Haofeng Li

Online Alternate Generator Against Adversarial Attacks

2020 · IEEE Transactions on Image Processing

The field of computer vision has witnessed phenomenal progress in recent years partially due to the development of deep convolutional neural networks. However, deep learning models are notoriously sensitive to adversarial examples which are synthesized …

Structure Embedded Nucleus Classification for Histopathology Images

2024 · IEEE Transactions on Medical Imaging

Nuclei classification provides valuable information for histopathology image analysis. However, the large variations in the appearance of different nuclei types cause difficulties in identifying nuclei. Most neural network based methods are affected by the local …