Sen Jia

发表

Gabor Feature-Based Collaborative Representation for Hyperspectral Imagery Classification

Sen Jia, L. Shen, Qingquan Li, 2015, IEEE Transactions on Geoscience and Remote Sensing.

Band Selection of Hyperspectral Imagery Using a Weighted Fast Density Peak-Based Clustering Approach

Sen Jia, Guihua Tang, Jie Hu, 2015, IScIDE.

Sparse nonnegative matrix factorization with the elastic net

LinLin Shen, Sen Jia, Xianghua Fu, 2010, 2010 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Regularized logistic regression method for change detection in multispectral data via Pathwise Coordinate optimization

Sen Jia, Yuntao Qian, Jiming Li, 2010, 2010 IEEE International Conference on Image Processing.

Hyperspectral Unmixing via $L_{1/2}$ Sparsity-Constrained Nonnegative Matrix Factorization

Jun Zhou, Sen Jia, Antonio Robles-Kelly, 2011, IEEE Transactions on Geoscience and Remote Sensing.

Multiple Feature-Based Superpixel-Level Decision Fusion for Hyperspectral and LiDAR Data Classification

Sen Jia, Jun Zhou, Xiuping Jia, 2021, IEEE Transactions on Geoscience and Remote Sensing.

Measuring Gender Bias in News Images

Nello Cristianini, Sen Jia, Thomas Lansdall-Welfare, 2015, WWW.

Towards a Memetic Feature Selection Paradigm [Application Notes]

Zhen Ji, Zexuan Zhu, Sen Jia, 2010, IEEE Computational Intelligence Magazine.

A Two-Stage Feature Selection Framework for Hyperspectral Image Classification Using Few Labeled Samples

Qingquan Li, LinLin Shen, Zexuan Zhu, 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Gender Classification by Deep Learning on Millions of Weakly Labelled Images

Nello Cristianini, Sen Jia, Thomas Lansdall-Welfare, 2016, 2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW).

Three-Dimensional Local Binary Patterns for Hyperspectral Imagery Classification

Qingquan Li, Jiasong Zhu, Sen Jia, 2016, IEEE Transactions on Geoscience and Remote Sensing.

2D Gabor-Based Sparse Representation Classification for Hyperspectral Imagery

Sen Jia, Kuilin Wu, 2018, 2018 Digital Image Computing: Techniques and Applications (DICTA).

Multiple 3-D Feature Fusion Framework for Hyperspectral Image Classification

Qingquan Li, Jiasong Zhu, Sen Jia, 2018, IEEE Transactions on Geoscience and Remote Sensing.

Deep low-Rank plus sparse network for dynamic MR imaging pdf

Sen Jia, Ziwen Ke, Dong Liang, 2020, Medical Image Anal..

Learning to classify gender from four million images

Nello Cristianini, Sen Jia, N. Cristianini, 2015, Pattern Recognit. Lett..

Constrained Nonnegative Matrix Factorization for Hyperspectral Unmixing

Sen Jia, Yuntao Qian, Y. Qian, 2009, IEEE Transactions on Geoscience and Remote Sensing.

Minimum variance block-based nonnegative matrix factorization algorithm for hyperspectral unmixing

Sen Jia, Yuntao Qian, Lin Deng, 2012, 2012 4th Workshop on Hyperspectral Image and Signal Processing (WHISPERS).

Time Series Analysis of Garment Distributions via Street Webcam

Nello Cristianini, Sen Jia, Thomas Lansdall-Welfare, 2016, ICIAR.

Parameter optimization framework on wave gradients of Wave‐CAIPI imaging

Sen Jia, Dong Liang, Haifeng Wang, 2019, Magnetic resonance in medicine.

Three-Dimensional Surface Feature for Hyperspectral Imagery Classification

Meng Zhang, Sen Jia, Jie Hu, 2017, ICONIP.

Visualization of hyperspectral imagery based on manifold learning

Sen Jia, Minchao Ye, Yuntao Qian, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

Statistical Fusion-Based Transfer Learning for Hyperspectral Image Classification

Jiasong Zhu, Sen Jia, Xiaomei Liu, 2019, IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium.

Gabor feature based support vector guided dictionary learning for hyperspectral image classification

Jun Li, Qiang Huang, Sen Jia, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

L1/2 Sparsity Constrained Nonnegative Matrix Factorization for Hyperspectral Unmixing

Jun Zhou, Sen Jia, Yuntao Qian, 2010, 2010 International Conference on Digital Image Computing: Techniques and Applications.

Superpixel-Level Weighted Label Propagation for Hyperspectral Image Classification

Sen Jia, Jun Zhou, Xiuping Jia, 2020, IEEE Transactions on Geoscience and Remote Sensing.

Gabor phase feature-based hyperspectral imagery classification

LinLin Shen, Sen Jia, Lin Deng, 2017, 2017 IEEE International Conference on Multimedia and Expo (ICME).

Richer and Deeper Supervision Network for Salient Object Detection pdf

Sen Jia, Neil D. B. Bruce, Sen Jia, 2019, ArXiv.

Fuzzy threshold-based uniform local binary patterns for hyperspectral imagery classification

Sen Jia, Jie Hu, Lin Deng, 2016, 2016 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

On analysis of k-t BLAST for dynamic MRI

Sen Jia, Ran Yang, 2011, 2011 9th IEEE International Conference on Control and Automation (ICCA).

Design of explicit model-following flight control system based on LQR for unmanned helicopter

Sen Jia, Liang Xue, Xin-Hua Wang, 2017 .

Gabor Wavelet Based Feature Extraction and Fusion for Hyperspectral and Lidar Remote Sensing Data

Jiasong Zhu, Meng Zhang, Sen Jia, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Affinity propagation based memetic band selection on hyperspectral imagery datasets

Zhen Ji, Zexuan Zhu, Sen Jia, 2010, IEEE Congress on Evolutionary Computation.

Analysis of generalized rosette trajectory for compressed sensing MRI.

Cishen Zhang, Sen Jia, Jingxin Zhang, 2015, Medical physics.

Discriminative Gabor Feature Selection for Hyperspectral Image Classification

Jiasong Zhu, LinLin Shen, Yiwen Sun, 2013, IEEE Geoscience and Remote Sensing Letters.

Three-Dimensional Gabor Wavelets for Pixel-Based Hyperspectral Imagery Classification

LinLin Shen, Sen Jia, L. Shen, 2011, IEEE Transactions on Geoscience and Remote Sensing.

Modified kernel-based nonlinear feature extraction [face recognition example]

Sen Jia, Yuntao Qian, Guang Dai, 2004, 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing.

How Much Position Information Do Convolutional Neural Networks Encode? pdf

Sen Jia, Neil D. B. Bruce, Md. Amirul Islam, 2020, ICLR.

T1rho Fractional-order Relaxation of Human Articular Cartilage*

Dong Liang, Sen Jia, Jing Cheng, 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

MRF Based Spatial Complexity for Hyperspectral Imagery Unmixing

Sen Jia, Yuntao Qian, 2006, SSPR/SPR.

Feature extraction and selection hybrid algorithm for hyperspectral imagery classification

Zhen Ji, Sen Jia, Yuntao Qian, 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

An enhanced density peak-based clustering approach for hyperspectral band selection

Jun Li, Sen Jia, Guihua Tang, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Deep Low-rank Prior in Dynamic MR Imaging pdf

Hairong Zheng, Sen Jia, Leslie Ying, 2020, ArXiv.

Revisiting Saliency Metrics: Farthest-Neighbor Area Under Curve

Sen Jia, Neil D.B. Bruce, 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Unsupervised Band Selection for Hyperspectral Imagery Classification Without Manual Band Removal

LinLin Shen, Zhen Ji, Sen Jia, 2012, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Spectral–Spatial Hyperspectral Image Classification Using $\ell_{1/2}$ Regularized Low-Rank Representation and Sparse Representation-Based Graph Cuts

Qingquan Li, Sen Jia, Xiujun Zhang, 2015, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Accelerating MR Imaging via Deep Chambolle-Pock Network*

Dong Liang, Yuchou Chang, Sen Jia, 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Separable-spectral convolution and inception network for hyperspectral image super-resolution

Lianru Gao, Sen Jia, Qiong Ran, 2019, Int. J. Mach. Learn. Cybern..

Band Selection for Hyperspectral Imagery Using Affinity Propagation

Zhen Ji, Sen Jia, Yuntao Qian, 2008, 2008 Digital Image Computing: Techniques and Applications.

A kernel fractional-step nonlinear discriminant analysis for pattern recognition

Sen Jia, Yuntao Qian, Guang Dai, 2004, Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004..

Superpixel-Based Multitask Learning Framework for Hyperspectral Image Classification

Qingquan Li, Jiasong Zhu, Bin Deng, 2017, IEEE Transactions on Geoscience and Remote Sensing.

Sparsity regularized nonlinear inverse reconstruction for subsampled parallel Dynamic Cardiac MRI

Sen Jia, Ran Yang, Haowen Pu, 2014, 2014 19th International Conference on Digital Signal Processing.

A hybrid online series pattern detection algorithm

Sen Jia, Yuntao Qian, Guang Dai, 2004, Fifth World Congress on Intelligent Control and Automation (IEEE Cat. No.04EX788).

Hyperspectral image classification using Fisher criterion-based Gabor cube selection and multi-task joint sparse representation

LinLin Shen, Sen Jia, Lin Deng, 2015, 2015 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

One-Stop MR Neurovascular Vessel Wall Imaging With a 48-Channel Coil System at 3 T

Sen Jia, Yanjie Zhu, Jun Xia, 2019, IEEE Transactions on Biomedical Engineering.

Multiscale superpixel-based fusion framework for hyperspectral image classification

Sen Jia, Kuilin Wu, Xianglong Deng, 2018, 2018 Fifth International Workshop on Earth Observation and Remote Sensing Applications (EORSA).

Right for the Right Reason: Training Agnostic Networks pdf

Nello Cristianini, Sen Jia, Thomas Lansdall-Welfare, 2018, IDA.

A Parameter-Insensitive Solution for Hybrid Compressed Sensing and Parallel Imaging

Sen Jia, Ye Li, Jing Cheng, 2019, 2019 IEEE International Conference on Real-time Computing and Robotics (RCAR).

An MRF-ICA Based Algorithm for Image Separation

Sen Jia, Yuntao Qian, 2005, ICNC.

Hierarchical alternating least squares algorithm with Sparsity Constraint for hyperspectral unmixing

Sen Jia, Yan Li, Yuntao Qian, 2010, 2010 IEEE International Conference on Image Processing.

Three-dimensional local binary patterns for hyperspectral imagery classification

Qingquan Li, Jiasong Zhu, Sen Jia, 2017, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Improved parallel image reconstruction using feature refinement

Dong Liang, Sen Jia, Yuanyuan Liu, 2018, Magnetic resonance in medicine.

Freudian Slips: Analysing the Internal Representations of a Neural Network from Its Mistakes

Nello Cristianini, Sen Jia, Thomas Lansdall-Welfare, 2017, IDA.

A Novel Ranking-Based Clustering Approach for Hyperspectral Band Selection

Qingquan Li, Jiasong Zhu, Sen Jia, 2016, IEEE Transactions on Geoscience and Remote Sensing.

An Unsupervised Deep Learning Method for Parallel Cardiac MRI via Time-Interleaved Sampling pdf

Hairong Zheng, Sen Jia, Leslie Ying, 2019, ArXiv.

Thin cloud removal from optical remote sensing images using the noise-adjusted principal components transform

Mark R. Pickering, Sen Jia, Xiuping Jia, 2019, ISPRS Journal of Photogrammetry and Remote Sensing.

An Efficient Gabor Feature-Based Multi-task Joint Support Vector Machines Framework for Hyperspectral Image Classification

Bin Deng, Sen Jia, Sen Jia, 2016, CCPR.

AN ℓ1/2 regularized low-rank representation for hyperspectral imagery classification

Sen Jia, Xiujun Zhang, Lin Deng, 2015, 2015 IEEE International Conference on Image Processing (ICIP).

Cascade Superpixel Regularized Gabor Feature Fusion for Hyperspectral Image Classification

Jiasong Zhu, Sen Jia, Zhijie Lin, 2020, IEEE Transactions on Neural Networks and Learning Systems.

Mrf-ICA Mixture Model for Hyperspectral Imagery Unmixing

Sen Jia, Yuntao Qian, Y. Qian, 2007, Int. J. Wavelets Multiresolution Inf. Process..

An efficient superpixel-based sparse representation framework for hyperspectral image classification

Bin Deng, Qiang Huang, Sen Jia, 2017, Int. J. Wavelets Multiresolution Inf. Process..

Band selection for Gabor feature based hyperspectral palmprint recognition

LinLin Shen, Sen Jia, Meng Yang, 2015, 2015 International Conference on Biometrics (ICB).

Improved Stone’s Complexity Pursuit for Hyperspectral Imagery Unmixing

Sen Jia, Yuntao Qian, Y. Qian, 2006, 18th International Conference on Pattern Recognition (ICPR'06).

Superpixel-Based Feature Extraction and Fusion Method for Hyperspectral and LiDAR Classification

Meng Zhang, Qiang Huang, Sen Jia, 2018, 2018 24th International Conference on Pattern Recognition (ICPR).

EML-NET: An Expandable Multi-Layer NETwork for Saliency Prediction pdf

Sen Jia, Sen Jia, 2018, Image Vis. Comput..

Noise reduction of hyperspectral imagery based on nonlocal tensor factorization

Sen Jia, Minchao Ye, Yuntao Qian, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

Feature Selection Technique for Hyperspectral Imagery Classification with Noise Reduction Preprocessing

Zhen Ji, Zexuan Zhu, Sen Jia, 2010, 2010 Chinese Conference on Pattern Recognition (CCPR).

An effective collaborative representation algorithm for hyperspectral image classification

LinLin Shen, Sen Jia, Lin Deng, 2014, 2014 IEEE International Conference on Multimedia and Expo (ICME).

Blind high dynamic range image quality assessment using deep learning

Sen Jia, David R. Bull, Yang Zhang, 2017, 2017 IEEE International Conference on Image Processing (ICIP).

Convolutional neural networks for hyperspectral image classification

Sen Jia, Shiqi Yu, Chunyan Xu, 2017, Neurocomputing.

3D-Gabor-Based Feature Selection Via Enhanced Fast Density-Peak-Based Clustering

Sen Jia, Jiayue Zhuang, Sen Jia, 2018, 2018 Fifth International Workshop on Earth Observation and Remote Sensing Applications (EORSA).

Optimized design of high-flux 2D magneto-optical trapping

Sen Jia, Xianhua Wang, Wei Song, 2019, International Symposium on Advanced Optical Manufacturing and Testing Technologies (AOMATT).

Joint spatial and spectral analysis for remote sensing image classification

Sen Jia, Linlin Shen, L. Shen, 2011, International Symposium on Multispectral Image Processing and Pattern Recognition.

Deep Metric Learning-Based Feature Embedding for Hyperspectral Image Classification

Bin Deng, Sen Jia, Daming Shi, 2020, IEEE Transactions on Geoscience and Remote Sensing.

Improving GRAPPA reconstruction using joint nonlinear kernel mapped and phase conjugated virtual coils.

Dong Liang, Sen Jia, Chao Zou, 2019, Physics in medicine and biology.

Deep Learning based Monocular Depth Prediction: Datasets, Methods and Applications pdf

Jiasong Zhu, Sen Jia, Qing Li, 2020, ArXiv.

A 3-D Gabor Phase-Based Coding and Matching Framework for Hyperspectral Imagery Classification

Qingquan Li, Jiasong Zhu, Sen Jia, 2018, IEEE Transactions on Cybernetics.

Three-dimensional Gabor feature extraction for hyperspectral imagery classification using a memetic framework

Yiwen Sun, Zexuan Zhu, Sen Jia, 2015, Inf. Sci..

A novel feature voting model for text classification

Sen Jia, Lin Deng, Jinquan Liang, 2014, 2014 11th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD).

Urban Traffic Density Estimation Based on Ultrahigh-Resolution UAV Video and Deep Neural Network

Qingquan Li, Jiasong Zhu, Sen Jia, 2018, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Local Binary Pattern-Based Hyperspectral Image Classification With Superpixel Guidance

Qingquan Li, Jiasong Zhu, Bin Deng, 2018, IEEE Transactions on Geoscience and Remote Sensing.

Data from the wild in computer vision: generating and exploiting large scale and noisy datasets

Sen Jia, 2016 .

Bidirectional Long Short-Term Memory Network for Vehicle Behavior Recognition

Jiasong Zhu, Sen Jia, Guoping Qiu, 2018, Remote. Sens..

Extended Morphological Profile-based Gabor Wavelets for Hyperspectral Image Classification

Sen Jia, Huimin Xie, Xianglong Deng, 2018, 2018 24th International Conference on Pattern Recognition (ICPR).

Band selection-based Gabor wavelet feature extraction for hyperspectral imagery classification

LinLin Shen, Sen Jia, Lin Deng, 2012, 2012 4th Workshop on Hyperspectral Image and Signal Processing (WHISPERS).

Gabor Cube Selection Based Multitask Joint Sparse Representation for Hyperspectral Image Classification

Qingquan Li, LinLin Shen, Sen Jia, 2016, IEEE Transactions on Geoscience and Remote Sensing.

Multi-Feature-Based Decision Fusion Framework for Hyperspectral Imagery Classification

Sen Jia, Junjian Xian, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Segmental Semi-Markov Model Based Online Series Pattern Detection Under Arbitrary Time Scaling

Sen Jia, Yuntao Qian, Guangjie Ling, 2006, ADMA.

Gabor feature based dictionary fusion for hyperspectral imagery classification

LinLin Shen, Sen Jia, Guihua Tang, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Saliency-based deep convolutional neural network for no-reference image quality assessment

Sen Jia, Yang Zhang, Sen Jia, 2018, Multimedia Tools and Applications.

Computer-aided diagnosis of early knee osteoarthritis based on MRI T2 mapping.

Sen Jia, Ran Yang, Yixiao Wu, 2014, Bio-medical materials and engineering.

Spatial-spectral-combined sparse representation-based classification for hyperspectral imagery

Jiasong Zhu, Sen Jia, Guihua Tang, 2016, Soft Comput..

Spectral–Spatial Gabor Surface Feature Fusion Approach for Hyperspectral Imagery Classification

Jiasong Zhu, Sen Jia, Xiuping Jia, 2019, IEEE Transactions on Geoscience and Remote Sensing.

DIMENSION: Dynamic MR imaging with both k‐space and spatial prior knowledge obtained via multi‐supervised network training

Dong Liang, Sen Jia, Hairong Zheng, 2018, NMR in biomedicine.

A Complexity Constrained Nonnegative Matrix Factorization for Hyperspectral Unmixing

Sen Jia, Yuntao Qian, Y. Qian, 2007, ICA.

3-D Gaussian–Gabor Feature Extraction and Selection for Hyperspectral Imagery Classification

Jiasong Zhu, Jun Zhou, Sen Jia, 2019, IEEE Transactions on Geoscience and Remote Sensing.

Fast T1 mapping of the brain at high field using Look-Locker and fast imaging.

Sen Jia, Yanjie Zhu, Xin Liu, 2017, Magnetic resonance imaging.

A Lightweight Convolutional Neural Network for Hyperspectral Image Classification

Sen Jia, Qingquan Li, Jun Zhou, 2021, IEEE Transactions on Geoscience and Remote Sensing.

Multi-Task Embedded Convolutional Neural Network for Hyperspectral Image Classification

Sen Jia, Zhijie Lin, Bin Deng, 2019, 2019 IEEE International Conference on Multimedia and Expo (ICME).

Spectral–spatial classification of hyperspectral remote sensing image based on capsule network

Baojun Zhao, Sen Jia, Fan Feng, 2019, The Journal of Engineering.

Coding 3D Gabor Features for Hyperspectral Palmprint Recognition

LinLin Shen, Sen Jia, Wenfeng Wu, 2014, 2014 International Conference on Medical Biometrics.

An advanced segmental semi-Markov model based online series pattern detection

Sen Jia, Yuntao Qian, Guang Dai, 2004, Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004..

A CW-SSIM distance measure-based affinity propagation for hyperspectral band selection

Sen Jia, Lin Deng, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

Memetic Ant Colony Optimization for Band Selection of Hyperspectral Imagery Classification

Zhen Ji, Zexuan Zhu, Sen Jia, 2010, 2010 Chinese Conference on Pattern Recognition (CCPR).

Integration of Spatial and Spectral Information by Means of Sparse Representation-Based Classification for Hyperspectral Imagery

Zexuan Zhu, Sen Jia, Yao Xie, 2015 .

Collaborative Representation-Based Multiscale Superpixel Fusion for Hyperspectral Image Classification

Jiasong Zhu, Sen Jia, Xiuping Jia, 2019, IEEE Transactions on Geoscience and Remote Sensing.

A global and local feature weighted method for ancient murals inpainting

Sen Jia, Qingquan Li, Huan Wang, 2020, Int. J. Mach. Learn. Cybern..

A Gabor feature fusion framework for hyperspectral imagery classification

Bin Deng, Sen Jia, Lin Deng, 2017, 2017 IEEE International Conference on Image Processing (ICIP).

Spectral and Spatial Complexity-Based Hyperspectral Unmixing

Sen Jia, Yuntao Qian, Y. Qian, 2007, IEEE Transactions on Geoscience and Remote Sensing.

Position, Padding and Predictions: A Deeper Look at Position Information in CNNs pdf

Sen Jia, Konstantinos G. Derpanis, Neil D. B. Bruce, 2021, ArXiv.