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检索条件"机构=Center for Intelligent Multidimensional Data Analysis and Department of Electrical Engineering"
61 条 记 录,以下是31-40 订阅
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Performance analysis for a degrading system with Markov model  32nd
Performance analysis for a degrading system with Markov mode...
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32nd European Safety and Reliability Conference, ESREL 2022
作者: Zhang, Aibo Wu, Zhiying Wang, Yukun Xie, Min Center for Intelligent Multidimensional Data Analysis Hong Kong Science Park Shatin Hong Kong Department of Advanced Design and Systems Engineering City University of Hong Kong Hong Kong Centre for Artificial Intelligence and Robotics Hong Kong Institute of Science and Innovation Chinese Academy of Sciences Hong Kong School of Economics and Management Tianjin Chengjian University Tianjin300384 China
Most mechanical engineering systems experience deterioration due to several practical factors such as aging, usage etc. This results in the degradation of its performance. Although the deterioration is continuous in n... 详细信息
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Star Topology Convolution for Graph Representation Learning
TechRxiv
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TechRxiv 2020年
作者: Wu, Chong Feng, Zhenan Zheng, Jiangbin Zhang, Houwang Cao, Jiawang Yan, Hong Department of Electrical Engineering Centre for Intelligent Multidimensional Data Analysis City University of Hong Kong Kowloon Hong Kong School of Engineering Westlake University Hangzhou310024 China Academy of Engineering & Technology Fudan University Shanghai200433 China
We present a novel graph convolutional method called star topology convolution (STC). This method makes graph convolution more similar to conventional convolutional neural networks (CNNs) in Euclidean feature spaces. ... 详细信息
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Undersea Cable Path Planning with Curvature Constraints
Undersea Cable Path Planning with Curvature Constraints
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International Conference on Transparent Optical Networks
作者: Xinyu Wang Fahan Chen Zengfu Wang Tianjiao Wang Elias Tahchi Bill Moran Moshe Zukerman Department of Electrical Engineering City University of Hong Kong Hong Kong SAR China School of Automation Northwestern Polytechnical University Xi’an China Center for Intelligent Multidimensional Data Analysis Hong Kong SAR China Fugro Germany Marine GmbH Bremen Germany Department of Electrical and Electronic Engineering University of Melbourne Victoria Australia
Undersea optical fiber cables that span vast distances are integral to the Internet’s infrastructure. Manual path planning of such cables is an arduous task. The Fast Marching Method (FMM), a precise numerical approa... 详细信息
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Signature and Log-signature for the Study of Empirical Distributions Generated with GANs
TechRxiv
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TechRxiv 2022年
作者: de Curtò, J. de Zarzà, I. Yan, Hong Calafate, Carlos T. Centre for Intelligent Multidimensional Data Analysis HK Science Park Hong Kong Universitat Politècnica de València València Spain The Department of Electrical Engineering City University of Hong Kong Kowloon Hong Kong
In this paper, we bring forward the use of the recently developed Signature Transform as a way to measure the similarity between image distributions and provide detailed acquaintance and extensive evaluations. We are ... 详细信息
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Learning with Signatures
arXiv
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arXiv 2022年
作者: de Curtò Díaz, J. de Zarzà, I. Yan, Hong Calafate, Carlos T. Centre for Intelligent Multidimensional Data Analysis HK Science Park Shatin Hong Kong Department of Electrical Engineering City University of Hong Kong Kowloon Hong Kong Department of Computer Engineering Universitat Politècnica de València València Spain
In this work we investigate the use of the Signature Transform in the context of Learning2. Under this assumption, we advance a supervised framework that potentially provides state-of-the-art classification accuracy w... 详细信息
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Directional And Topological Transformer With Topology Priors For 4D Cellular Image Segmentation
Directional And Topological Transformer With Topology Priors...
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IEEE International Conference on Image Processing
作者: Zelin Li Zhaoke Huang Zhen Zhu Sicheng You Zhongying Zhao Hong Yan Centre for Intelligent Multidimensional Data Analysis Hong Kong Science Park Hong Kong SAR Department of Electrical Engineering City University of Hong Kong Hong Kong SAR Department of Biology Hong Kong Baptist University Hong Kong SAR
Cellular segmentation is a crucial step in creating cell shape maps and morphological graphs for living embryos from time-lapse 3D fluorescence images (laser confocal). One reliable method for segmenting cell shapes t... 详细信息
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Domain Generalization with Small data
arXiv
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arXiv 2024年
作者: Chen, Kecheng Gal, Elena Yan, Hong Li, Haoliang Department of Electrical Engineering Center for Intelligent Multidimensional Data Analysis City University of Hong Kong Tat Chee Avenue Kowloon Hong Kong Department of Engineering University of Oxford Old Road Campus Research Building Roosevelt Drive OxfordOX3 7DQ United Kingdom
In this work, we propose to tackle the problem of domain generalization in the context of insufficient samples. Instead of extracting latent feature embeddings based on deterministic models, we propose to learn a doma... 详细信息
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Minimax principle for right eigenvalues of dual quaternion matrices and their generalized inverses
arXiv
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arXiv 2022年
作者: Ling, Chen Qi, Liqun Yan, Hong Department of Mathematics Hangzhou Dianzi University Hangzhou310018 China Department of Applied Mathematics The Hong Kong Polytechnic University Hung Hom Kowloon Hong Kong Department of Electrical Engineering Centre for Intelligent Multidimensional Data Analysis City University of Hong Kong Kowloon Hong Kong
Dual quaternions can represent rigid body motion in 3D spaces, and have found wide applications in robotics, 3D motion modelling and control, and computer graphics. In this paper, we introduce three different right li... 详细信息
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Orthonormal Product Quantization Network for Scalable Face Image Retrieval
arXiv
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arXiv 2021年
作者: Zhang, Ming Zhe, Xuefei Yan, Hong Department of Electrical Engineering City University of Hong Kong Hong Kong Centre for Intelligent Multidimensional Data Analysis Limited Hong Kong Hong Kong Applied Science and Technology Research Institute Company Limited Hong Kong Tencent AI Lab Shenzhen China
Existing deep quantization methods provided an efficient solution for large-scale image retrieval. However, the significant intra-class variations, like pose, illumination, and expressions in face images, still pose a... 详细信息
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A regularization-patching dual quaternion optimization method for solving the hand-eye calibration problem
arXiv
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arXiv 2022年
作者: Chen, Zhongming Ling, Chen Qi, Liqun Yan, Hong Department of Mathematics School of Science Hangzhou Dianzi University Hangzhou310018 China Department of Applied Mathematics The Hong Kong Polytechnic University Hung Hom Kowloon Hong Kong Center for Intelligent Multidimensional Data Analysis Science Park Shatin Hong Kong Department of Electrical Engineering City University of Hong Kong Kowloon Hong Kong
The hand-eye calibration problem is an important application problem in robot research. Based on the 2-norm of dual quaternion vectors, we propose a new dual quaternion optimization method for the hand-eye calibration... 详细信息
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