Search Results - "Yang, Jingxiang"

Hyperspectral Image Denoising via Sparse Representation and Low-Rank Constraint by Zhao, Yong-Qiang, Yang, Jingxiang

“…Hyperspectral image (HSI) denoising is an essential preprocess step to improve the performance of subsequent applications. For HSI, there is much global and…”
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Learning and Transferring Deep Joint Spectral-Spatial Features for Hyperspectral Classification by Jingxiang Yang, Yong-Qiang Zhao, Chan, Jonathan Cheung-Wai

“…Feature extraction is of significance for hyperspectral image (HSI) classification. Compared with conventional hand-crafted feature extraction, deep learning…”
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Hyperspectral and Multispectral Image Fusion via Deep Two-Branches Convolutional Neural Network by Yang, Jingxiang, Zhao, Yong-Qiang, Chan, Jonathan

“…Enhancing the spatial resolution of hyperspectral image (HSI) is of significance for applications. Fusing HSI with a high resolution (HR) multispectral image…”
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NMF-DuNet: Nonnegative Matrix Factorization Inspired Deep Unrolling Networks for Hyperspectral and Multispectral Image Fusion by Khader, Abdolraheem, Yang, Jingxiang, Xiao, Liang

“…The fusion of high-resolution multispectral image (HrMSI) and low-resolution hyperspectral image (LrHSI) has been acknowledged as a promising method for…”
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Model-Guided Deep Unfolded Fusion Network With Nonlocal Spatial-Spectral Priors for Hyperspectral Image Super-Resolution by Khader, Abdolraheem, Yang, Jingxiang, Xiao, Liang

“…Due to the physical boundaries, fusing low spatial resolution hyperspectral (LrHSI) with high spatial resolution multispectral (HrMSI) images is a hot and…”
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Hyperspectral Image Classification via a Novel Spectral–Spatial 3D ConvLSTM-CNN by Farooque, Ghulam, Xiao, Liang, Yang, Jingxiang, Sargano, Allah Bux

“…In recent years, deep learning-based models have produced encouraging results for hyperspectral image (HSI) classification. Specifically, Convolutional Long…”
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A Multiresolution Details Enhanced Attentive Dual-UNet for Hyperspectral and Multispectral Image Fusion by Fang, Jian, Yang, Jingxiang, Khader, Abdolraheem, Xiao, Liang

“…The fusion-based super-resolution of hyperspectral images (HSIs) draws more and more attention in order to surpass the hardware constraints intrinsic to…”
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A Multi-Scale Wavelet 3D-CNN for Hyperspectral Image Super-Resolution by Yang, Jingxiang, Yong-Qiang, Zhao, Jonathan Cheung-Wai Chan, Liang, Xiao

“…Super-resolution (SR) is significant for hyperspectral image (HSI) applications. In single-frame HSI SR, how to reconstruct detailed image structures in high…”
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Crystal engineering in the development of improved pesticide products by Niu, Xiaofang, Yang, Rui, Zhang, Huimin, Yang, Jingxiang

“…Pesticides might be the only group of poisonous chemicals that are widely sprayed into the environment, but the use of pesticides is inevitable for crop…”
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DHCAE: Deep Hybrid Convolutional Autoencoder Approach for Robust Supervised Hyperspectral Unmixing by Hadi, Fazal, Yang, Jingxiang, Ullah, Matee, Ahmad, Irfan, Farooque, Ghulam, Xiao, Liang

“…Hyperspectral unmixing (HSU) is a crucial method to determine the fractional abundance of the material (endmembers) in each pixel. Most spectral unmixing…”
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Manipulating Solid Forms of Contact Insecticides for Infectious Disease Prevention by Zhu, Xiaolong, Hu, Chunhua T, Yang, Jingxiang, Joyce, Leo A, Qiu, Mengdi, Ward, Michael D, Kahr, Bart

“…Malaria control is under threat by the development of vector resistance to pyrethroids in long-lasting insecticidal nets, which has prompted calls for a return…”
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Unified Low-Rank Subspace Clustering with Dynamic Hypergraph for Hyperspectral Image by Xu, Jinhuan, Xiao, Liang, Yang, Jingxiang

“…Low-rank representation with hypergraph regularization has achieved great success in hyperspectral imagery, which can explore global structure, and further…”
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Hyperspectral Imagery Super-Resolution by Spatial-Spectral Joint Nonlocal Similarity by Zhao, Yongqiang, Yang, Jingxiang, Chan, Jonathan Cheung-Wai

“…Hyperspectral (HS) super-resolution reconstruction is an ill-posed inversion problem, for which the solution from reconstruction constraint is not unique. To…”
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HS-McHF: Hypersharpening With Multicomponent-Based Hierarchical Features Fusion Network by Dehghan, Zeinab, Yang, Jingxiang, Ahvanooey, Milad Taleby, Khader, Abdolraheem, Xiao, Liang

“…Hypersharpening is one of the fusion-based superresolution approaches in remote sensing that improves the spatial and spectral resolution of a hyperspectral…”
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Deep convolutional transformer network for hyperspectral unmixing by Hadi, Fazal, Yang, Jingxiang, Farooque, Ghulam, Xiao, Liang

“…Hyperspectral unmixing (HU) is considered one of the most important ways to improve hyperspectral image analysis. HU aims to break down the mixed pixel into a…”
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Effects of the regulation of polysialyltransferase ST8SiaII on the invasiveness and metastasis of small cell lung cancer cells by Gong, Liang, Zhou, Xiangdong, Yang, Jingxiang, Jiang, Yongyuan, Yang, Heping

“…Invasiveness and metastasis may seriously affect the prognosis of small cell lung cancer (SCLC). In the present study, we analyzed the effects and inherent…”
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Resolvin D1 Improves the Resolution of Inflammation via Activating NF-κB p50/p50-Mediated Cyclooxygenase-2 Expression in Acute Respiratory Distress Syndrome by Gao, Ye, Zhang, Huawei, Luo, Lingchun, Lin, Jing, Li, Dan, Zheng, Sisi, Huang, Hua, Yan, Songfan, Yang, Jingxiang, Hao, Yu, Li, Hui, Gao Smith, Fang, Jin, Shengwei

“…Acute respiratory distress syndrome (ARDS) is a severe illness characterized by uncontrolled inflammation. The resolution of inflammation is a tightly…”
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Joint Hyperspectral Superresolution and Unmixing With Interactive Feedback by Chen Yi, Yong-Qiang Zhao, Jingxiang Yang, Chan, Jonathan Cheung-Wai, Kong, Seong G.

“…This paper presents an interactive feedback scheme of spatial resolution enhancement and spectral unmixing in hyperspectral imaging. Traditionally spatial…”
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The value of serum prealbumin in the diagnosis and therapeutic response of tuberculosis: a retrospective study by Luo, Hu, Zhu, Bingjing, Gong, Liang, Yang, Jingxiang, Jiang, Yongyuan, Zhou, Xiangdong

“…The aim of this study was to examine serum prealbumin (PA) levels in patients with tuberculosis and lung cancer, and to evaluate the correlations of serum PA…”
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A Real-Time Registration Algorithm of UAV Aerial Images Based on Feature Matching by Liu, Zhiwen, Xu, Gen, Xiao, Jiangjian, Yang, Jingxiang, Wang, Ziyang, Cheng, Siyuan

“…This study aimed to achieve the accurate and real-time geographic positioning of UAV aerial image targets. We verified a method of registering UAV camera…”
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