Search Results - "Xi, Zhao"

A novel digital-twin approach based on transformer for photovoltaic power prediction by Zhao, Xi

“…The prediction of photovoltaic (PV) system performance has been intensively studied as it plays an important role in the context of sustainability and…”
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Interval Dominance-Based Feature Selection for Interval-Valued Ordered Data by Li, Wentao, Zhou, Haoxiang, Xu, Weihua, Wang, Xi-Zhao, Pedrycz, Witold

“…Dominance-based rough approximation discovers inconsistencies from ordered criteria and satisfies the requirement of the dominance principle between…”
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Incorporating Diversity and Informativeness in Multiple-Instance Active Learning by Wang, Ran, Wang, Xi-Zhao, Kwong, Sam, Xu, Chen

“…Multiple-instance active learning (MIAL) is a paradigm to collect sufficient training bags for a multiple-instance learning (MIL) problem, by selecting and…”
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A Review of Generalized Zero-Shot Learning Methods by Pourpanah, Farhad, Abdar, Moloud, Luo, Yuxuan, Zhou, Xinlei, Wang, Ran, Lim, Chee Peng, Wang, Xi-Zhao, Wu, Q. M. Jonathan

“…Generalized zero-shot learning (GZSL) aims to train a model for classifying data samples under the condition that some output classes are unknown during…”
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Hyperspectral Image Restoration Via Total Variation Regularized Low-Rank Tensor Decomposition by Wang, Yao, Peng, Jiangjun, Zhao, Qian, Leung, Yee, Zhao, Xi-Le, Meng, Deyu

“…Hyperspectral images (HSIs) are often corrupted by a mixture of several types of noise during the acquisition process, e.g., Gaussian noise, impulse noise,…”
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Weighted Low-Rank Tensor Recovery for Hyperspectral Image Restoration by Chang, Yi, Yan, Luxin, Zhao, Xi-Le, Fang, Houzhang, Zhang, Zhijun, Zhong, Sheng

“…Hyperspectral imaging, providing abundant spatial and spectral information simultaneously, has attracted a lot of interest in recent years. Unfortunately, due…”
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Spatial Design Research on Digital Media Technology Intervention in Immersive Art Theory Exhibition Venues by Zhao, Xi

“…The article takes the application of digital media technology in the spatial layout design of art exhibition halls as the entry point, and utilizes Web…”
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A New Method to Calculate the Utility Harmonic Impedance Based on FastICA by Zhao, Xi, Yang, Honggeng

“…Based on fast independent component analysis, a new method is proposed to calculate the utility harmonic impedance. Since the utility harmonic change is…”
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Discovering the Relationship Between Generalization and Uncertainty by Incorporating Complexity of Classification by Wang, Xi-Zhao, Wang, Ran, Xu, Chen

“…The generalization ability of a classifier learned from a training set is usually dependent on the classifier's uncertainty, which is often described by the…”
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Nonlocal Tensor-Ring Decomposition for Hyperspectral Image Denoising by Chen, Yong, He, Wei, Yokoya, Naoto, Huang, Ting-Zhu, Zhao, Xi-Le

“…Hyperspectral image (HSI) denoising is a fundamental problem in remote sensing and image processing. Recently, nonlocal low-rank tensor approximation-based…”
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Hyperspectral Compressive Snapshot Reconstruction via Coupled Low-Rank Subspace Representation and Self-Supervised Deep Network by Chen, Yong, Lai, Wenzhen, He, Wei, Zhao, Xi-Le, Zeng, Jinshan

“…Coded aperture snapshot spectral imaging (CASSI) is an important technique for capturing three-dimensional (3D) hyperspectral images (HSIs), and involves an…”
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A Surface Coordination Interphase Stabilizes a Solid‐State Battery by Yang, Ya‐Nan, Jiang, Fang‐Ling, Li, Yi‐Qiu, Wang, Zhao‐Xi, Zhang, Tao

“…Solid‐state electrolytes (SSEs) show potential in addressing the safety issues of liquid batteries, but the poor interface contact between them and the…”
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GraphGST: Graph Generative Structure-Aware Transformer for Hyperspectral Image Classification by Jiang, Mengying, Su, Yuanchao, Gao, Lianru, Plaza, Antonio, Zhao, Xi-Le, Sun, Xu, Liu, Guizhong

“…Transformer holds significance in deep learning research. Node embedding (NE) and positional encoding (PE) are usually two indispensable components in a…”
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FastDeRain: A Novel Video Rain Streak Removal Method Using Directional Gradient Priors by Jiang, Tai-Xiang, Huang, Ting-Zhu, Zhao, Xi-Le, Deng, Liang-Jian, Wang, Yao

“…Rain streaks removal is an important issue in outdoor vision systems and has recently been investigated extensively. In this paper, we propose a novel video…”
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Spectrum Cartography via Coupled Block-Term Tensor Decomposition by Zhang, Guoyong, Fu, Xiao, Wang, Jun, Zhao, Xi-Le, Hong, Mingyi

“…Spectrum cartography aims at estimating power propagation patterns over a geographical region across multiple frequency bands (i.e., a radio map )-from limited…”
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Combining Low-Rank and Deep Plug-and-Play Priors for Snapshot Compressive Imaging by Chen, Yong, Gui, Xinfeng, Zeng, Jinshan, Zhao, Xi-Le, He, Wei

“…Snapshot compressive imaging (SCI) is a promising technique that captures a 3-D hyperspectral image (HSI) by a 2-D detector in a compressed manner. The…”
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Joint-Sparse-Blocks and Low-Rank Representation for Hyperspectral Unmixing by Huang, Jie, Huang, Ting-Zhu, Deng, Liang-Jian, Zhao, Xi-Le

“…Hyperspectral unmixing has attracted much attention in recent years. Single sparse unmixing assumes that a pixel in a hyperspectral image consists of a…”
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Liquid metal activated aluminum-water reaction for direct hydrogen generation at room temperature by Xu, Shuo, Zhao, Xi, Liu, Jing

“…In light of high energy density, hydrogen has been recognized as a promising clean energy carrier to defuse the coming energy crises. Among the many…”
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Non-Local Robust Quaternion Matrix Completion for Large-Scale Color Image and Video Inpainting by Jia, Zhigang, Jin, Qiyu, Ng, Michael K., Zhao, Xi-Le

“…The image nonlocal self-similarity (NSS) prior refers to the fact that a local patch often has many nonlocal similar patches to it across the image and has…”
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Double-Factor-Regularized Low-Rank Tensor Factorization for Mixed Noise Removal in Hyperspectral Image by Zheng, Yu-Bang, Huang, Ting-Zhu, Zhao, Xi-Le, Chen, Yong, He, Wei

“…As a preprocessing step, hyperspectral image (HSI) restoration plays a critical role in many subsequent applications. Recently, based on the framework of…”
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