Search Results for author: Xiang Xie

Found 7 papers, 2 papers with code

LightSleepNet: Design of a Personalized Portable Sleep Staging System Based on Single-Channel EEG

no code implementations24 Jan 2024 Yiqiao Liao, Chao Zhang, Milin Zhang, Zhihua Wang, Xiang Xie

This paper proposed LightSleepNet - a light-weight, 1-d Convolutional Neural Network (CNN) based personalized architecture for real-time sleep staging, which can be implemented on various mobile platforms with limited hardware resources.

EEG Sleep Staging +1

Multi-Channel Multi-Domain based Knowledge Distillation Algorithm for Sleep Staging with Single-Channel EEG

no code implementations7 Jan 2024 Chao Zhang, Yiqiao Liao, Siqi Han, Milin Zhang, Zhihua Wang, Xiang Xie

The proposed algorithm achieves a state-of-the-art single-channel sleep staging accuracy of 86. 5%, with only 0. 6% deterioration from the state-of-the-art multi-channel model.

EEG Knowledge Distillation +1

MLN-net: A multi-source medical image segmentation method for clustered microcalcifications using multiple layer normalization

1 code implementation6 Sep 2023 Ke Wang, Zanting Ye, Xiang Xie, Haidong Cui, Tao Chen, Banteng Liu

Extensive experiments validate the effectiveness of MLN-net in segmenting clustered microcalcifications from different domains and the its segmentation accuracy surpasses state-of-the-art methods.

Image Augmentation Image Segmentation +3

Data Management for Building Information Modelling in a Real-Time Adaptive City Platform

no code implementations8 Mar 2021 Justas Brazauskas, Rohit Verma, Vadim Safronov, Matthew Danish, Jorge Merino, Xiang Xie, Ian Lewis, Richard Mortier

Legacy Building Information Modelling (BIM) systems are not designed to process the high-volume, high-velocity data emitted by in-building Internet-of-Things (IoT) sensors.

Human-Computer Interaction

Learning Singing From Speech

no code implementations20 Dec 2019 Liqiang Zhang, Chengzhu Yu, Heng Lu, Chao Weng, Yusong Wu, Xiang Xie, Zijin Li, Dong Yu

The proposed algorithm first integrate speech and singing synthesis into a unified framework, and learns universal speaker embeddings that are shareable between speech and singing synthesis tasks.

Speech Synthesis Voice Conversion

2D Reconstruction of Small Intestine's Interior Wall

no code implementations15 Mar 2018 Rahman Attar, Xiang Xie, Zhihua Wang, Shigang Yue

The proposed new wireless endoscopic image stitching method consists of two main steps to improve the accuracy and efficiency of image registration.

Image Registration Image Stitching

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