Wangpeng An

Detecting non-hardhat-use by a deep learning method from far-field surveillance videos

Fang Qi, Heng Li, Xiaochun Luo et al. · Automation in Construction · 2017 · 536 citations

Computing, Computer Science, Computer Vision +11

A deep learning-based method for detecting non-certified work on construction sites

Fang Qi, Heng Li, Xiaochun Luo et al. · Advanced Engineering Informatics · 2018 · 157 citations

Architecture, Civil Engineering, Construction Management +14

Sparse, collaborative, or nonnegative representation: Which helps pattern classification?

Jun Xu, Wangpeng An, Lei Zhang · Pattern Recognition · 2018 · 148 citations

Computing, Computer Science, Data Science +11

A PID Controller Approach for Stochastic Optimization of Deep Networks

Wangpeng An, Haoqian Wang, Qingyun Sun et al. · 2018 · 124 citations · Full text

Computing, Computer Science, Artificial Intelligence +14

PID Controller-Based Stochastic Optimization Acceleration for Deep Neural Networks

Haoqian Wang, Yi Luo, Wangpeng An et al. · IEEE Transactions on Neural Networks and Learning Systems · 2020 · 84 citations

Computing, Computer Science, Artificial Intelligence +16