41 citations · 49 across the 10 of their papers we have counts for
11 papers
An Edge AI System Based on FPGA Platform for Railway Fault Detection
Jiale Li, Yulin Fu, Dongwei Yan +2
As the demands for railway transportation safety increase, traditional methods of rail track inspection no longer meet the needs of modern railway systems. To address the issues of…
A Novel Computing Paradigm for MobileNetV3 using Memristor
Jiale Li, Zhihang Liu, Sean Longyu Ma +2
The increasing computational demands of deep learning models pose significant challenges for edge devices. To address this, we propose a memristor-based circuit design for MobileNe…
Joint Source-Channel Coding System for 6G Communication: Design, Prototype and Future Directions
Xinchao Zhong, Sean Longyu Ma, Hong-fu Chou +3
The goal of semantic communication is to surpass optimal Shannon's criterion regarding a notable problem for future communication which lies in the integration of collaborative eff…
Uncertainty-Aware Deep Co-training for Semi-supervised Medical Image Segmentation
Xu Zheng, Chong Fu, Haoyu Xie +3
Semi-supervised learning has made significant strides in the medical domain since it alleviates the heavy burden of collecting abundant pixel-wise annotated data for semantic segme…
Hardware Architecture of Layered Decoders for PLDPC-Hadamard Codes
Peng W. Zhang, Francis C. M. Lau, Chiu-W. Sham
Protograph-based low-density parity-check Hadamard codes (PLDPC-HCs) are a new type of ultimate-Shannon-limit-approaching codes. In this paper, we propose a hardware architecture f…
Spatially Coupled PLDPC-Hadamard Convolutional Codes
Peng W. Zhang, Francis C. M. Lau, Chiu-W. Sham
We propose a new type of ultimate-Shannon-limit-approaching codes called spatially coupled protograph-based low-density parity-check Hadamard convolutional codes (SC-PLDPCH-CCs), w…
An Embedded Iris Recognition System Optimization using Dynamically ReconfigurableDecoder with LDPC Codes
Longyu Ma, Chiu-Wing Sham, Chun Yan Lo +1
Extracting and analyzing iris textures for biometric recognition has been extensively studied. As the transition of iris recognition from lab technology to nation-scale application…
A More Compact Object Detector Head Network with Feature Enhancement and Relational Reasoning
Wenchao Zhang, Chong Fu, Xiangshi Chang +3
Modeling implicit feature interaction patterns is of significant importance to object detection tasks. However, in the two-stage detectors, due to the excessive use of hand-crafted…
Protograph-Based Low-Density Parity-Check Hadamard Codes
Peng W. Zhang, Francis C. M. Lau, Chiu-W. Sham
In this paper, we propose a new method to design low-density parity-check Hadamard (LDPC-Hadamard) codes, a type of ultimate-Shannon-limit approaching channel codes. The technique…
Joint Object Contour Points and Semantics for Instance Segmentation
Wenchao Zhang, Chong Fu, Mai Zhu
The attributes of object contours has great significance for instance segmentation task. However, most of the current popular deep neural networks do not pay much attention to the…
A 2.0 Gb/s Throughput Decoder for QC-LDPC Convolutional Codes
Chiu-Wing Sham, Xu Chen, Francis C. M. Lau +2
This paper propose a decoder architecture for low-density parity-check convolutional code (LDPCCC). Specifically, the LDPCCC is derived from a quasi-cyclic (QC) LDPC block code. By…