Yang Xu

Orcid: 0000-0002-5499-3728

Affiliations:
  • Nanjing University of Science and Technology, School of Computer Science and Engineering, China


According to our database1, Yang Xu authored at least 94 papers between 2014 and 2024.

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Bibliography

2024
Two-stage fine-grained image classification model based on multi-granularity feature fusion.
Pattern Recognit., February, 2024

Unified Cloud-Based Framework for Hyperspectral and Multispectral Image Fusion Incorporating Nonlocal Principles and Tensor Decomposition.
IEEE Trans. Geosci. Remote. Sens., 2024

A Mask Guided Oriented Object Detector Based on Rotated Size-Adaptive Tricube Kernel.
IEEE Trans. Geosci. Remote. Sens., 2024

Connecting Low-Level and High-Level Visions: A Joint Optimization for Hyperspectral Image Super-Resolution and Target Detection.
IEEE Trans. Geosci. Remote. Sens., 2024

Explicit Change-Relation Learning for Change Detection in VHR Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2024

2023
CE-RX: A Collaborative Cloud-Edge Anomaly Detection Approach for Hyperspectral Images.
Remote. Sens., September, 2023

Hyperspectral Anomaly Detection Based on Regularized Background Abundance Tensor Decomposition.
Remote. Sens., March, 2023

Bayesian Nonlocal Patch Tensor Factorization for Hyperspectral Image Super-Resolution.
IEEE Trans. Image Process., 2023

Instance-Aware Spatial-Frequency Feature Fusion Detector for Oriented Object Detection in Remote-Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2023

Cross-Scene Classification of Hyperspectral Images via Generative Adversarial Network in Latent Space.
IEEE Trans. Geosci. Remote. Sens., 2023

Hyperspectral Anomaly Detection via Sparsity of Core Tensor Under Gradient Domain.
IEEE Trans. Geosci. Remote. Sens., 2023

A Unified Attention Paradigm for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

A Parallel Algorithm for Hyperspectral Target Detection Based on Weighted Alternating Direction Method of Multiplier.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Panchromatic and Hyperspectral Image Fusion: Outcome of the 2022 WHISPERS Hyperspectral Pansharpening Challenge.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Distributed Nonlocal Coupled Hierarchical Tucker Decomposition for Hyperspectral Image Fusion.
IEEE Geosci. Remote. Sens. Lett., 2023

Regularized Tensor Representative Coefficient Model for Hyperspectral Target Detection.
IEEE Geosci. Remote. Sens. Lett., 2023

Weighted Order-p Tensor Nuclear Norm Minimization and Its Application to Hyperspectral Image Mixed Denoising.
IEEE Geosci. Remote. Sens. Lett., 2023

Hyperspectral Video Tracker Based on Anomaly Suppression and Multi-Feature Integration.
Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023

A Novel Unified Framework for Multi-Task Fusion of Hyperspectral and SAR Image.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

RGB-Infrared Multi-Modal Remote Sensing Object Detection Using CNN and Transformer Based Feature Fusion.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

CTC-Net: A Novel Coupled Feature-Enhanced Transformer and Inverted Convolution Network for Medical Image Segmentation.
Proceedings of the Pattern Recognition - 7th Asian Conference, 2023

2022
Intrusion Detection of Foreign Objects in Overhead Power System for Preventive Maintenance in High-Speed Railway Catenary Inspection.
IEEE Trans. Instrum. Meas., 2022

Learning Orientation Information From Frequency-Domain for Oriented Object Detection in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2022

A Novel Cross-Scale Octave Network for Hyperspectral and Multispectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens., 2022

Bayesian Hyperspectral Image Super-Resolution in the Presence of Spectral Variability.
IEEE Trans. Geosci. Remote. Sens., 2022

An Efficient Cross-Modality Self-Calibrated Network for Hyperspectral and Multispectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens., 2022

Spatial-Spectral Local Domain Adaption for Cross Domain Few Shot Hyperspectral Images Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Multiscale Alternately Updated Clique Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

A Bipartite Graph Partition-Based Coclustering Approach With Graph Nonnegative Matrix Factorization for Large Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2022

MMSRC: A Multidirection Multiscale Spectral-Spatial Residual Network for Hyperspectral Multiclass Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

A Temporal-Reliable Method for Change Detection in High-Resolution Bi-Temporal Remote Sensing Images.
Remote. Sens., 2022

Hyperspectral Anomaly Detection Based on Graph Regularized Variational Autoencoder.
IEEE Geosci. Remote. Sens. Lett., 2022

Spatial-Prior-Guided Attention for Small Object Detection in Overhead Catenary System.
J. Circuits Syst. Comput., 2022

Symmetrical irregular local features for fine-grained visual classification.
Neurocomputing, 2022

ReAFFPN: Rotation-equivariant Attention Feature Fusion Pyramid Networks for Aerial Object Detection.
CoRR, 2022

Hyperspectral Target Detection Based on Tensor RPCA with Constrained Energy Regularization.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

A Distributed and Parallel Method of Hyperspectral Computational Imaging Via Collaborative Tucker3 Tensor Decomposition.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

ReAFFPN: Rotation-Equivariant Attention Feature Fusion Pyramid Networks for Aerial Object Detetcion.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

A Distributed Parallel Optimization of Remote Sensing Image Fusion Algorithm Based on Nonlocal Tensor CP Decomposition.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021
Hyperspectral Computational Imaging via Collaborative Tucker3 Tensor Decomposition.
IEEE Trans. Circuits Syst. Video Technol., 2021

Tensor Regression and Image Fusion-Based Change Detection Using Hyperspectral and Multispectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Multiobjective Task Scheduling for Energy-Efficient Cloud Implementation of Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

DCFF-Net: A Densely Connected Feature Fusion Network for Change Detection in High-Resolution Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

SSCNN-S: A Spectral-Spatial Convolution Neural Network with Siamese Architecture for Change Detection.
Remote. Sens., 2021

From Local to Global: Class Feature Fused Fully Convolutional Network for Hyperspectral Image Classification.
Remote. Sens., 2021

Pillar Number Plate Detection and Recognition in Unconstrained Scenarios.
J. Circuits Syst. Comput., 2021

Multi-Scale Anomaly Detection in Hyperspectral Images Based on Sparse and Low Rank Representations.
Proceedings of the 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2021

An Enhanced Multi-frequency Learned Image Compression Method.
Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021

Anomaly Detection in Hyperspectral Image Using 3D-Convolutional Variational Autoencoder.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Spatial-Spectral Total Variation Constrained Collaborative Tensor Regularization for Dual-Camera Compressive Hyperspectral Imaging.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Hyperspectral Anomaly Detection Based on Tensor Truncated Nuclear Norm and Linear Total Variation Regularization.
Proceedings of the Image and Graphics - 11th International Conference, 2021

Spatial Spectral Joint Correction Network for Hyperspectral and Multispectral Image Fusion.
Proceedings of the Pattern Recognition - 6th Asian Conference, 2021

2020
Hyperspectral Images Super-Resolution via Learning High-Order Coupled Tensor Ring Representation.
IEEE Trans. Neural Networks Learn. Syst., 2020

Nonlocal Coupled Tensor CP Decomposition for Hyperspectral and Multispectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens., 2020

A Two-Stream Multiscale Deep Learning Architecture for Pan-Sharpening.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

A Lightweight Spectral-Spatial Feature Extraction and Fusion Network for Hyperspectral Image Classification.
Remote. Sens., 2020

Fourier-Based Rotation-Invariant Feature Boosting: An Efficient Framework for Geospatial Object Detection.
IEEE Geosci. Remote. Sens. Lett., 2020

Compressive Hyperspectral Image Reconstruction Based on Spatial-Spectral Residual Dense Network.
IEEE Geosci. Remote. Sens. Lett., 2020

Towards perceptual image fusion: A novel two-layer framework.
Inf. Fusion, 2020

Multi-GPU Parallel Implementation of Spatial-Spectral Kernel Sparse Representation for Hyperspectral Image Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Video Object Detection based on Non-local Prior of Spatiotemporal Context.
Proceedings of the Eighth International Conference on Advanced Cloud and Big Data, 2020

2019
Hyperspectral Anomaly Detection via Global and Local Joint Modeling of Background.
IEEE Trans. Signal Process., 2019

Nonlocal Patch Tensor Sparse Representation for Hyperspectral Image Super-Resolution.
IEEE Trans. Image Process., 2019

Kernel Low-Rank Representation Based on Local Similarity for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Bipartite Graph Partition Based Coclustering With Joint Sparsity for Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Hyperspectral Image Super-Resolution via Adaptive Dictionary Learning and Double l1 Constraint.
Remote. Sens., 2019

Robust Regression-Based Markov Random Field for Hyperspectral Image Classification.
IEEE Access, 2019

Hyperspectral And Multispectral Image Fusion Based On Deep Attention Network.
Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019

Hyperspectral Unmixing Via Wavelet Based Autoencoder Network.
Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019

Coupled Squeeze-and-Excitation Blocks Based CNN for Image Compression.
Proceedings of the Intelligence Science and Big Data Engineering. Visual Data Engineering, 2019

Super-Resolution of Sentinel-2 Images Based on Deep Channel-Attention Residual Network.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Hyperspectral Anomaly Detection Based on Low Rank and Sparse Tensor Decomposition.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

LiDAR Data-Aided Hypergraph Regularized Multi-Modal Unmixing.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

A Stackable Attention-Guided Multi-scale CNN for Number Plate Detection.
Proceedings of the Image and Graphics - 10th International Conference, 2019

2018
Joint Reconstruction and Anomaly Detection From Compressive Hyperspectral Images Using Mahalanobis Distance-Regularized Tensor RPCA.
IEEE Trans. Geosci. Remote. Sens., 2018

Low-Rank Decomposition and Total Variation Regularization of Hyperspectral Video Sequences.
IEEE Trans. Geosci. Remote. Sens., 2018

Hyperspectral Classification via Superpixel Kernel Learning-Based Low Rank Representation.
Remote. Sens., 2018

A novel multi-view dimensionality reduction and recognition framework with applications to face recognition.
J. Vis. Commun. Image Represent., 2018

Gas Plume Detection in Hyperspectral Video Sequence Using Tensor Nuclear Norm.
Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018

Hyperspectral Image Denoising via Coupled Spectral-Spatial Tensor Representation.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

GPU Parallel Implementation of Gas Plume Detection in Hyperspectral Video Sequences.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

A Distributed and Parallel Anomaly Detection in Hyperspectral Images Based on Low-Rank and Sparse Representation.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Patch-Based Residual Networks for Compressively Sensed Hyperspectral Images Restruction.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Pan-Sharpening Based on Multilevel Coupled Deep Network.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
Homogeneous region based low rank representation in hidden field for hyperspectral classification.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Multiple features fusion for hyperspectral image classification based on extreme learning machine.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016
Anomaly Detection in Hyperspectral Images Based on Low-Rank and Sparse Representation.
IEEE Trans. Geosci. Remote. Sens., 2016

A Target Detection Method Based on Low-Rank Regularized Least Squares Model for Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett., 2016

Kernel low-rank representation for hyperspectral image classification.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

GAS plume detection in hyperspectral video sequence using low rank representation.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015
Spectral-Spatial Classification of Hyperspectral Image Based on Low-Rank Decomposition.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Hyperspectral image classification using multilayer superpixel graph and loopy belief propagation.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

A novel hyperspectral image anomaly detection method based on low rank representation.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
Markov random field with homogeneous areas priors for hyperspectral image classification.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014


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