Hongyang Zhang

On the Applications of Robust PCA in Image and Video Processing

Thierry Bouwmans, Sajid Javed, Hongyang Zhang et al. · Proceedings of the IEEE · 2018 · 259 citations · Full text

Engineering, Video Processing, Robust Feature +20

Robust latent low rank representation for subspace clustering

Hongyang Zhang, Zhouchen Lin, Chao Zhang et al. · Neurocomputing · 2014 · 73 citations

Engineering, Data Science, Pattern Recognition +3

Automatic segmentation of the femur and tibia bones from X-ray images based on pure dilated residual U-Net

Weihao Shen, Wenbo Xu, Hongyang Zhang et al. · Inverse Problems and Imaging · 2020 · 56 citations

Image Reconstruction, Medical Image Segmentation, Engineering +24

Learning and 1-bit Compressed Sensing under Asymmetric Noise

Pranjal Awasthi, Maria Florina Balcan, Nika Haghtalab et al. · 2016 · 40 citations

Asymmetric Noise, Engineering, Machine Learning +11

Exact Recoverability of Robust PCA via Outlier Pursuit with Tight Recovery Bounds

Hongyang Zhang, Zhouchen Lin, Chao Zhang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2015 · 33 citations · Full text

Engineering, Machine Learning, Data Science +16