期刊论文:

1

3-D Gabor Convolutional Neural Network for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing  (2021) 中科院大类一区,小类二区
Sen Jia Jianhui Liao Meng Xu Yan Li Jiasong Zhu Xiuping Jia Qingquan Li   [code]

2

Shearlet-based Structure-Aware Filtering for Hyperspectral and LiDAR Data Classification

Journal of Remote Sensing  (2021) 中科院一区
Sen Jia Zhangwei Zhan Meng Xu   [PDF]   [code]

3

A Survey: Deep Learning for Hyperspectral Image Classification with Few Labeled Samples

Neurocomputing  (2021) 中科院二区
Sen Jia Shuguo Jiang Zhijie Lin Nanying Li Meng Xu Shiqi Yu   [code link]

4

Flexible Gabor-based Superpixel-level Unsupervised LDA for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing  (2021) 中科院大类一区,小类二区
Sen Jia Qingqing Zhao Jiayue Zhuang Dingding Tang Yaqian Long Meng Xu Jun Zhou Qingquan Li   [code link]

5

A Lightweight Convolutional Neural Network for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing  (2020) 中科院大类一区,小类二区
Sen Jia Zhijie Lin Meng Xu Jun Zhou Qiang Huang Xiuping Jia Qingquan Li   [PDF]   [code]

6

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

IEEE Transactions on Geoscience and Remote Sensing  (2020) 中科院大类一区,小类二区
Sen Jia Zhangwei Zhan Meng Zhang Meng Xu Qiang Huang Jun Zhou Xiuping Jia   [PDF]   [code]

7

Deep Metric Learning-Based Feature Embedding for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing  (2020) 中科院大类一区,小类二区
Bin Deng Sen Jia Daming Shi

8

Cascade superpixel regularized Gabor feature fusion for hyperspectral image classification

IEEE Transactions on Neural Networks and Learning Systems  (2019) 中科院大小类一区
Sen Jia Zhijie Lin Bin Deng Jiasong Zhu Qingquan Li

9

3-D Gaussian-Gabor feature extraction and selection for hyperspectral imagery classification

IEEE Transactions on Geoscience and Remote Sensing  (2019) 中科院大类一区,小类二区
Sen Jia Jiayue Zhuang Lin Deng Jiasong Zhu Meng Xu Jun Zhou Xiuping Jia

10

Collaborative representation-based multiscale superpixel fusion for hyperspectral image classification

IEEE Transactions on Geoscience and Remote Sensing  (2019) 中科院大类一区,小类二区
Sen Jia Xianglong Deng Jiasong Zhu Meng Xu Jun Zhou Xiuping Jia

11

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

ISPRS Journal of Photogrammetry and Remote Sensing  (2019) 中科院大小类一区
Meng Xu Xiuping Jia Pickering Mark Sen Jia

12

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

IEEE Transactions on Geoscience and Remote Sensing  (2019) 中科院大类一区,小类二区
Sen Jia Kuilin Wu Jiasong Zhu Xiuping Jia

13

面向高光谱图像分类的超像素级Gabor特征融合方法研究

信息工程大学学报  (2018) 中科院核心期刊
Sen Jia Kuilin Wu Jiasong Zhu Qingquan Li

14

Multiple 3-D Feature Fusion Framework for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing  (2018) 中科院大类一区,小类二区
Jiasong Zhu Jie Hu Sen Jia Xiuping Jia Qingquan Li

15

Local Binary Pattern-Based Hy- perspectral Image Classification With Superpixel Guidance

IEEE Transactions on Geoscience and Remote Sensing  (2018) 中科院大类一区,小类二区
Sen Jia Bin Deng Jiasong Zhu Xiuping Jia Qingquan Li

16

A 3D Gabor phase-based coding and matching framework for hyperspectral imagery classification

IEEE Transactions on Cybernetics  (2018) 中科院大小类一区
Sen Jia Linlin Shen Jiasong Zhu Qingquan Li

17

An efficient superpixel-based sparse representation frame- work for hyperspectral image classification

International Journal of Wavelets, Multiresolution and Information Processing  (2017) 中科院四区
Sen Jia Bin Deng Qiang Huang

18

Superpixel-based Multi-task Learning Framework for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing  (2017) 中科院大类一区,小类二区
Sen Jia Bin Deng Jiasong Zhu Xiuping Jia Qingquan Li

19

Three-Dimensional Local Binary Pat- terns for Hyperspectral Imagery Classification

IEEE Transactions on Geoscience and Remote Sensing  (2017) 中科院大类一区,小类二区
Sen Jia Jie Hu Jiasong Zhu Xiuping Jia Qingquan Li

20

Convolutional Neural Networks for Hyperspectral Image Classification

Neurocomputing  (2017) 中科院二区
Shiqi Yu Sen Jia Chunyan Xu

21

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

IEEE Transactions on Geoscience and Remote Sensing  (2016) 中科院大类一区,小类二区
Sen Jia Jie Hu Yao Xie Linlin Shen Xiuping Jia Qingquan Li

22

A Novel Ranking-Based Clustering Approach for Hyperspectral Band Selection

IEEE Transactions on Geoscience and Remote Sensing  (2016) 中科院大类一区,小类二区
Sen Jia Guihua Tang Jiasong Zhu Qingquan Li   [code link]

23

Spatial-Spectral-Combined Sparse Representation- based Classification for Hyperspectral Imagery

Soft Computing  (2016) 中科院二区
Sen Jia Yao Xie Guihua Tang Jiasong Zhu

24

Spectral-Spatial Hyperspectral Image Classification Using l1/2 Regularized Low-Rank Representation and Sparse Representation-based Graph Cuts

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS)  (2015) 中科院二区
Sen Jia Xiujun Zhang Qingquan Li

25

Gabor Feature-based Collaborative Representation for Hyperspectral Imagery Classification

IEEE Transactions on Geoscience and Remote Sensing  (2015) 中科院大类一区,小类二区
Sen Jia Linlin Shen Qingquan Li

26

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

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS)  (2014) 中科院二区
Sen Jia Zexuan Zhu Linlin Shen Qingquan Li

27

Unsupervised Band Selection for Hyperspectral Imagery Classification Without Manual Band Removal

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing  (2012) 中科院二区
Sen Jia Zhen Ji Yuntao Qian Linlin Shen

28

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

IEEE Transactions on Geoscience and Remote Sensing  (2011) 中科院大类一区,小类二区
Linlin Shen Sen Jia

29

Hyper- spectral Unmixing Via L1/2 Sparsity Constrained Nonnegative Matrix Factorization

IEEE Transactions on Geoscience and Remote Sensing  (2011) 中科院大类一区,小类二区
Yuntao Qian Sen Jia Jun Zhou Antonio Robles-Kelly

30

Constrained Nonnegative Matrix Factorization for Hyperspectral Unmixing

IEEE Transactions on Geoscience and Remote Sensing  (2009) 中科院大类一区,小类二区
Sen Jia Yuntao Qian

31

Spectral and spatial character-based hyperspectral unmixing

信息工程大学学报  (2009) 中科院核心期刊
Sen Jia Yuntao Qian Zhen Ji Linlin Shen

32

Spectral and Spatial Complexity-Based Hyperspectral Unmixing

IEEE Transactions on Geoscience and Remote Sensing  (2007) 中科院大类一区,小类二区
Sen Jia Yuntao Qian

33

MRF-ICA Mixture Models for Unmixing of Hyperspectral Images

International Journal of Wavelets, Multiresolution and Information Processing  (2007) 中科院四区
Sen Jia Yuntao Qian

会议论文:

1

2D Gabor-based Sparse Representation Classification for Hyperspectral Imagery

International Conference on Digital Image Computing: Techniques and Applications  (DICTA  2020)

2

Multi-task embedded convolutional neural network for hyperspectral image classification

IEEE International Conference on Multimedia and Expo  (ICME  2019)  CCF B 类

3

Statistical fusion-based transfer learning for hyperspectral image classification

IEEE International Geoscience and Remote Sensing Symposium  (IGRASS  2019)

4

2D Gabor-based Sparse Representation Classification for Hy- perspectral Imagery

International Conference on Digital Image Computing: Techniques and Applications  (DICTA  2018)

5

Extended Morphological Profile-based Gabor Wavelets for Hyperspectral Image Classification

International Conference on Pattern Recognition  (ICPR  2018)  CCF c 类

6

Superpixel-Based Feature Extraction and Fusion Method for Hyper- spectral and LiDAR Classification

International Conference on Pattern Recognition  (ICPR  2018)  CCF c 类

7

Multi-feature-based Decision Fusion Framework for Hyperspectral Imagery Classification

IEEE International Geoscience and Remote Sensing Symposium  (IGRASS  2018)

8

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

IEEE International Geoscience and Remote Sensing Symposium  (IGRASS  2018)

9

Multi-task embedded convolutional neural network for hyperspectral image classification

IEEE International Conference on Multimedia and Expo  (ICME  2018)  CCF B 类

10

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

Earth Observation and Remote Sensing Applications  (EORSA  2018)

11

Multiscale superpixel-based fusion framework for hyper- spectral image classification

Earth Observation and Remote Sensing Applications  (EORSA  2018)

12

Transfer Learning for Hyperspectral Image Classification by Using Correlation Alignment

Earth Observation and Remote Sensing Applications  (EORSA  2018)

13

Three-Dimensional Surface Feature for Hyperspectral Imagery Classification

International Conference on Neural Information Processing  (ICONIP  2017)  CCF C 类

14

Three-Dimensional Surface Feature for Hyperspectral Imagery Classification

International Conference on Neural Information Processing  (ICONIP  2017)  CCF C 类

15

Gabor phase feature-based hyperspectral imagery classification

IEEE International Conference on Multimedia and Expo  (ICME  2017)  CCF B 类

16

A Gabor feature fusion framework for hy- perspectral imagery classification

IEEE International Conference on Image Processing  (ICIP  2017)  CCF C 类

17

A Gabor feature fusion framework for hyperspectral imagery classification

IEEE International Conference on Image Processing  (ICIP  2017)  CCF C 类

18

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

IEEE International Geoscience and Remote Sensing Symposium  (IGRASS  2017)

19

Gabor phase feature-based hyperspectral imagery classification

IEEE International Conference on Multimedia and Expo  (ICME  2017)  CCF B 类

20

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

Chinese Conference on Pattern Recognition  (CCPR  2016)

21

Fuzzy Threshold-Based Uniform Local Binary Patterns For Hyperspectral Imagery Classification

Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing  (WHISPERS  2016)

22

Superpixel-Level Sparse Representation-Based Classification For Hyperspectral Imagery

IEEE International Geoscience and Remote Sensing Symposium  (IGRASS  2016)

23

Three-Dimensional Local Binary Patterns For Hyperspectral Imagery Classification

IEEE International Geoscience and Remote Sensing Symposium  (IGRASS  2016)

24

An l1/2 Regularized Low-Rank Representation for Hyperspectral Imagery Classification

IEEE International Conference on Image Processing  (ICIP  2015)  CCF C 类

25

Gabor Feature Based Dictionary Fusion For Hyperspectral Imagery Classification

IEEE International Geoscience and Remote Sensing Symposium  (IGRASS  2015)

26

An enhanced density Peak-based Clustering approach for Hyperspectral Band selection

IEEE International Geoscience and Remote Sensing Symposium  (IGRASS  2015)

27

Band selection of hyperspectral imagery using a weighted fast density peak-based clustering approach

International Conference on Intelligence Science and Big Data Engineering  (IScIDE  2015)

28

Hyperspectral Image Classification using Fisher criterion-based Gabor Cube Selection and Multi-task Joint Sparse Representation

Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing  (WHISPERS  2015)

29

Band Selection for Gabor Feature Based Hyperspectral Palmprint Recognition

International Joint Conference on Biometrics  (ICB  2015)  CCF c 类

30

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

Asia Pacific Symposium on Intelligent and Evolutionary Systems  (IES  2014)

31

A novel feature voting model for text classification

International Conference on Fuzzy Systems and Knowledge Discovery  (FSKD  2014)

32

An effective Collaborative Representation Algorithm for Hyperspectral Image Classification

IEEE International Conference on Multimedia and Expo  (ICME  2014)  CCF B 类

33

Coding 3D Gabor Features for Hyperspectral Palmprint Recognition

International Conference on Medical Biometrics  (ICMB  2014)

34

A CW-SSIM Distance Measure-based Affinity Propagation for Hyper- spectral Band Selection

IEEE International Geoscience and Remote Sensing Symposium  (IGRASS  2013)

35

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

Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing  (WHISPERS  2012)

36

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

Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing  (WHISPERS  2012)

37

Memetic Ant Colony Optimization for Band Selection of Hyperspectral Imagery Classification

Chinese Conference on Pattern Recognition  (CCPR  2010)

38

Feature Selection Technique for Hyperspectral Imagery Classification with Noise Reduction Preprocessing

Chinese Conference on Pattern Recognition  (CCPR  2010)

39

Feature Extraction and Selection Hybrid Algorithm for Hyperspectral Imagery Classification

IEEE International Geoscience and Remote Sensing Symposium  (IGRASS  2010)

40

Affinity propagation based memetic band selection on hyperspectral imagery datasets

IEEE Congress on Evolutionary Computation  (IEEE CEC  2010)

41

Hierarchical Alternating Least Squares Algorithm With Sparsity Constraint For Hyperspectral Unmixing

International Conference on Image Processing  (ICIP  2010)  CCF c 类

42

Regularized Logistic Regression Method For Change Detection In Multispectral Data Via Pathwise Coordinate Optimization

International Conference on Image Processing  (ICIP  2010)  CCF c 类

43

L1/2 Sparsity Constrained Nonnega- tive Matrix Factorization for Hyperspectral Unmixing

International Conference on Digital Image Computing: Techniques and Applications  (DICTA  2010)

44

Sparse Nonnegative Matrix Factorization with the Elastic Net

IEEE International Conference on Bioinformatics and Biomedicine  (BIBM  2010)  CCF B 类

45

Band Selection Based Hyperspectral Unmixing

IEEE Workshop on Imaging Systems and Techniques  (IEEE Workshop on Imaging Systems and Techniques  2009)

46

Nonnegative Matrix Factorization with Piecewise Smoothness Constraint for Hyperspectral Unmixing

International Conference on Wavelet Analysis and Pattern Recognition  (ICWAPR  2008)

47

Band Selection for Hyperspectral Imagery Using Affinity Propagation

International Conference on Digital Image Computing: Techniques and Applications  (DICTA  2008)

48

A Complexity Constrained Nonnegative Matrix Factorization for Hyperspectral Unmixing

International Conference on Independent Component Analysis and Signal Separation  (ICA  2007)

49

Improved Stone’s Complexity Pursuit for Hyperspectral Imagery Unmixing

International Conference on Pattern Recognition  (ICPR  2006)  CCF c 类

50

MRF Based Spatial Complexity for Hyperspectral Imagery Unmixing

Joint IAPR International Workshop on Statistical Techniques in Pattern Recognition  (SPR  2006)

51

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

Advanced Data Mining and Applications  (ADMA  2006)

52

An MRF-ICA Based Algorithm for Image Separation

Advances in Natural Computation  (ICNC  2005)

53

An Advanced Segmental Semi-Markov Model Based Online Series Pattern Detection

International Conference on Pattern Recognition  (ICPR  2004)  CCF c 类

54

A kernel fractional-step nonlinear discriminant analysis for Pattern Recognition

International Conference on Pattern Recognition  (ICPR  2004)  CCF c 类

55

A hybrid online series pattern detection algorithm

World Congress on Intelligent Control and Automation  (WCICA  2004)

56

Robust feature extracted by the generalized optimal discriminant vectors for face recognition

World Congress on Intelligent Control and Automation  (WCICA  2004)

57

Modified kernel-based nonlinear feature extraction

IEEE International Conference on Acoustics, Speech, and Signal Processing  (ICASSP  2004)

58

Markov Model Based Time Series Similarity Measuring

International Conference on Machine Learning and Cybernetics  (ICMLC  2003)

发明专利:

1.   贾森 , 沈琳琳 , "一种高光谱遥感图像的分类方法及其系统" , 中国 , 申请号:201610169168.4 , (已授权)

 专利号:PCT/CN2016/104656)

2.   贾森 , 胡杰 , 谢瑶 , 沈琳琳 , "基于三维Gabor特征选择的高光谱遥感图像分类方法及系统" , 中国 , 申请号:201610055913.2 , (已授权)

 专利号:ZL 2016 1 0055913.2)

3.   贾森 , 胡杰 , 邓琳 , "一种高光谱遥感图像特征提取和分类方法及其系统" , 中国 , 申请号:201610935700.9 , (已授权)

 专利号:ZL 2016 1 0935700.9)

4.   贾森 , 邓彬 , "基于超像素级信息融合的高光谱图像的分类方法及系统" , 中国 , 申请号:201610810465.2 , (已授权)

 专利号:PCT/CN2016/104661)

5.   贾森 , 邓琳 , 沈琳琳 , "一种高光谱遥感图像分类方法及装置" , 中国 , 申请号:201710266000.X , (实质审查阶段)

 专利号:PCT/CN2017/083766)

6.   贾森 , 吴奎琳 , 朱家松 , 邓琳 , "高光谱遥感图像的特征提取方法及装置" , 中国 , 申请号:201710800249.4 , (实质审查阶段)

 专利号:PCT/CN2017/101353)

7.   贾森 , 张萌 , 朱家松 , 邬国锋 , "一种基于无人机的数据处理的方法及装置" , 中国 , 申请号:201810676795.6 , (实质审查阶段)

 专利号:PCT/CN2018/093173)

8.   贾森 , 邓彬 , 朱家松 , 李清泉 , "一种图像融合分类的方法及装置" , 中国 , 申请号:201811146961.8 , (实质审查阶段)

 专利号:PCT/CN2018/110916)

9.   朱家松 , 杨昊坤 , 李清泉 , 贾森 , 林志杰 , 王志豪 , "基于深度学习的胶囊机器人排水管病害检测方法及系统" , 中国 , 申请号:CN201911173225.6 , (实质审查阶段)

 专利号:ZL201911173225.6)

10.   李清泉 , 王欢 , 贾森 , "一种壁画图像修复方法、系统及存储介质" , 中国 , 申请号:CN201910956008.8 , (实质审查阶段)

 专利号:201910956008.8)

11.   朱家松 , 赵晴晴 , 贾森 , "车辆队列协同行驶方法及相关装置" , 中国 , 申请号:CN202010032807.9 , (已授权)

 专利号:202010032807.9)

12.   朱家松 , 赵晴晴 , 贾森 , "狭窄道路多车协同行驶方法及相关装置" , 中国 , 申请号:CN202010033573.X , (实质审查阶段)

 专利号:202010033573.X)