Publications (7)
Attentional Ptycho-Tomography (APT) for three-dimensional nanoscale X-ray imaging with minimal data acquisition and computation time
Iksung Kang, Ziling Wu, Yi Jiang +5
Noninvasive X-ray imaging of nanoscale three-dimensional objects, e.g. integrated circuits (ICs), generally requires two types of scanning: ptychographic, which is translational an…
Ensemble Foreground Management for Unsupervised Object Discovery
Ziling Wu, Armaghan Moemeni, Praminda Caleb-Solly
Unsupervised object discovery (UOD) aims to detect and segment objects in 2D images without handcrafted annotations. Recent progress in self-supervised representation learning has…
Deep Learning-based Low-dose Tomography Reconstruction with Hybrid-dose Measurements
Ziling Wu, Tekin Bicer, Zhengchun Liu +3
Synchrotron-based X-ray computed tomography is widely used for investigating inner structures of specimens at high spatial resolutions. However, potential beam damage to samples of…
AMD-DBSCAN: An Adaptive Multi-density DBSCAN for datasets of extremely variable density
Ziqing Wang, Zhirong Ye, Yuyang Du +4
DBSCAN has been widely used in density-based clustering algorithms. However, with the increasing demand for Multi-density clustering, previous traditional DSBCAN can not have good…
Robust X-ray Sparse-view Phase Tomography via Hierarchical Synthesis Convolutional Neural Networks
Ziling Wu, Abdulaziz Alorf, Ting Yang +2
Convolutional Neural Networks (CNN) based image reconstruction methods have been intensely used for X-ray computed tomography (CT) reconstruction applications. Despite great succes…
xSCYTE: Express Single-frame Cytometer through Tomographic Phase
Baoliang Ge, Yanping He, Mo Deng +13
Rapid, comprehensive, and accurate cell phenotyping without compromising viability, is crucial to many important biomedical applications, including stem-cell therapy, drug screenin…
CRATOS: Cognition of Reliable Algorithm for Time-series Optimal Solution
Ziling Wu, Ping Liu, Zheng Hu +2
Anomaly detection of time series plays an important role in reliability systems engineering. However, in practical application, there is no precisely defined boundary between norma…