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检索条件"机构=School of Software Engineering and Data Communications QUT"
100 条 记 录,以下是1-10 订阅
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Watch You under Low-Resolution and Low-Illumination: Face Enhancement via Bi-Factor Degradation Decoupling
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IEEE Transactions on Circuits and Systems for Video Technology 2024年 第5期34卷 3481-3495页
作者: Ding, Xin Wang, Zheng Fang, Jing Shu, Zhenyu Hu, Ruimin Lin, Chia-Wen NingboTech University School of Computer and Data Engineering Ningbo315100 China Wuhan University National Engineering Research Center for Multimedia Software School of Computer Wuhan430072 China National Tsing Hua University Department of Electrical Engineering The Institute of Communications Engineering Hsinchu300044 Taiwan
Face enhancement aims to improve low-quality face images to a higher-quality level. However, in real-world nighttime scenes, complex degradation factors often affect these images, making it challenging to preserve imp... 详细信息
来源: 评论
A Tutorial on Federated Learning from Theory to Practice:Foundations,software Frameworks,Exemplary Use Cases,and Selected Trends
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IEEE/CAA Journal of Automatica Sinica 2024年 第4期11卷 824-850页
作者: M.Victoria Luzón Nuria Rodríguez-Barroso Alberto Argente-Garrido Daniel Jiménez-López Jose M.Moyano Javier Del Ser Weiping Ding Francisco Herrera Department of Software Engineering Andalusian Research Institute in Data Science and Computational Intelligence(DaSCI)University of GranadaGranada 18071Spain Department of Computer Science and Artificial Intelligence Andalusian Research Institute in Data Science and Computational Intelligence(DaSCI)University of GranadaGranada 18071Spain Department of Communications Engineering University of the Basque Country(UPV/EHU)and also with TECNALIABasque Research&Technology Alliance(BRTA)Spain School of Information Science and Technology Nantong UniversityNantong 226019China
When data privacy is imposed as a necessity,Federated learning(FL)emerges as a relevant artificial intelligence field for developing machine learning(ML)models in a distributed and decentralized *** allows ML models t... 详细信息
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Design of PMCW Millimeter Wave Radar Algorithms on an Embedded DSP  16
Design of PMCW Millimeter Wave Radar Algorithms on an Embedd...
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16th International Conference on Signal Processing Systems, ICSPS 2024
作者: Zhao, Jinghao Liu, Qiuming Tan, Bin School of Software engineering Jiangxi University of Science and Technology Nanchang China Nanchang Key laboratory of Virtual Digital Factory and Cultural Communications Nanchang China Jiangxi Provincial Key Laboratory of Electronic Data Control and Forensics China School of Electronics and Information Engineering Jinggangshan University Ji’an China
The rapid advancements in autonomous driving technology necessitate the extensive deployment of automotive radars operating within the 77-81 GHz millimeter-wave band in the forthcoming years. In contrast to earlier Fr... 详细信息
来源: 评论
Gray-scale transformation for traffic classification: leveraging local and global features in flow data  3
Gray-scale transformation for traffic classification: levera...
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3rd International Conference on Electronic Information engineering, Big data, and Computer Technology, EIBDCT 2024
作者: Xia, Yuchao Xue, Mutian Li, Wei Network and Data Security Key Laboratory of Sichuan Province School of Information and Software Engineering University of Electronic Science and Technology of China Chengdu China University of Electronic Science and Technology of China Chengdu China Sichuan University of Media and Communications Chengdu China
The rapid expansion and diversification of internet traffic pose a pressing demand for accurate classification of diverse application streams in network management and security monitoring. This paper introduces a deep... 详细信息
来源: 评论
XRL-SHAP-Cache:an explainable reinforcement learning approach for intelligent edge service caching in content delivery networks
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Science China(Information Sciences) 2024年 第7期67卷 46-71页
作者: Xiaolong XU Fan WU Muhammad BILAL Xiaoyu XIA Wanchun DOU Lina YAO Weiyi ZHONG School of Software Nanjing University of Information Science and Technology School of Computing and Communications Lancaster University School of Computing Technologies Royal Melbourne Institute of Technology State Key Laboratory for Novel Software Technology Nanjing University School of Computer Science and Engineering University of New South Wales Data 61 Commonwealth Scientific and Industrial Research Organization School of Computer Science Qufu Normal University
Content delivery networks(CDNs) play a pivotal role in the modern internet infrastructure by enabling efficient content delivery across diverse geographical regions. As an essential component of CDNs, the edge caching... 详细信息
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A spectrum-enhanced attention model for semantic segmentation of remote sensing images
A spectrum-enhanced attention model for semantic segmentatio...
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2025 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2025
作者: Li, Xin Xu, Feng Tao, Feifei Tong, Yao Lyu, Xin Zhong, Jianyi Kaup, André College of Computer Science and Software Engineering Hohai University Nanjing China Key Laboratory of Water Big Data Technology Ministry of Water Resources Hohai University Nanjing China School of Computer Engineering Jiangsu Ocean University Lianyungang China School of Artificial Intelligence and Information Technology Nanjing University of Chinese Medicine Nanjing China Multimedia Communications and Signal Processing Friedrich-Alexander University Erlangen-Nuremberg Erlangen Germany
Semantic segmentation of remote sensing images (RSIs) is essential for applications such as environmental monitoring, urban planning, and disaster management. Convolutional Neural Networks (CNNs) and their variants st... 详细信息
来源: 评论
TOWARDS FAITHFUL XAI EVALUATION VIA GENERALIZATION-LIMITED BACKDOOR WATERMARK  12
TOWARDS FAITHFUL XAI EVALUATION VIA GENERALIZATION-LIMITED B...
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12th International Conference on Learning Representations, ICLR 2024
作者: Ya, Mengxi Li, Yiming Dai, Tao Wang, Bin Jiang, Yong Xia, Shu-Tao Tsinghua Shenzhen International Graduate School Tsinghua University Shenzhen China The State Key Laboratory of Blockchain and Data Security Zhejiang University China ZJU-Hangzhou Global Scientific and Technological Innovation Center China College of Computer Science and Software Engineering Shenzhen University China Guangzhou Intelligence Communications Technology Co. Ltd. China
Saliency-based representation visualization (SRV) (e.g., Grad-CAM) is one of the most classical and widely adopted explainable artificial intelligence (XAI) methods for its simplicity and efficiency. It can be used to... 详细信息
来源: 评论
An Optimal Network Coverage-oriented Operators Network Automatic Planning Strategy  5
An Optimal Network Coverage-oriented Operators Network Autom...
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5th International Conference on Pattern Recognition and Artificial Intelligence, PRAI 2022
作者: Gou, Haosong Su, Ling Zhang, Gaoyi Huang, Wei Yang, Yang Rao, Yunbo China Mobile Communications Group Sichuan Co. Ltd. Chengdu China Chengdu Aerospace Science and Industry Big Data Research Institute Co. Ltd. Chengdu China University of Electronic Science and Technology of China School of Information and Software Engineering China
With the constant expansion of the scale of the operators' network, the difficulty of network planning is also significantly increased. The traditional way of manual network planning highly depends on engineers... 详细信息
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Antenna Pattern Design in Frequency Selective Channels
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IEEE Wireless communications Letters 2025年
作者: Zhang, Cuicui Wang, Shuo Chen, Xin Zhang, Ming Wang, Kewei Zheng, Tong-Xing Zhang, Anxue Xi’an Jiaotong University School of Information and Communications Engineering Shanxi Xi’an710049 China Autonavi Software Co. Ltd Beijing100102 China Purple Mountain Laboratories Nanjing211111 China National Key Laboratory of Multi-domain Data Collaborative Processing and Control Xi’an710068 China
Antenna configuration plays a critical role in improving channel capacity through optimized antenna spacing, radiation patterns, and coupling. While previous works have explored antenna pattern design for flat fading ... 详细信息
来源: 评论
Irregularly sampled seismic data interpolation via wavelet-based convolutional block attention deep learning
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Artificial Intelligence in Geosciences 2022年 第1期3卷 192-202页
作者: Yihuai Lou Lukun Wu Lin Liu Kai Yu Naihao Liu Zhiguo Wang Wei Wang Center for Hypergravity Experimental and Interdisciplinary Research Zhejiang UniversityHangzhouZhejiang 310058China MOE Key Laboratory of Soft Soils and Geoenvironmental Engineering College of Civil Engineering and ArchitectureZhejiang UniversityHangzhouZhejiang 310058China School of Software Engineering Xi’an Jiaotong UniversityXi’anShaanxi 710049China Petrochina CBM Company Limited Beijing 100028China Capiticalonline Data Service Co. LTDBeijing 100012China School of Information and Communications Engineering Xi’an Jiaotong UniversityXi’anShaanxi 710049China School of Mathematics and Statistics Xi’an Jiaotong UniversityXi’anShaanxi 710049China PowerChina Huadong Engineering Corporation Limited HangzhouZhejiang 310014China
Seismic data interpolation,especially irregularly sampled data interpolation,is a critical task for seismic processing and subsequent ***,with the development of machine learning and deep learning,convolutional neural... 详细信息
来源: 评论