79 citations · 86 across the 5 of their papers we have counts for
5 papers
AirwayNet: A Voxel-Connectivity Aware Approach for Accurate Airway Segmentation Using Convolutional Neural Networks
Yulei Qin, Mingjian Chen, Hao Zheng +6
Airway segmentation on CT scans is critical for pulmonary disease diagnosis and endobronchial navigation. Manual extraction of airway requires strenuous efforts due to the complica…
A Regularization Approach for Instance-Based Superset Label Learning
Chen Gong, Tongliang Liu, Yuanyan Tang +3
Different from the traditional supervised learning in which each training example has only one explicit label, superset label learning (SLL) refers to the problem that a training e…
Online PCB Defect Detector On A New PCB Defect Dataset
Sanli Tang, Fan He, Xiaolin Huang +1
Previous works for PCB defect detection based on image difference and image processing techniques have already achieved promising performance. However, they sometimes fall short be…
From Motion Blur to Motion Flow: a Deep Learning Solution for Removing Heterogeneous Motion Blur
Dong Gong, Jie Yang, Lingqiao Liu +5
Removing pixel-wise heterogeneous motion blur is challenging due to the ill-posed nature of the problem. The predominant solution is to estimate the blur kernel by adding a prior,…
4D Cardiac Ultrasound Standard Plane Location by Spatial-Temporal Correlation
Yun Gu, Guang-Zhong Yang, Jie Yang +1
Echocardiography plays an important part in diagnostic aid in cardiac diseases. A critical step in echocardiography-aided diagnosis is to extract the standard planes since they ten…