Lei Zhou

Evolving spatio-temporal data machines based on the NeuCube neuromorphic framework: Design methodology and selected applications

Nikola Kasabov, Nathan Scott, Enmei Tu et al. · Neural Networks · 2015 · 181 citations

Engineering, Machine Learning, Data Science +13

Deep multiple instance learning for automatic detection of diabetic retinopathy in retinal images

Lei Zhou, Yu Zhao, Jie Yang et al. · IET Image Processing · 2017 · 104 citations

Convolutional Neural Network, Medical Image Segmentation, Engineering +19

Variational Autoencoder for Low Bit-rate Image Compression

Lei Zhou, Chunlei Cai, Yue Gao et al. · Computer Vision and Pattern Recognition · 2018 · 86 citations

Lossy Compression, Image Analysis, Engineering +5

Improving dense conditional random field for retinal vessel segmentation by discriminative feature learning and thin-vessel enhancement

Lei Zhou, Qi Yu, Xun Xu et al. · Computer Methods and Programs in Biomedicine · 2017 · 75 citations

Discriminative Feature Learning, Image Analysis, Machine Learning +15

Micro-Vessel Image Segmentation Based on the AD-UNet Model

Zhongming Luo, Yu Zhang, Lei Zhou et al. · IEEE Access · 2019 · 53 citations · Full text

Engineering, Retinal Vessel Segmentation, Biomedical Engineering +19