Search Results for author: Man Chen

Found 3 papers, 0 papers with code

Multimodal deep learning for mapping forest dominant height by fusing GEDI with earth observation data

no code implementations20 Nov 2023 Man Chen, Wenquan Dong, Hao Yu, Iain Woodhouse, Casey M. Ryan, Haoyu Liu, Selena Georgiou, Edward T. A. Mitchard

Consequently, we proposed a novel deep learning framework termed the multi-modal attention remote sensing network (MARSNet) to estimate forest dominant height by extrapolating dominant height derived from GEDI, using Setinel-1 data, ALOS-2 PALSAR-2 data, Sentinel-2 optical data and ancillary data.

Earth Observation Multimodal Deep Learning

Automatic Diagnosis of Carotid Atherosclerosis Using a Portable Freehand 3D Ultrasound Imaging System

no code implementations8 Jan 2023 Jiawen Li, Yunqian Huang, Sheng Song, Hongbo Chen, Junni Shi, Duo Xu, Haibin Zhang, Man Chen, Rui Zheng

A total of 127 3D carotid artery scans were acquired using a portable 3D US system which consisted of a handheld US scanner and an electromagnetic tracking system.

3D Reconstruction Specificity

SFPDML: Securer and Faster Privacy-Preserving Distributed Machine Learning based on MKTFHE

no code implementations17 Nov 2022 Hongxiao Wang, Zoe L. Jiang, Yanmin Zhao, Siu-Ming Yiu, Peng Yang, Man Chen, Zejiu Tan, Bohan Jin

Therefore, it is still hard to perform common machine learning such as logistic regression and neural networks in high performance.

Privacy Preserving regression

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