Yang Liu

A survey and performance evaluation of deep learning methods for small object detection

Yang Liu, Peng Sun, Nickolas M. Wergeles et al. · Expert Systems with Applications · 2021 · 581 citations

Small Object Detection, Convolutional Neural Network, Image Classification +10

Rethinking Dice Loss for Medical Image Segmentation

Rongjian Zhao, Buyue Qian, Xianli Zhang et al. · 2020 · 190 citations

Convolutional Neural Network, Medical Image Segmentation, Engineering +22

Two-Step Quantization for Low-bit Neural Networks

Peisong Wang, Qinghao Hu, Yifan Zhang et al. · 2018 · 138 citations

Engineering, Quantum Computing, Machine Learning +8

Centered Weight Normalization in Accelerating Training of Deep Neural Networks

Lei Huang, Xianglong Liu, Yang Liu et al. · 2017 · 75 citations

Artificial Intelligence, Geometric Learning, Convolutional Neural Network +18

Infrared Image Detection of Substation Insulators Using an Improved Fusion Single Shot Multibox Detector

Hanbo Zheng, Yonghui Sun, Xinghua Liu et al. · IEEE Transactions on Power Delivery · 2020 · 72 citations

Substation Insulators, Electrical Engineering, Substation Insulators Using +15