SuperMeshing: A New Deep Learning Architecture for Increasing the Mesh Density of Metal Forming Stress Field with Attention Mechanism and Perceptual Features

1 code implementation • 12 Mar 2021 • Qingfeng Xu, Zhenguo Nie, Handing Xu, Haosu Zhou, Xinjun Liu

In stress field analysis, the finite element analysis is a crucial approach, in which the mesh-density has a significant impact on the results.

Artificial Intelligence Enhanced Rapid and Efficient Diagnosis of Mycoplasma Pneumoniae Pneumonia in Children Patients

1 code implementation • 20 Feb 2021 • Chenglin Pan, Kuan Yan, Xiao Liu, Yanjie Chen, Yanyan Luo, Xiaoming Li, Zhenguo Nie, Xinjun Liu

Artificial intelligence methods have been increasingly turning into a potentially powerful tool in the diagnosis and management of diseases.

Feature Importance Management

DS-SLAM: A Semantic Visual SLAM towards Dynamic Environments

2 code implementations • 22 Sep 2018 • Chao Yu, Zuxin Liu, Xinjun Liu, Fugui Xie, Yi Yang, Qi Wei, Qiao Fei

It is one of the state-of-the-art SLAM systems in high-dynamic environments.

Robotics