Jingxiang Yang

55 papers B 1C 8Misc 3Journal 40Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
D&D-Net: A diffusion and deep priors regularized network for hyperspectral reconstruction.
Signal Process.
Jingxiang Yang, Tian Lin, Wenxiu Diao, Fang Liu, Jia Liu, Hongyi Liu, Liang Xiao
2026 J jnl
Learning Degradation-Aware Diffusion Prior for Hyperspectral Reconstruction From RGB Image.
IEEE Trans. Computational Imaging
Jingxiang Yang, Haifeng Xu, Heyuan Yin, Hongyi Liu, Liang Xiao
2026 J jnl
Variational Model-Guided Three-Dimensional Recurrent Transformer for Hyperspectral and Multispectral Image Fusion.
IEEE Access
Abdolraheem Khader, Jingxiang Yang, Ali Ahmed, Jian Fang, Liang Xiao
2025 J jnl
Background-Driven and Foreground-Refined Network for Weakly Supervised Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Fang Liu, Peng Zhang, Jia Liu, Jingxiang Yang, Xu Tang, Liang Xiao
2025 J jnl
Box2Change: A Novel Weakly Supervised Way for Change Detection via Consistency Instance Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Fang Liu, Kanghua Yin, Jia Liu, Jingxiang Yang, Xu Tang, Liang Xiao
2025 J jnl
DSSFT: Dual branch spectral-spatial feature fusion transformer network for hyperspectral image unmixing.
Earth Sci. Informatics
Fazal Hadi, Ghulam Farooque, Yuantian Shao, Jingxiang Yang, Liang Xiao
2025 J jnl
Deep one-class probability learning for end-to-end image classification.
Neural Networks
Jia Liu, Wenhua Zhang, Fang Liu, Jingxiang Yang, Liang Xiao
2025 J jnl
Learning Spectral-Spatial-Former Deep Prior for Hyperspectral Image Superresolution.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zeinab Dehghan, Jingxiang Yang, Abdolraheem Khader, Jian Fang, Liang Xiao
2025 Misc conf
Mask-guided Multi-scale Spatial-Spectral Transformer for Snapshot Compressive Imaging.
ICASSP
Heyuan Yin, Jingxiang Yang, Jia Liu, Liang Xiao
2025 Misc conf
Multi-scale Feature Interaction and Adaptive Experts for Panoptic Segmentation in Remote Sensing Images.
ICASSP
Zhenkun Sun, Jia Liu, Wenhua Zhang, Fang Liu, Jingxiang Yang, Liang Xiao
2025 J jnl
TMAR: 3-D Transformer Network via Masked Autoencoder Regularization for Hyperspectral Sharpening.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zeinab Dehghan, Jingxiang Yang, Mehran Yazdi, Abdolraheem Khader, Liang Xiao
2024 J jnl
Conjoint Cross-Attention Modeling and Joint Feature Calibrating for Remote Sensing Image Change Detection via a Triple-Double Network.
IEEE Trans. Geosci. Remote. Sens.
Fang Liu, Jiaqi An, Jia Liu, Jingxiang Yang, Xu Tang, Liang Xiao
2024 J jnl
Content-Guided and Class-Oriented Learning for VHR Image Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Fang Liu, Keming Liu, Jia Liu, Jingxiang Yang, Xu Tang, Liang Xiao
2024 J jnl
Deep Unfolding Network Enhanced by Transformer Priors for Unregistered Hyperspectral and Multispectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens.
Jian Fang, Jingxiang Yang, Abdolraheem Khader, Liang Xiao
2024 J jnl
HS-McHF: Hypersharpening With Multicomponent-Based Hierarchical Features Fusion Network.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zeinab Dehghan, Jingxiang Yang, Milad Taleby Ahvanooey, Abdolraheem Khader, Liang Xiao
2024 J jnl
Hyperspectral Reconstruction From RGB Images via Physically Guided Graph Deep Prior Learning.
IEEE Trans. Geosci. Remote. Sens.
Haifeng Xu, Jingxiang Yang, Tian Lin, Jia Liu, Fang Liu, Liang Xiao
2024 J jnl
MIMO-SST: Multi-Input Multi-Output Spatial-Spectral Transformer for Hyperspectral and Multispectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens.
Jian Fang, Jingxiang Yang, Abdolraheem Khader, Liang Xiao
2024 C conf
Spectral-Spatial Attentions and Deep Supervision for Change Detection in Remote Sensing Images.
IGARSS
Xia Zhang, Jia Liu, Wenhua Zhang, Fang Liu, Jingxiang Yang, Liang Xiao
2024 J jnl
Unsupervised Deep Tensor Network for Hyperspectral-Multispectral Image Fusion.
IEEE Trans. Neural Networks Learn. Syst.
Jingxiang Yang, Liang Xiao, Yong-Qiang Zhao, Jonathan Cheung-Wai Chan
2023 J jnl
A Multiresolution Details Enhanced Attentive Dual-UNet for Hyperspectral and Multispectral Image Fusion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jian Fang, Jingxiang Yang, Abdolraheem Khader, Liang Xiao
2023 J jnl
A Real-Time Registration Algorithm of UAV Aerial Images Based on Feature Matching.
J. Imaging
Zhiwen Liu, Gen Xu, Jiangjian Xiao, Jingxiang Yang, Ziyang Wang, Siyuan Cheng
2023 C conf
Edge-Guided Feature Dense Fusion Network for Remote Sensing Image Change Detection.
IGARSS
Hejun Luo, Jia Liu, Fang Liu, Wenhua Zhang, Jingxiang Yang, Liang Xiao
2023 J jnl
Learning Degradation-Aware Deep Prior for Hyperspectral Image Reconstruction.
IEEE Trans. Geosci. Remote. Sens.
Jingxiang Yang, Tian Lin, Fang Liu, Liang Xiao
2023 J jnl
Model-Guided Deep Unfolded Fusion Network With Nonlocal Spatial-Spectral Priors for Hyperspectral Image Super-Resolution.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Abdolraheem Khader, Jingxiang Yang, Liang Xiao
2023 J jnl
Multiple Deep Proximal Learning for Hyperspectral-Multispectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens.
Jingxiang Yang, Tian Lin, Xiaoyang Chen, Liang Xiao
2022 J jnl
DHCAE: Deep Hybrid Convolutional Autoencoder Approach for Robust Supervised Hyperspectral Unmixing.
Remote. Sens.
Fazal Hadi, Jingxiang Yang, Matee Ullah, Irfan Ahmad, Ghulam Farooque, Liang Xiao
2022 J jnl
Detail-Injection-Model-Inspired Deep Fusion Network for Pansharpening.
IEEE Trans. Geosci. Remote. Sens.
Zhikang Xiang, Liang Xiao, Jingxiang Yang, Wenzhi Liao, Wilfried Philips
2022 J jnl
Learning Deep Subspace Projection Prior for Dual-Camera Compressive Hyperspectral Imaging.
IEEE Geosci. Remote. Sens. Lett.
Xiaoyang Chen, Jingxiang Yang, Liang Xiao
2022 C conf
Learning a Coupled Multilinear Network for Unsupervised Hyperspectral-Multispectral Image Fusion.
IGARSS
Jingxiang Yang, Liang Xiao
2022 J jnl
Multilevel Superpixel Structured Graph U-Nets for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Qichao Liu, Liang Xiao, Jingxiang Yang, Zhihui Wei
2022 J jnl
NMF-DuNet: Nonnegative Matrix Factorization Inspired Deep Unrolling Networks for Hyperspectral and Multispectral Image Fusion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Abdolraheem Khader, Jingxiang Yang, Liang Xiao
2022 J jnl
Variational Regularization Network With Attentive Deep Prior for Hyperspectral-Multispectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens.
Jingxiang Yang, Liang Xiao, Yongqiang Zhao, Jonathan Cheung-Wai Chan
2021 J jnl
CNN-Enhanced Graph Convolutional Network With Pixel- and Superpixel-Level Feature Fusion for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Qichao Liu, Liang Xiao, Jingxiang Yang, Zhihui Wei
2021 J jnl
Hybrid Local and Nonlocal 3-D Attentive CNN for Hyperspectral Image Super-Resolution.
IEEE Geosci. Remote. Sens. Lett.
Jingxiang Yang, Liang Xiao, Yong-Qiang Zhao, Jonathan Cheung-Wai Chan
2021 J jnl
Hyperspectral Image Classification via a Novel Spectral-Spatial 3D ConvLSTM-CNN.
Remote. Sens.
Ghulam Farooque, Liang Xiao, Jingxiang Yang, Allah Bux Sargano
2021 C conf
Multi-Supervised Recursive-CNN for Hyperspectral and Multispectral Image Fusion.
IGARSS
Yuda Lu, Jingxiang Yang, Liang Xiao
2021 J jnl
Unified Low-Rank Subspace Clustering with Dynamic Hypergraph for Hyperspectral Image.
Remote. Sens.
Jinhuan Xu, Liang Xiao, Jingxiang Yang
2020 B conf
A Blind CSI Prediction Method Based on Deep Learning for V2I Millimeter-Wave Channel.
ICNP
Jingxiang Yang, Liyan Li, Min-Jian Zhao
2020 J jnl
Content-Guided Convolutional Neural Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Qichao Liu, Liang Xiao, Jingxiang Yang, Jonathan Cheung-Wai Chan
2020 Misc conf
Video Deblurring Via 3d CNN and Fourier Accumulation Learning.
ICASSP
Fan Yang, Liang Xiao, Jingxiang Yang
2019 J jnl
A Multi-Scale Wavelet 3D-CNN for Hyperspectral Image Super-Resolution.
Remote. Sens.
Jingxiang Yang, Yong-Qiang Zhao, Jonathan Cheung-Wai Chan, Liang Xiao
2019 C conf
Hyperspectral Image Super-Resolution Based on Multi-Scale Wavelet 3D Convolutional Neural Network.
IGARSS
Jingxiang Yang, Yong-Qiang Zhao, Jonathan Cheung-Wai Chan
2018 J jnl
Hyperspectral and Multispectral Image Fusion via Deep Two-Branches Convolutional Neural Network.
Remote. Sens.
Jingxiang Yang, Yong-Qiang Zhao, Jonathan Cheung-Wai Chan
2017 J jnl
Joint Hyperspectral Superresolution and Unmixing With Interactive Feedback.
IEEE Trans. Geosci. Remote. Sens.
Chen Yi, Yongqiang Zhao, Jingxiang Yang, Jonathan Cheung-Wai Chan, Seong G. Kong
2017 J jnl
Learning and Transferring Deep Joint Spectral-Spatial Features for Hyperspectral Classification.
IEEE Trans. Geosci. Remote. Sens.
Jingxiang Yang, Yongqiang Zhao, Jonathan Cheung-Wai Chan
2017 J jnl
No-Reference Hyperspectral Image Quality Assessment via Quality-Sensitive Features Learning.
Remote. Sens.
Jingxiang Yang, Yongqiang Zhao, Chen Yi, Jonathan Cheung-Wai Chan
2016 C conf
A hyperspectral spatial-spectral enhancement algorithm.
IGARSS
Chen Yi, Yongqiang Zhao, Jingxiang Yang
2016 J jnl
Coupled Sparse Denoising and Unmixing With Low-Rank Constraint for Hyperspectral Image.
IEEE Trans. Geosci. Remote. Sens.
Jingxiang Yang, Yongqiang Zhao, Jonathan Cheung-Wai Chan, Seong G. Kong
2016 C conf
Hyperspectral image classification using two-channel deep convolutional neural network.
IGARSS
Jingxiang Yang, Yongqiang Zhao, Jonathan Cheung-Wai Chan, Chen Yi
2016 — conf
Spectral super-resolution based on matrix factorization and spectral dictionary.
WHISPERS
Yongqiang Zhao, Chen Yi, Jingxiang Yang, Jonathan Cheung-Wai Chan
2015 J jnl
Hyperspectral Image Denoising via Sparse Representation and Low-Rank Constraint.
IEEE Trans. Geosci. Remote. Sens.
Yongqiang Zhao, Jingxiang Yang
2015 — conf
Jointly spatial-spectral resolution enhancement of hyperspectral imagery.
WHISPERS
Yongqiang Zhao, Chen Yi, Jingxiang Yang
2014 C conf
Coupled hyperspectral super-resolution and unmixing.
IGARSS
Yongqiang Zhao, Chen Yi, Jingxiang Yang, Jonathan Cheung-Wai Chan
2014 J jnl
Hyperspectral Imagery Super-Resolution by Spatial-Spectral Joint Nonlocal Similarity.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yongqiang Zhao, Jingxiang Yang, Jonathan Cheung-Wai Chan
2014 — conf
Joint denoising and unmixing for hyperspectral image.
WHISPERS
Yongqiang Zhao, Jingxiang Yang, Chen Yi, Yong Liu