ji
Satellite multi-view stereo (MVS) imagery is particularly suited for large-scale Earth surface reconstruction. Differing from the perspective camera model (pin-hole model) that is…
Scribble-based Weakly Supervised Deep Learning for Road Surface Extraction from Remote Sensing Images
Yao Wei, Shunping Ji
Road surface extraction from remote sensing images using deep learning methods has achieved good performance, while most of the existing methods are based on fully supervised learn…
A Novel Recurrent Encoder-Decoder Structure for Large-Scale Multi-view Stereo Reconstruction from An Open Aerial Dataset
Jin Liu, Shunping Ji
A great deal of research has demonstrated recently that multi-view stereo (MVS) matching can be solved with deep learning methods. However, these efforts were focused on close-rang…