代表性论文

2021：

       [55] Haoyang Yu; Xiaodi Shang; Meiping Song; Jiaochan Hu; Tong Jiao; Qiandong Guo; Bing Zhang. Union of Class-Dependent Collaborative Representation Based on Maximum Margin Projection for Hyperspectral Imagery Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 2021, 14, 553-566. (SCI, 3.784, Q2)      

       [54]   Chein- I. Chang; Hongju Cao; Meiping Song. Orthogonal Subspace Projection Target Detector for Hyperspectral Anomaly Detection. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 2021, 14, 4915-4932. (SCI, 3.784, Q2)

       [53]   Chein- I. Chang; Hongju Cao; Shuhan Chen; Xiaodi Shang; Chunyan Yu; Meiping Song. Orthogonal Subspace Projection-Based Go-Decomposition Approach to Finding Low-Rank and Sparsity Matrices for Hyperspectral Anomaly Detection. IEEE Transactions on Geoscience and Remote Sensing 2021, 59, 2403-2429. (SCI, 5.6, Q1)

       [52]  Chein- I. Chang. Constrained Energy Minimization Anomaly Detection for Hyperspectral Imagery via Dummy Variable Trick. IEEE Transactions on Geoscience and Remote Sensing 2021, 1-1. (SCI, 5.6, Q1)

       [51]   Chein- I. Chang. Hyperspectral Target Detection: Hypothesis Testing, Signal-to-Noise Ratio, and Spectral Angle Theories. IEEE Transactions on Geoscience and Remote Sensing 2021, 1-23. (SCI, 5.6, Q1)

       [50]   Chein- I. Chang. Hyperspectral Anomaly Detection: A Dual Theory of Hyperspectral Target Detection. IEEE Transactions on Geoscience and Remote Sensing 2021, 1-20. (SCI, 5.6, Q1)

       [49]   Chein- I. Chang. Band Sampling for Hyperspectral Imagery. IEEE Transactions on Geoscience and Remote Sensing 2021, 1-24. (SCI, 5.6, Q1)

       [48] Chein- I. Chang. An Effective Evaluation Tool for Hyperspectral Target Detection: 3D Receiver Operating Characteristic Curve Analysis. IEEE Transactions on Geoscience and Remote Sensing 2021, 59, 5131-5153. (SCI, 5.6, Q1)

       [47] Chunyan. Yu; Sijia. Zhou; Meiping. Song; Chein- I. Chang. Semisupervised Hyperspectral Band Selection Based on Dual-Constrained Low-Rank Representation. IEEE Geoscience and Remote Sensing Letters 2021, 1-5. (SCI, IF=3.966, Q1)

       [46] Chunyan. Yu; Caiyu. Liu; Haoyang. Yu; Meiping. Song; Chein- I. Chang. Unsupervised Domain Adaptation with Dense-based Compaction for Hyperspectral Imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 2021, 1-1. (SCI, 3.784, Q2)

       [45] Chunyan. Yu; Caiyu. Liu; Meiping. Song; Chein- I. Chang. Unsupervised Domain Adaptation with Content-wise Alignment for Hyperspectral Imagery Classification. IEEE Geoscience and Remote Sensing Letters 2021, 1-1. (SCI, IF=3.966, Q1)

       [44] Meiping. Song; Fang. Li; Chunyan. Yu; Chein- I. Chang. Sequential Band Fusion for Hyperspectral Anomaly Detection. IEEE Transactions on Geoscience and Remote Sensing 2021, 1-16. (SCI, 5.6, Q1)

       [43] Chunyan. Yu; Rui. Han; Meiping. Song; Caiyu. Liu; Chein- I. Chang. Feedback Attention-Based Dense CNN for Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing 2021, 1-16. (SCI, 5.6, Q1)

       [42] Xiaodi. Shang; Meiping. Song; Chein- I. Chang. Multispatial Filtering Module Cascaded System for Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing 2021, 1-21. (SCI, 5.6, Q1)

       [41] Xiaodi Shang; Meiping Song; Chein- I. Chang. An Iterative Random Training Sample Selection Approach to Constrained Energy Minimization for Hyperspectral Image Classification. IEEE Geoscience and Remote Sensing Letters 2021, 18, 1625-1629. (SCI, IF=3.966, Q1)

       [40] Enyu Zhao; Qijin Han; Caixia Gao. Surface Temperature Retrieval From Gaofen-5 Observation and its Validation. IEEE Access 2021, 9, 9403-9410. (SCI, 3.367, Q2)

       [39] Haoyang Yu; Zhen Xu; Yulei Wang; Tong Jiao; Qiandong Guo. The use of KPCA over subspaces for cross-scale superpixel based hyperspectral image classification. Remote Sensing Letters 2021, 12, 470-477.

       [38] Haoyang Yu; Xiaodi Shang; Xiao Zhang; Lianru Gao; Meiping Song; Jiaochan Hu. Hyperspectral Image Classification Based on Adjacent Constraint Representation. IEEE Geoscience and Remote Sensing Letters 2021, 18, 707-711. (SCI, IF=3.966, Q1)

       [37] Meiping Song; Lan Li; Shuhan Chen; Sui Dai; Fang Li. Photovoltaic Image Registration Based on Feature Matching via Guided Spatial Consensus. IEEE Journal of Photovoltaics 2021, 11, 1118-1125. (SCI, 3.887, Q2)

       [36] Xiaodi Shang; Tingting Yang; Sichao Han; Meiping Song; Bai Xue. Interference-Suppressed and Cluster-Optimized Hyperspectral Target Extraction Based on Density Peak Clustering. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 2021, 14, 4999-5014. (SCI, 3.784, Q2)

       [35] Xiaodi. Shang; Meiping. Song; Yulei. Wang; Haoyang. Yu. Residual Driven Band Selection for Hyperspectral Anomaly Detection. IEEE Geoscience and Remote Sensing Letters 2021, 1-1. (SCI, IF=3.966, Q1)

       [34] Fang. Li; Meiping. Song. Sequential Band Fusion for Hyperspectral Target Detection. IEEE Transactions on Geoscience and Remote Sensing 2021, 1-24. (SCI, 5.6, Q1)  

       [33] Jiaochan Hu; Xueji Shen; Haoyang Yu; Xiaodi Shang; Qiandong Guo; Bing Zhang. Extended Subspace Projection Upon Sample Augmentation Based on Global Spatial and Local Spectral Similarity for Hyperspectral Imagery Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 2021, 14, 8653-8664. (SCI, 3.784, Q2)

       [32] Jiaochan Hu; Liangyun Liu; Haoyang Yu; Linlin Guan; Xinjie Liu. Upscaling GOME-2 SIF from clear-sky instantaneous observations to all-sky sums leading to an improved SIF-GPP correlation. Agricultural and Forest Meteorology 2021, 306. (SCI, 5.734, Q1)

2020：

       [31] Chunyan Yu; Rei Han; Meiping Song; Caiyu Liu; Chein- I. Chang. A Simplified 2D-3D CNN Architecture for Hyperspectral Image Classification Based on Spatial-Spectral Fusion. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 2020, 13, 2485-2501. (SCI, 3.784, Q2)

       [30] Meiping Song; Chunyan Yu; Hongye Xie; Chein- I. Chang. Progressive Band Selection Processing of Hyperspectral Image Classification. IEEE Geoscience and Remote Sensing Letters 2020, 17, 1762-1766. (SCI, IF=3.966, Q1)

       [29] Meiping Song; Xiaodi Shang; Chein- I. Chang. 3-D Receiver Operating Characteristic Analysis for Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing 2020, 58, 8093-8115. (SCI, 5.6, Q1)       

       [28] Xianping Fu; Xiaodi Shang; Xudong Sun; Haoyang Yu; Meiping Song; Chein- I. Chang. Underwater Hyperspectral Target Detection with Band Selection. Remote Sensing 2020, 12. (SCI, 4.118, Q1)

       [27] Enyu Zhao; Lan Li; Meiping Song; Yuejing Cao; Shuhan Chen; Xiaodi Shang; Fang Li; Sui Dai; Haimo Bao. Research on Image Registration Algorithm and Its Application in Photovoltaic Images. IEEE Journal of Photovoltaics 2020, 10, 595-606. (SCI, 3.887, Q2)

       [26] Haoyang Yu; Xiao Zhang; Chunyan Yu; Lianru Gao; Bing Zhang. Neighborhood Activity-Driven Representation for Hyperspectral Imagery Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 2020, 13, 4506-4517. (SCI, 3.784, Q2)

       [25] Haoyang Yu; Xiao Zhang; Meiping Song; Jiaochan Hue; Lianru Gao; IEEE. In Tilte, Electr Network, 2020. (EI)

       [24] Haoyang Yu; Xiao Zhang; Meiping Song; Jiaochan Hu; Qiandong Guo; Lianru Gao. Hyperspectral Imagery Classification Based on Multiscale Superpixel-Level Constraint Representation. Remote Sensing 2020, 12. (SCI, 4.118, Q1)

       [23] Haoyang Yu; Lianru Gao; Wenzhi Liao; Bing Zhang; Lina Zhuang; Meiping Song; Jocelyn Chanussot. Global Spatial and Local Spectral Similarity-Based Manifold Learning Group Sparse Representation for Hyperspectral Imagery Classification. IEEE Transactions on Geoscience and Remote Sensing 2020, 58, 3043-3056. (SCI, 5.6, Q1)

       [22] Lang Ren; Liaoying Zhao; Yulei Wang. A Superpixel-Based Dual Window RX for Hyperspectral Anomaly Detection. IEEE Geoscience and Remote Sensing Letters 2020, 17, 1233-1237. (SCI, IF=3.966, Q1)

       [21] Xinyu Lan; Enyu Zhao; Zhao-Liang Li; Jelila Labed; Francoise Nerry. Deep Mixture Model-Based Land Surface Temperature Retrieval for Hyperspectral Thermal IASI Sensor. IEEE Access 2020, 8, 218122-218130. (SCI, 3.367, Q2)

2019：

       [20] Fang Li; Hongju Cao; Xiaodi Shang; Meiping Song; Chunyan Yu; Chein- I. Chang; UNIFORM BAND INTERVAL DIVIDED BAND SELECTION, IGARSS, Yokohama, JAPAN, 2019, Jul 28-Aug 02. (EI)

       [19] Chein- I. Chang. Statistical Detection Theory Approach to Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing 2019, 57, 2057-2074. (SCI, 5.6, Q1)

       [18] Chunyan Yu; Meng Zhao; Meiping Song; Yulei Wang; Fang Li; Rui Han; Chein- I. Chang. Hyperspectral Image Classification Method Based on CNN Architecture Embedding With Hashing Semantic Feature. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 2019, 12, 1866-1881. (SCI, 3.784, Q2)

       [17] Chunyan Yu; Yulei Wang; Meiping Song; Chein- I. Chang. Class Signature-Constrained Background-Suppressed Approach to Band Selection for Classification of Hyperspectral Images. IEEE Transactions on Geoscience and Remote Sensing 2019, 57, 14-31. (SCI, 5.6, Q1)

       [16] Yulei Wang; Lin Wang; Chunyan Yu; Enyu Zhao; Meiping Song; Chia-Hsien Wen; Chein- I. Chang. Constrained-Target Band Selection for Multiple-Target Detection. IEEE Transactions on Geoscience and Remote Sensing 2019, 57, 6079-6103. (SCI, 5.6, Q1)

       [15] Meiping Song; Xiaodi Shang; Yulei Wang; Chunyan Yu; Chein- I. Chang. Class Information-Based Band Selection for Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing 2019, 57, 8394-8416. (SCI, 5.6, Q1)

       [14] Xiaodi Shang; Meiping Song; Chunyan Yu; Chein- I. Chang; IEEE. HYPERSPECTRAL IMAGE CLASSIFICATION WITH BACKGROUND, IGARSS, Yokohama, JAPAN, 2019, Jul 28-Aug 02. (EI)

2018：

       [13] Chunyan Yu, Meiping Song, and Chein-I Chang,"Band Subset Selection for Hyperspectral Image Classification " , Remote Sens. 2018, 10, 113; doi:10.3390/rs10010113.

       [12] Chunyan Yu,Meng Zhao,Meiping Song,Sen Li, Yulei Wang,"Hyperspectral Image Classification Method Based on Targets Constraint and Spectral-Spatial Iteration",ACTA OPTICA SINICA, vol.38,no.6,JUNE 2018, doi: 10.3788/ AOS201838. 0628003. 

       [11] Yulei Wang, Li-Chien Lee, Bai Xue, Student Member , IEEE, Lin Wang, Meiping Song, Chunyan Y u, Member , IEEE, Sen Li, and Chein-I Chang , Life Fellow, IEEE,"A Posteriori Hyperspectral Anomaly Detection for Unlabeled Classification", IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, VOL. 56, NO. 6, JUNE 2018.

       [10] Chunyan Yu, Member , IEEE, Li-Chien Lee, Student Member , IEEE, Chein - IChang , Life Fellow, IEEE, Bai Xue, Student Member , IEEE, Meiping Song, and Jian Chen , Member , IEEE,"Band-Specified Virtual Dimensionality for Band Selection: An Orthogonal Subspace Projection Approach",IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, VOL. 56, NO. 5, MAY 2018.

       [9] Chunyan Yu, Member , IEEE, Bai Xue, Student Member , IEEE, Meiping Song, Yulei Wang, Sen Li, and Chein-I Chang , Life Fellow, IEEE,"Iterative Target-Constrained Interference-Minimized Classifier for Hyperspectral Classification",IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERV A TIONS AND REMOTE SENSING, VOL. 11, NO. 4, APRIL 2018.

       [8] Yu Chunyan, Zhao Meng, Song Meiping, ”Hyperspectral Image Classification Method Based on Targets Constraint and Spectral-Spatial Iteration”, Acta Optica Sinica, vol.38, no.6, pp.0628003-1-0628003-11,2018, 0253-2239(2018)38:6<0628003: JYMBYS>2.0.TX;2-D .

       [7] Chein-I Chang , Life Fellow, IEEE,"Spectral Inter-Band Discrimination Capacity of Hyperspectral Imagery",IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, VOL. 56, NO. 3, MARCH 2018.

       [6] Chein-I Chang , Life Fellow, IEEE,"A Review of Virtual Dimensionality for Hyperspectral Imagery",IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERV A TIONS AND REMOTE SENSING, VOL. 11, NO. 4, APRIL 2018.

23.Chein-I Chang , Life Fellow, IEEE,"Statistical Detection Theory Approach to Hyperspectral Image Classification",IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING.

2017：

       [5] Chein-I Chang, Fellow, IEEE,"Adaptive Linear Spectral Mixture Analysis",IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, VOL. 55, NO. 3, MARCH 2017.

       [4] Bai Xue, Student Member , IEEE, Chunyan Y u, Member , IEEE, Y ulei Wang, Meiping Song, Sen Li, Lin Wang, Hsian-Min Chen, and Chein-I Chang, Life Fellow, IEEE,"A Subpixel Target Detection Approach to Hyperspectral Image Classification",IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, VOL. 55, NO. 9, SEPTEMBER 2017.

       [3] Chein-I Chang , Life Fellow, IEEE, Li-Chien Lee, Student Member , IEEE, B a i X u e, Student Member , IEEE, Meiping Song, and Jian Chen, Member , IEEE,"Channel Capacity Approach to Hyperspectral Band Subset Selection",IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERV A TIONS AND REMOTE SENSING, VOL. 10, NO. 10, OCTOBER 2017.

2016：

       [2]Hsiao-Chi Li, Chein-I Chang, Fellow, IEEE, and Meiping Song,"Recursive Band Processing of Orthogonal Subspace Projection for Hyperspectral Imagery",IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, VOL. 13, NO. 1, JANUARY 2016.

       [1] Hsiao-Chi Li, Student Member , IEEE, and Chein-I Chang, Fellow, IEEE,"Recursive Orthogonal Projection-Based Simplex Growing Algorithm",IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, VOL. 54, NO. 7, JULY 2016.

授权专利

[8] 宋梅萍，于纯妍，武平，张建祎，一种基于GPU的丰度估计算法的并行实现方法，发明专利

[7] 宋梅萍，薛白，于纯妍，张建祎，李森，王玉磊，活体荧光的光谱解混探测方法，发明专利

[6] 宋梅萍，于纯妍，崔东清，安居白，张建祎，王玉磊，李森，一种太阳能电池板裂纹检测方法，发明专利

[5] 于纯妍，宋梅萍，张建祎，一种基于近邻协同增强的高光谱混合像元分类方法，发明专利

[4] 于纯妍，宋梅萍，张建祎，一种基于空间特征迭代的高光谱图像分类方法，发明专利

[3] 于纯妍，张维石，宋梅萍，王春阳，基于图像对象性语义检测的显著目标检测方法，发明专利

[2] 于纯妍，宋梅萍，安东，张建祎，王玉磊，李森，一种基于GPU的高光谱图像RATGP和ROSP并行优化方法，发明专利

[1] 于纯妍，宋梅萍，赵猛，张建祎，一种基于哈希学习的高光谱图像分类方法，发明专利

主要获批项目

[13] 国家自然科学基金面上项目，宋梅萍

[12] 国家自然科学基金青年基金，宋梅萍

[11] 国家自然科学基金青年基金，赵恩宇

[10] 国家自然科学基金青年基金，王玉磊

[9]    国家自然科学基金青年基金，于浩洋

[8]  国家外专局重大科技专项外国人才引进计划，宋梅萍。

[7]  国家外专局高端外国专家引进计划，宋梅萍

[6]  中国博士后科学基金面上项目，王玉磊

[5]    中国博士后科学基金面上项目，于浩洋

[4]  辽宁省科学基金，于纯妍

[3]  综合业务网理论及关键技术国家重点实验室开放基金，宋梅萍

[2]  综合业务网理论及关键技术国家重点实验室开放基金，王玉磊

[1]    中国科学院数字地球重点实验室开放基金项目，于浩洋