Hyperdimensional Perception and Frontier Security Intelligence Laboratory
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article-journal
CCA-YOLO: Channel and Coordinate Aware-based YOLO for Photovoltaic Cell Defect Detection in Electroluminescence Images
Solar energy is a renewable energy used for urban powergeneration, contributing to sustainable cities. In solar energy generation, it …
Junqi Bao
,
Xiaochen Yuan
,
Qingying Wu
,
Chan-Tong Lam
,
Wei Ke
,
Ping Li
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FEN-MRMGCN: A Frontend-Enhanced Network Based on Multi-Relational Modeling GCN for Bus Arrival Time Prediction
Accurate bus arrival time prediction is crucial for enhancing passenger experience and optimizing smart city transit systems. Existing …
Ting Qiu
,
Chan-Tong Lam
,
Bowie Liu
,
Benjamin K. Ng
,
Xiaochen Yuan
,
Sio Kei Im
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LCCDMamba: Visual State Space Model for Land Cover Change Detection of VHR Remote Sensing Images
Land cover change detection (LCCD) is a crucial research topic for rational planning of land use and facilitation of sustainable land …
Junqing Huang
,
Xiaochen Yuan
,
Chan-Tong Lam
,
Yapeng Wang
,
Min Xia
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LED-Net: A lightweight edge detection network
As a fundamental task in computer vision, edge detection is becoming increasingly vital in many fields. Recently, large-parameter …
Shucheng Ji
,
Xiaochen Yuan
,
Junqi Bao
,
Tong Liu
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PFPS: Polymerized Feature Panoptic Segmentation Based on Fully Convolutional Networks
Panoptic segmentation requires the prediction of a pixel-level mask with a category label in an image. In recent years, panoptic …
Shucheng Ji
,
Xiaochen Yuan
,
Junqi Bao
,
Tong Liu
,
Yang Lian
,
Guoheng Huang
,
Guo Zhong
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TCIA: A Transformer-CNN Model With Illumination Adaptation for Enhancing Cell Image Saliency and Contrast
Inconsistent illumination across imaging instruments poses significant challenges for accurate cell detection and analysis. …
Jietao Yang
,
Guoheng Huang
,
Yanzhang Luo
,
Xiaofeng Zhang
,
Xiaochen Yuan
,
Xuhang Chen
,
Chi-Man Pun
,
Mu-Yan Cai
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The Structure-sharing Hypergraph Reasoning Attention Module for CNNs
Attention mechanisms improve the performance of models by selectively processing relevant information. However, existing attention …
Jingchao Wang
,
Guoheng Huang
,
Xiaochen Yuan
,
Guo Zhong
,
Tongxu Lin
,
Chi-Man Pun
,
Fenfang Xie
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Visual-linguistic Diagnostic Semantic Enhancement for medical report generation
Generative methods are currently popular for medical report generation, as they automatically generate professional reports from input …
Jiahong Chen
,
Guoheng Huang
,
Xiaochen Yuan
,
Guo Zhong
,
Zhe Tan
,
Chi-Man Pun
,
Qi Yang
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A Graph-Based Framework for Traffic Forecasting and Congestion Detection Using Online Images From Multiple Cameras
Many countries across the globe face the serious issue of traffic congestion. This paper presents a low-cost graph-based traffic …
Bowie Liu
,
Chan-Tong Lam
,
Benjamin K. Ng
,
Xiaochen Yuan
,
Sio Kei Im
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A novel blockchain-watermarking mechanism utilizing interplanetary file system and fast walsh hadamard transform
This article proposes a new digital watermarking mechanism based on the Ethereum blockchain, Smart Contract, and Interplanetary File …
Tong Liu
,
Si-Nga Lai
,
Xiaochen Yuan
,
Yue Liu
,
Chan-Tong Lam
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