Sen Jia

According to our database1, Sen Jia authored at least 162 papers between 2004 and 2024.

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Bibliography

2024
Graph-in-Graph Convolutional Network for Hyperspectral Image Classification.
IEEE Trans. Neural Networks Learn. Syst., January, 2024

Spatial-Temporal Siamese Convolutional Neural Network for Subsurface Temperature Reconstruction.
IEEE Trans. Geosci. Remote. Sens., 2024

Vertical Attention-Based Siamese ConvLSTM Network for Argo Data Error Detection.
IEEE Trans. Geosci. Remote. Sens., 2024

Texture-Aware Self-Attention Model for Hyperspectral Tree Species Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

2023
Equilibrated Zeroth-Order Unrolled Deep Network for Parallel MR Imaging.
IEEE Trans. Medical Imaging, December, 2023

K-UNN: k-space interpolation with untrained neural network.
Medical Image Anal., August, 2023

Multiscale spatial-spectral transformer network for hyperspectral and multispectral image fusion.
Inf. Fusion, August, 2023

Multivariate Temporal Self-Attention Network for Subsurface Thermohaline Structure Reconstruction.
IEEE Trans. Geosci. Remote. Sens., 2023

AACNet: Asymmetric Attention Convolution Network for Hyperspectral Image Dehazing.
IEEE Trans. Geosci. Remote. Sens., 2023

Dual Self-Attention Swin Transformer for Hyperspectral Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens., 2023

Diffused Convolutional Neural Network for Hyperspectral Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens., 2023

Collaborative Contrastive Learning for Hyperspectral and LiDAR Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

Structure-Adaptive Convolutional Neural Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

Stereo Cross-Attention Network for Unregistered Hyperspectral and Multispectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens., 2023

Mixed Noise-Oriented Hyperspectral and Multispectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens., 2023

Hyperspectral Image Denoising via Robust Subspace Estimation and Group Sparsity Constraint.
IEEE Trans. Geosci. Remote. Sens., 2023

Physics-Informed DeepMRI: Bridging the Gap from Heat Diffusion to k-Space Interpolation.
CoRR, 2023

SPIRiT-Diffusion: Self-Consistency Driven Diffusion Model for Accelerated MRI.
CoRR, 2023

2022
Geographic Semantic Network for Cross-View Image Geo-Localization.
IEEE Trans. Geosci. Remote. Sens., 2022

Unsupervised Spatial-Spectral CNN-Based Feature Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Superpixel-Guided Variable Gabor Phase Coding Fusion for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Multiview Spatial-Spectral Active Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

A Multiscale Superpixel-Level Group Clustering Framework for Hyperspectral Band Selection.
IEEE Trans. Geosci. Remote. Sens., 2022

Multiattention Generative Adversarial Network for Remote Sensing Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens., 2022

Gradient Feature-Oriented 3-D Domain Adaptation for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

3-D Gabor Convolutional Neural Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

A Semisupervised Siamese Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Fusion of Hyperspectral and Multispectral Images Accounting for Localized Inter-Image Changes.
IEEE Trans. Geosci. Remote. Sens., 2022

Sparsity Constrained Fusion of Hyperspectral and Multispectral Images.
IEEE Geosci. Remote. Sens. Lett., 2022

SPIRiT-Diffusion: SPIRiT-driven Score-Based Generative Modeling for Vessel Wall imaging.
CoRR, 2022

K-UNN: k-Space Interpolation With Untrained Neural Network.
CoRR, 2022

SelfCoLearn: Self-supervised collaborative learning for accelerating dynamic MR imaging.
CoRR, 2022

Multiscale Convolutional Transformer with Center Mask Pretraining for Hyperspectral Image Classification.
CoRR, 2022

Spectral Context-aware Transformer for Cholangiocarcinoma Hyperspectral Image Segmentation.
Proceedings of the ICIGP 2022: The 5th International Conference on Image and Graphics Processing, Beijing, China, January 7, 2022

HSI-DETR: A DETR-based Transfer Learning from RGB to Hyperspectral Images for Object Detection of Live and Dead Cells: To achieve better results, convert models with the fewest changes from RGB to HSI.
Proceedings of the 2022 11th International Conference on Computing and Pattern Recognition, 2022

Principal component self-attention mechanism for melanoma hyperspectral image recognition.
Proceedings of the 2022 11th International Conference on Computing and Pattern Recognition, 2022

A Center-Masked Convolutional Transformer for Hyperspectral Image Classification.
Proceedings of the Second Workshop on Complex Data Challenges in Earth Observation (CDCEO 2022) co-located with 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI 2022), 2022

Online reconstruction of fast dynamic MR imaging using deep low-rank plus sparse network.
Proceedings of the 35th IEEE International Symposium on Computer-Based Medical Systems, 2022

2021
Learned Low-Rank Priors in Dynamic MR Imaging.
IEEE Trans. Medical Imaging, 2021

Multiple Feature-Based Superpixel-Level Decision Fusion for Hyperspectral and LiDAR Data Classification.
IEEE Trans. Geosci. Remote. Sens., 2021

Flexible Gabor-Based Superpixel-Level Unsupervised LDA for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2021

A Lightweight Convolutional Neural Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2021

Hyperspectral Anomaly Detection via Deep Plug-and-Play Denoising CNN Regularization.
IEEE Trans. Geosci. Remote. Sens., 2021

Deep Amended Gradient Descent for Efficient Spectral Reconstruction From Single RGB Images.
IEEE Trans. Computational Imaging, 2021

Hyperspectral Imagery Spatial Super-Resolution Using Generative Adversarial Network.
IEEE Trans. Computational Imaging, 2021

Deep Manifold Learning for Dynamic MR Imaging.
IEEE Trans. Computational Imaging, 2021

Deep low-Rank plus sparse network for dynamic MR imaging.
Medical Image Anal., 2021

A survey: Deep learning for hyperspectral image classification with few labeled samples.
Neurocomputing, 2021

Equilibrated Zeroth-Order Unrolled Deep Networks for Accelerated MRI.
CoRR, 2021

Multi-Attention Generative Adversarial Network for Remote Sensing Image Super-Resolution.
CoRR, 2021

SRR-Net: A Super-Resolution-Involved Reconstruction Method for High Resolution MR Imaging.
CoRR, 2021

Deep Manifold Learning for Dynamic MR Imaging.
CoRR, 2021

Position, Padding and Predictions: A Deeper Look at Position Information in CNNs.
CoRR, 2021

Identification of spectral features in the longwave infrared (LWIR) spectra of leaves for the discrimination of tropical dry forest tree species.
Int. J. Appl. Earth Obs. Geoinformation, 2021

Shape or Texture: Understanding Discriminative Features in CNNs.
Proceedings of the 9th International Conference on Learning Representations, 2021

Global Pooling, More than Meets the Eye: Position Information is Encoded Channel-Wise in CNNs.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Superpixel Regularized Multiple kernel Gabor Fusion for Hyperspectral Image Classification.
Proceedings of the ICCPR '21: 10th International Conference on Computing and Pattern Recognition, Shanghai, China, October 15, 2021

A 3D Lightweight Siamese Network for Hyperspectral Image Classification with Limited Samples.
Proceedings of the ICCPR '21: 10th International Conference on Computing and Pattern Recognition, Shanghai, China, October 15, 2021

Local-Global-Aware Convolutional Transformer for Hyperspectral Image Classification.
Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021

Multiscale Spatial-spectral Joint Feature Learning for Multispectral and Hyperspectral Image Fusion.
Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021

Simpler Does It: Generating Semantic Labels with Objectness Guidance.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020
Cascade Superpixel Regularized Gabor Feature Fusion for Hyperspectral Image Classification.
IEEE Trans. Neural Networks Learn. Syst., 2020

Superpixel-Level Weighted Label Propagation for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2020

Deep Metric Learning-Based Feature Embedding for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2020

One-Stop MR Neurovascular Vessel Wall Imaging With a 48-Channel Coil System at 3 T.
IEEE Trans. Biomed. Eng., 2020

A global and local feature weighted method for ancient murals inpainting.
Int. J. Mach. Learn. Cybern., 2020

EML-NET: An Expandable Multi-Layer NETwork for saliency prediction.
Image Vis. Comput., 2020

Deep Learning based Monocular Depth Prediction: Datasets, Methods and Applications.
CoRR, 2020

Deep Low-rank plus Sparse Network for Dynamic MR Imaging.
CoRR, 2020

Deep Low-rank Prior in Dynamic MR Imaging.
CoRR, 2020

How much Position Information Do Convolutional Neural Networks Encode?
Proceedings of the 8th International Conference on Learning Representations, 2020

Revisiting Saliency Metrics: Farthest-Neighbor Area Under Curve.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
3-D Gaussian-Gabor Feature Extraction and Selection for Hyperspectral Imagery Classification.
IEEE Trans. Geosci. Remote. Sens., 2019

Spectral-Spatial Gabor Surface Feature Fusion Approach for Hyperspectral Imagery Classification.
IEEE Trans. Geosci. Remote. Sens., 2019

Collaborative Representation-Based Multiscale Superpixel Fusion for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2019

Separable-spectral convolution and inception network for hyperspectral image super-resolution.
Int. J. Mach. Learn. Cybern., 2019

An Unsupervised Deep Learning Method for Parallel Cardiac MRI via Time-Interleaved Sampling.
CoRR, 2019

Richer and Deeper Supervision Network for Salient Object Detection.
CoRR, 2019

A Parameter-Insensitive Solution for Hybrid Compressed Sensing and Parallel Imaging.
Proceedings of the 2019 IEEE International Conference on Real-time Computing and Robotics, 2019

Statistical Fusion-Based Transfer Learning for Hyperspectral Image Classification.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Multi-Task Embedded Convolutional Neural Network for Hyperspectral Image Classification.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

T1rho Fractional-order Relaxation of Human Articular Cartilage.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Accelerating MR Imaging via Deep Chambolle-Pock Network.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018
Multiple 3-D Feature Fusion Framework for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2018

Local Binary Pattern-Based Hyperspectral Image Classification With Superpixel Guidance.
IEEE Trans. Geosci. Remote. Sens., 2018

A 3-D Gabor Phase-Based Coding and Matching Framework for Hyperspectral Imagery Classification.
IEEE Trans. Cybern., 2018

Urban Traffic Density Estimation Based on Ultrahigh-Resolution UAV Video and Deep Neural Network.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Bidirectional Long Short-Term Memory Network for Vehicle Behavior Recognition.
Remote. Sens., 2018

Saliency-based deep convolutional neural network for no-reference image quality assessment.
Multim. Tools Appl., 2018

DIMENSION: Dynamic MR Imaging with Both K-space and Spatial Prior Knowledge Obtained via Multi-Supervised Network Training.
CoRR, 2018

EML-NET: An Expandable Multi-Layer NETwork for Saliency Prediction.
CoRR, 2018

Gabor Wavelet Based Feature Extraction and Fusion for Hyperspectral and Lidar Remote Sensing Data.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Multi-Feature-Based Decision Fusion Framework for Hyperspectral Imagery Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Right for the Right Reason: Training Agnostic Networks.
Proceedings of the Advances in Intelligent Data Analysis XVII, 2018

Superpixel-Based Feature Extraction and Fusion Method for Hyperspectral and LiDAR Classification.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Extended Morphological Profile-based Gabor Wavelets for Hyperspectral Image Classification.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

2D Gabor-Based Sparse Representation Classification for Hyperspectral Imagery.
Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018

2017
Three-Dimensional Local Binary Patterns for Hyperspectral Imagery Classification.
IEEE Trans. Geosci. Remote. Sens., 2017

Superpixel-Based Multitask Learning Framework for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2017

An efficient superpixel-based sparse representation framework for hyperspectral image classification.
Int. J. Wavelets Multiresolution Inf. Process., 2017

Convolutional neural networks for hyperspectral image classification.
Neurocomputing, 2017

Gabor feature based support vector guided dictionary learning for hyperspectral image classification.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Freudian Slips: Analysing the Internal Representations of a Neural Network from Its Mistakes.
Proceedings of the Advances in Intelligent Data Analysis XVI, 2017

Three-Dimensional Surface Feature for Hyperspectral Imagery Classification.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

Gabor phase feature-based hyperspectral imagery classification.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

A Gabor feature fusion framework for hyperspectral imagery classification.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Blind high dynamic range image quality assessment using deep learning.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

2016
Data from the wild in computer vision: generating and exploiting large scale and noisy datasets.
PhD thesis, 2016

A Novel Ranking-Based Clustering Approach for Hyperspectral Band Selection.
IEEE Trans. Geosci. Remote. Sens., 2016

Gabor Cube Selection Based Multitask Joint Sparse Representation for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2016

Spatial-spectral-combined sparse representation-based classification for hyperspectral imagery.
Soft Comput., 2016

Fuzzy threshold-based uniform local binary patterns for hyperspectral imagery classification.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Superpixel-level sparse representation-based classification for hyperspectral imagery.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Three-dimensional local binary patterns for hyperspectral imagery classification.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Time Series Analysis of Garment Distributions via Street Webcam.
Proceedings of the Image Analysis and Recognition - 13th International Conference, 2016

Gender Classification by Deep Learning on Millions of Weakly Labelled Images.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

An Efficient Gabor Feature-Based Multi-task Joint Support Vector Machines Framework for Hyperspectral Image Classification.
Proceedings of the Pattern Recognition - 7th Chinese Conference, 2016

2015
Gabor Feature-Based Collaborative Representation for Hyperspectral Imagery Classification.
IEEE Trans. Geosci. Remote. Sens., 2015

Spectral-Spatial Hyperspectral Image Classification Using ℓ<sub>1/2</sub> Regularized Low-Rank Representation and Sparse Representation-Based Graph Cuts.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Learning to classify gender from four million images.
Pattern Recognit. Lett., 2015

Three-dimensional Gabor feature extraction for hyperspectral imagery classification using a memetic framework.
Inf. Sci., 2015

Measuring Gender Bias in News Images.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Hyperspectral image classification using Fisher criterion-based Gabor cube selection and multi-task joint sparse representation.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Band Selection of Hyperspectral Imagery Using a Weighted Fast Density Peak-Based Clustering Approach.
Proceedings of the Intelligence Science and Big Data Engineering. Image and Video Data Engineering, 2015

An enhanced density peak-based clustering approach for hyperspectral band selection.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Gabor feature based dictionary fusion for hyperspectral imagery classification.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

AN ℓ1/2 regularized low-rank representation for hyperspectral imagery classification.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Band selection for Gabor feature based hyperspectral palmprint recognition.
Proceedings of the International Conference on Biometrics, 2015

2014
A Two-Stage Feature Selection Framework for Hyperspectral Image Classification Using Few Labeled Samples.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Coding 3D Gabor Features for Hyperspectral Palmprint Recognition.
Proceedings of the 2014 International Conference on Medical Biometrics, Shenzhen, Guangdong, China, May 30, 2014

An effective collaborative representation algorithm for hyperspectral image classification.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Sparsity regularized nonlinear inverse reconstruction for subsampled parallel Dynamic Cardiac MRI.
Proceedings of the 19th International Conference on Digital Signal Processing, 2014

A novel feature voting model for text classification.
Proceedings of the 11th International Conference on Fuzzy Systems and Knowledge Discovery, 2014

2013
Discriminative Gabor Feature Selection for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2013

Visualization of hyperspectral imagery based on manifold learning.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Noise reduction of hyperspectral imagery based on nonlocal tensor factorization.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

A CW-SSIM distance measure-based affinity propagation for hyperspectral band selection.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012
Unsupervised Band Selection for Hyperspectral Imagery Classification Without Manual Band Removal.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012

Band selection-based Gabor wavelet feature extraction for hyperspectral imagery classification.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

Minimum variance block-based nonnegative matrix factorization algorithm for hyperspectral unmixing.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

2011
Three-Dimensional Gabor Wavelets for Pixel-Based Hyperspectral Imagery Classification.
IEEE Trans. Geosci. Remote. Sens., 2011

Hyperspectral Unmixing via $L_{1/2}$ Sparsity-Constrained Nonnegative Matrix Factorization.
IEEE Trans. Geosci. Remote. Sens., 2011

On analysis of k-t BLAST for dynamic MRI.
Proceedings of the 9th IEEE International Conference on Control and Automation, 2011

2010
Towards a Memetic Feature Selection Paradigm [Application Notes].
IEEE Comput. Intell. Mag., 2010

Feature extraction and selection hybrid algorithm for hyperspectral imagery classification.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Regularized logistic regression method for change detection in multispectral data via Pathwise Coordinate optimization.
Proceedings of the International Conference on Image Processing, 2010

Hierarchical alternating least squares algorithm with Sparsity Constraint for hyperspectral unmixing.
Proceedings of the International Conference on Image Processing, 2010

L1/2 Sparsity Constrained Nonnegative Matrix Factorization for Hyperspectral Unmixing.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010

Affinity propagation based memetic band selection on hyperspectral imagery datasets.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Sparse nonnegative matrix factorization with the elastic net.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine, 2010

2009
Constrained Nonnegative Matrix Factorization for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2009

2008
Band Selection for Hyperspectral Imagery Using Affinity Propagation.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2008

2007
Spectral and Spatial Complexity-Based Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2007

Mrf-ICA Mixture Model for Hyperspectral Imagery Unmixing.
Int. J. Wavelets Multiresolution Inf. Process., 2007

A Complexity Constrained Nonnegative Matrix Factorization for Hyperspectral Unmixing.
Proceedings of the Independent Component Analysis and Signal Separation, 2007

2006
MRF Based Spatial Complexity for Hyperspectral Imagery Unmixing.
Proceedings of the Structural, 2006

Improved Stone's Complexity Pursuit for Hyperspectral Imagery Unmixing.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Segmental Semi-Markov Model Based Online Series Pattern Detection Under Arbitrary Time Scaling.
Proceedings of the Advanced Data Mining and Applications, Second International Conference, 2006

2005
An MRF-ICA Based Algorithm for Image Separation.
Proceedings of the Advances in Natural Computation, First International Conference, 2005

2004
An Advanced Segmental Semi-Markov Model Based Online Series Pattern Detection.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

A Kernel Fractional-Step Nonlinear Discriminant Analysis for Pattern Recognition.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Modified kernel-based nonlinear feature extraction [face recognition example].
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004


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