449 citations · 716 across the 28 of their papers we have counts for
7 papers · 1 filter
Multi-stage Suture Detection for Robot Assisted Anastomosis based on Deep Learning
Yang Hu, Yun Gu, Jie Yang +1
In robotic surgery, task automation and learning from demonstration combined with human supervision is an emerging trend for many new surgical robot platforms. One such task is aut…
Sparse Data Driven Mesh Deformation
Lin Gao, Yu-Kun Lai, Jie Yang +3
Example-based mesh deformation methods are powerful tools for realistic shape editing. However, existing techniques typically combine all the example deformation modes, which can l…
Mesh-based Autoencoders for Localized Deformation Component Analysis
Qingyang Tan, Lin Gao, Yu-Kun Lai +2
Spatially localized deformation components are very useful for shape analysis and synthesis in 3D geometry processing. Several methods have recently been developed, with an aim to…
Beamspace Channel Estimation in mmWave Systems via Cosparse Image Reconstruction Technique
Jie Yang, Chao-Kai Wen, Shi Jin +1
This paper considers the beamspace channel estimation problem in 3D lens antenna array under a millimeter-wave communication system. We analyze the focusing capability of the 3D le…
Robust Guided Image Filtering
Wei Liu, Xiaogang Chen, Chunhua Shen +3
The process of using one image to guide the filtering process of another one is called Guided Image Filtering (GIF). The main challenge of GIF is the structure inconsistency betwee…
Semi-supervised Learning for Discrete Choice Models
Jie Yang, Sergey Shebalov, Diego Klabjan
We introduce a semi-supervised discrete choice model to calibrate discrete choice models when relatively few requests have both choice sets and stated preferences but the majority…