no code implementations • 6 Dec 2023 • Hongyu Huang, Guoji Tian, Chongcheng Chen
In this study, based on tree images collected by various cameras in different ways, the Neural Radiance Fields (NeRF) method was used for individual tree reconstruction and the exported point cloud models are compared with point cloud derived from photogrammetric reconstruction and laser scanning methods.
no code implementations • 27 Dec 2022 • Zhenming Yu, Hongyu Huang, Liming Cheng, Wei zhang, Yueqiu Mu, Kun Xu
The current optical communication systems minimize bit or symbol errors without considering the semantic meaning behind digital bits, thus transmitting a lot of unnecessary information.
no code implementations • 20 Nov 2021 • Liling Zhang, Xinyu Lei, Yichun Shi, Hongyu Huang, Chao Chen
Federated Learning (FL) enables a group of clients to jointly train a machine learning model with the help of a centralized server.
no code implementations • 28 Oct 2019 • Jiexiang Wang, Hongyu Huang, Chaoqi Chen, Wenao Ma, Yue Huang, Xinghao Ding
Automatic and accurate segmentation of the ventricles and myocardium from multi-sequence cardiac MRI (CMR) is crucial for the diagnosis and treatment management for patients suffering from myocardial infarction (MI).