ComplexFace: a Multi-Representation Approach for Image Classification with Small Dataset

no code implementations • 21 Feb 2019 • Guiying Zhang, Yuxin Cui, Yong Zhao, Jianjun Hu

State-of-the-art face recognition algorithms are able to achieve good performance when sufficient training images are provided.

Data Augmentation Face Recognition +2

A Deep Learning Algorithm for One-step Contour Aware Nuclei Segmentation of Histopathological Images

no code implementations • 7 Mar 2018 • Yuxin Cui, Guiying Zhang, Zhonghao Liu, Zheng Xiong, Jianjun Hu

A nucleus-boundary model is introduced to predict nuclei and their boundaries simultaneously using a fully convolutional neural network.

Data Augmentation Segmentation +1