Sen Jia
Orcid: 0000-0001-7104-034X
According to our database1,
Sen Jia
authored at least 171 papers
between 2004 and 2024.
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Bibliography
2024
IEEE Trans. Medical Imaging, October, 2024
Int. J. Comput. Vis., September, 2024
IEEE Trans. Neural Networks Learn. Syst., January, 2024
Spatial-Temporal Siamese Convolutional Neural Network for Subsurface Temperature Reconstruction.
IEEE Trans. Geosci. Remote. Sens., 2024
IEEE Trans. Geosci. Remote. Sens., 2024
IEEE Trans. Geosci. Remote. Sens., 2024
IEEE Trans. Geosci. Remote. Sens., 2024
SQformer: Spectral-Query Transformer for Hyperspectral Image Arbitrary-Scale Super-Resolution.
IEEE Trans. Geosci. Remote. Sens., 2024
IEEE Trans. Geosci. Remote. Sens., 2024
LGCT: Local-Global Collaborative Transformer for Fusion of Hyperspectral and Multispectral Images.
IEEE Trans. Geosci. Remote. Sens., 2024
2023
IEEE Trans. Medical Imaging, December, 2023
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
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
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
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
CoRR, 2023
Revisiting Knowledge Graph Embedding: An Alternative Solution to Biased Visual Scene Graphs.
Proceedings of the International Conference on Machine Learning and Applications, 2023
MCARNet: Mixed Convolution-Attention-Residual Network for Hyperspectral Image Classification of Cholangiocarcinoma.
Proceedings of the 2023 12th International Conference on Computing and Pattern Recognition, 2023
2022
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
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
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Fusion of Hyperspectral and Multispectral Images Accounting for Localized Inter-Image Changes.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
SPIRiT-Diffusion: SPIRiT-driven Score-Based Generative Modeling for Vessel Wall imaging.
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
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
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
IEEE Trans. Geosci. Remote. Sens., 2021
IEEE Trans. Geosci. Remote. Sens., 2021
Deep Amended Gradient Descent for Efficient Spectral Reconstruction From Single RGB Images.
IEEE Trans. Computational Imaging, 2021
IEEE Trans. Computational Imaging, 2021
IEEE Trans. Computational Imaging, 2021
A survey: Deep learning for hyperspectral image classification with few labeled samples.
Neurocomputing, 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
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
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
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
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
IEEE Trans. Geosci. Remote. Sens., 2020
IEEE Trans. Geosci. Remote. Sens., 2020
IEEE Trans. Biomed. Eng., 2020
Int. J. Mach. Learn. Cybern., 2020
Image Vis. Comput., 2020
CoRR, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
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
Proceedings of the 2019 IEEE International Conference on Real-time Computing and Robotics, 2019
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
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
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
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
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
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
Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018
2017
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
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
Proceedings of the Neural Information Processing - 24th International Conference, 2017
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
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
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
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the Image Analysis and Recognition - 13th International Conference, 2016
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
Three-dimensional Gabor feature extraction for hyperspectral imagery classification using a memetic framework.
Inf. Sci., 2015
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
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
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
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
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
Proceedings of the 11th International Conference on Fuzzy Systems and Knowledge Discovery, 2014
2013
IEEE Geosci. Remote. Sens. Lett., 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
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
Proceedings of the 9th IEEE International Conference on Control and Automation, 2011
2010
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
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine, 2010
2009
IEEE Trans. Geosci. Remote. Sens., 2009
2008
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2008
2007
IEEE Trans. Geosci. Remote. Sens., 2007
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
Proceedings of the Structural, 2006
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
Proceedings of the Advances in Natural Computation, First International Conference, 2005
2004
Proceedings of the 17th International Conference on Pattern Recognition, 2004
Proceedings of the 17th International Conference on Pattern Recognition, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004