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20112026
most citedSupervised Learning of Semantics-Preserving Hash via Deep Convolutional Neural Networks

325 citations

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10 papers · 1 filter

eess.SP2025★ 12 cited

NGGAN: Noise Generation GAN Based on the Practical Measurement Dataset for Narrowband Powerline Communications

Ying-Ren Chien, Po-Heng Chou, You-Jie Peng +3

To effectively process impulse noise for narrowband powerline communications (NB-PLCs) transceivers, capturing comprehensive statistics of nonperiodic asynchronous impulsive noise…

eess.SP2025★ 4 cited

Green Learning for STAR-RIS mmWave Systems with Implicit CSI

Yu-Hsiang Huang, Po-Heng Chou, Wan-Jen Huang +2

In this paper, a green learning (GL)-based precoding framework is proposed for simultaneously transmitting and reflecting reconfigurable intelligent surface (STAR-RIS)-aided millim…

eess.SP2025★ 2 cited

DNN-Based Precoding in RIS-Aided mmWave MIMO Systems With Practical Phase Shift

Po-Heng Chou, Ching-Wen Chen, Wan-Jen Huang +3

In this paper, the precoding design is investigated for maximizing the throughput of millimeter wave (mmWave) multiple-input multiple-output (MIMO) systems with obstructed direct c…

eess.SP2024★ 7 cited

SDEMG: Score-based Diffusion Model for Surface Electromyographic Signal Denoising

Yu-Tung Liu, Kuan-Chen Wang, Kai-Chun Liu +2

Surface electromyography (sEMG) recordings can be influenced by electrocardiogram (ECG) signals when the muscle being monitored is close to the heart. Several existing methods use…

eess.SP2021★ 8 cited

Instrumented shoulder functional assessment using inertial measurement units for frozen shoulder

Ting-Yang Lu, Kai-Chun Liu, Chia-Yeh Hsieh +3

Frozen shoulder (FS) is a shoulder condition that leads to pain and loss of shoulder range of motion. FS patients have difficulties in independently performing daily activities. In…

eess.SP2020★ 56 cited

SRECG: ECG Signal Super-resolution Framework for Portable/Wearable Devices in Cardiac Arrhythmias Classification

Tsai-Min Chen, Yuan-Hong Tsai, Huan-Hsin Tseng +6

A combination of cloud-based deep learning (DL) algorithms with portable/wearable (P/W) devices has been developed as a smart heath care system to support automatic cardiac arrhyth…