REFEREED JOURNAL PAPERS
D. Ou, K. Tan* et al., "Semi-supervised DNN regression on airborne hyperspectral imagery for improved spatial soil properties prediction," Geoderma, vol. 385, no. 3, p. 114875, 2021/03/01/ 2021.Semi-supervised DNN regression on airborne hyperspectral imagery.pdf K. Tan, W. Ma, L. Chen, et al., "Estimating the distribution trend of soil heavy metals in mining area from HyMap airborne hyperspectral imagery based on ensemble learning," Journal of Hazardous Materials, vol. 401, no. 1, p. 123288, 2021/01/05/ 2021.Estimating the distribution trend of soil heavy metals in mining area from HyMap.pdf K. Tan, X.Wang, C. Niu, et al., "Vicarious Calibration for the AHSI Instrument of Gaofen-5 with Reference to the CRCS Dunhuang Test Site,"IEEE Transactions on Geoscience and Remote Sensing, 2020. Vicarious Calibration.pdf K. Tan, C. Niu, X. Jia, D. Ou, Y. Chen, and S. Lei, "Complete and accurate data correction for seamless mosaicking of airborne hyperspectral images: A case study at a mining site in Inner Mongolia, China," ISPRS Journal of Photogrammetry and Remote Sensing, vol. 165, no. 7, pp. 1-15, 2020. Complete and accurate data correction for seamless mosaicking of airborne hypers.pdf K. Tan, H. Wang, L. Chen, Q.
Du, P. Du, C. Pan, Estimation of the spatial distribution of heavy metal in
agricultural soils using airborne hyperspectral imaging and random forest,
Journal of Hazardous Materials, 382 (2020) 120987.Estimation of the spatial distribution of heavy metal in agricultural soils.pdf M. Wang, K. Tan, X. Jia, X. Wang, and Y. Chen, "A Deep Siamese Network with Hybrid Convolutional Feature Extraction Module for Change Detection Based on Multi-sensor Remote Sensing Images," Remote Sens., vol. 12, no. 2, p. 205, 2020.A Deep Siamese Network with Hybrid Convolutional Feature Extraction Module for C.pdf X. Wang, K. Tan, Q. Du, Y. Chen, and P. Du, "CVA2E: A Conditional Variational Autoencoder With an Adversarial Training Process for Hyperspectral Imagery Classification," IEEE Transactions on Geoscience and Remote Sensing, 2020, 58,(8), 5676-5692.CVAE A Conditional Variational Autoencoder.pdf H.Wang, K. Tan, F. Wu, Y.Chen, L. Chen, Study of the Retrieval and Adsorption Mechanism of Soil Heavy Metals Based on Spectral Absorption Characteristics. Spectroscopy and Spectral Analysis 2020, 40, (1), 316-323.Study of the Retrieval and Adsorption Mechanism of Soil Heavy Metals Based on Sp.pdf X. Wang, K. Tan, K. Xu, Y.
Chen, J. Ding, Quantitative Evaluation of the Eco-Environment in a Coalfield
Based on Multi-Temporal Remote Sensing Imagery: A Case Study of Yuxian, China,
Int. J. Environ. Res. Public Health, 16 (2019) 511.Quantitative Evaluation of the Eco-Environment in a Coalfield Based on Multi-Tem.pdf X. Wang, K. Tan, Q. Du, Y.
Chen, P. Du, Caps-TripleGAN: GAN-Assisted CapsNet for Hyperspectral Image
Classification, IEEE Transactions on Geoscience and Remote Sensing, 57 (2019)
7232-7245.Caps-TripleGAN.pdf K. Tan, Y. Zhang, X. Wang,
Y. Chen, Object-Based Change Detection Using Multiple Classifiers and
Multi-Scale Uncertainty Analysis, Remote Sens., 11 (2019) 359.Object-Based Change Detection Using Multiple Classifiers and Multi-Scale Uncerta.pdf K. Tan, F. Wu, Q. Du, P. Du,
Y. Chen, A Parallel Gaussian–Bernoulli Restricted Boltzmann Machine for Mining
Area Classification With Hyperspectral Imagery, IEEE Journal of Selected Topics
in Applied Earth Observations and Remote Sensing, 12 (2019) 627-636.A Parallel Gaussian–Bernoulli Restricted Boltzmann Machine for Mining Area Clas.pdf k. Tan, W. Ma, F. Wu, Q. Du,
Random forest–based estimation of heavy metal concentration in
agricultural soils with hyperspectral sensor data, Environmental Monitoring and
Assessment, 191 (2019) 446.RandomForestBasedEstimationOfH.pdf K. Tan, Z. Hou, F. Wu, Q.
Du, Y. Chen, Anomaly Detection for Hyperspectral Imagery Based on the
Regularized Subspace Method and Collaborative Representation, Remote Sens., 11
(2019) 1318.Anomaly Detection for Hyperspectral Imagery Based on the Regularized Subspace Method.pdf D. Ou, K. Tan, Q. Du, J.
Zhu, X. Wang, Y. Chen, A Novel Tri-Training Technique for the Semi-Supervised
Classification of Hyperspectral Images Based on Regularized Local Discriminant
Embedding Feature Extraction, Remote Sens., 11 (2019).A Novel Tri-Training Technique for the Semi-Supervised Classification of Hypersp.pdf Y. Chen, K. Tan, S. Yan, K. Zhang, H. Zhang, X. Liu, H. Li, Y. Sun, Monitoring Land Surface Displacement over Xuzhou (China) in 2015–2018 through PCA-Based Correction Applied to SAR Interferometry, Remote Sens., 11 (2019) 1494.Monitoring Land Surface Displacement over Xuzhou (China) in 2015–2018 through P.pdf K. Tan, Y. Zhang, Q. Du, P.
Du, X. Jin, J.Y. Li, Change Detection based on Stacked Generalization System
with Segmentation Constraint, Photogrammetric Engineering and Remote Sensing,
84 (2018) 733-741.Change Detection based on Stacked Generalization System with Segmentation Constraint.pdf K. Tan, X. Wang, J. Zhu, J.
Hu, J. Li, A novel active learning approach for the classification of
hyperspectral imagery using quasi-Newton multinomial logistic regression,
International Journal of Remote Sensing, 39 (2018) 3029-3054.A novel active learning approach for the classification of hyperspectral imagery.pdf K. Tan, H. Wang, Q. Zhang,
X. Jia, An improved estimation model for soil heavy metal(loid) concentration
retrieval in mining areas using reflectance spectroscopy, Journal of Soils and
Sediments, 18 (2018) 2008-2022.Tan_et_al-2018-Journal_of_Soils_and_Sediments.pdf C.-c. Pan, Q.-w. Yan, J.-w.
Ding, Q.-q. Zhang, K. Tan, Atmospheric Correction of Airborne Hyperspectral
Image Based on Fruit Fly-Powell Optimization Algorithm, Spectroscopy and
Spectral Analysis, 38 (2018) 224-234.基于果蝇-鲍威尔优化的航空高光谱影像大气校正方法.pdf D. Ou, K. Tan, Q. Du, Y.
Chen, J. Ding, Decision Fusion of D-InSAR and Pixel Offset Tracking for Coal
Mining Deformation Monitoring, Remote Sens., 10 (2018) 1-18.Decision Fusion of D-InSAR and Pixel Offset Tracking for Coal Mining Deformation.pdf K. Tan, Z. Liao, P. Du, L. Wu, Land surface temperature retrieval from Landsat 8 data and validation with geosensor network, Frontiers of Earth Science, 11 (2017) 20-34.Land surface temperature retrieval from Landsat 8 data and validation with geose.pdf X. Wang, K. Tan, B. Chen, P.
Du, Assessing the Spatiotemporal Variation and Impact Factors of Net Primary
Productivity in China, Scientific Reports, 7 (2017) 44415.NPP-2017-Scientific_Reports.pdf K. Tan, J. Zhu, Q. Du, L. Wu, P.
Du, A Novel Tri-Training Technique for Semi-Supervised Classification of
Hyperspectral Images Based on Diversity Measurement, Remote Sens., 8 (2016)
749.A Novel Tri-Training Technique for Semi-Supervised Classification of Hyperspectr.pdf J. Zhu, S. Tian, K. Tan, P.
Du, Human Settlement Analysis Based on Multi-temporal Remote Sensing Data: A
Case Study of Xuzhou City, China, Chinese Geographical Science, 26 (2016)
389-400.Human Settlement Analysis Based on Multi-temporal Remote Sensing Data- A Case St.pdf K. Tan, J. Xiao, A. Plaza, X.
Wang, L. Xiao, P. Du, Automatic Change Detection in High-Resolution Remote
Sensing Images by Using a Multiple Classifier System and Spectral&Spatial
Features, IEEE Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, 9 (2016) 3439-3451.Automatic Change Detection in High-Resolution Remote Sensing Images by Using a M.pdf K. Tan, J. Zhang, Q. Du, and X. Wang, "GPU
Parallel Implementation of Support Vector Machines for Hyperspectral Image
Classification," Selected Topics in Applied Earth Observations and Remote
Sensing, IEEE Journal of, vol. 8, pp. 4647- 4656, 2015. (SCI,EI)GPU-SVM.pdf - K. Tan, S. Zhou, and Q. Du,
"Semisupervised Discriminant Analysis for Hyperspectral Imagery With
Block-Sparse Graph," IEEE Geoscience and Remote Sensing Letters, vol. 12,
pp. 1765-1769, Aug 2015. (SCI,EI)Semisupervised Discriminant Analysis for Hyperspectral Imagery With Block-Sparse.pdf
- K. Tan, S. Zhou, E. Li, and P. Du,
"Assessing the impact of urbanization on net primary productivity using
multi-scale remote sensing data: a case study of Xuzhou, China," Frontiers of
Earth Science, vol. 9, pp. 319-329, 2014/09/09 2015.
(SCI)Assessing the impact of urbanization on net primary productivity using multi-sca.pdf
- K. Tan, J. Hu, J. Li, and P. Du, "A novel
semi-supervised hyperspectral image classification approach based on spatial
neighborhood information and classifier combination," ISPRS Journal of
Photogrammetry and Remote Sensing, vol. 105, pp. 19-29, 7 2015. (SCI,EI)A novel semi-supervised hyperspectral image classification approach .pdf
- K.
Tan, E. Li, Q. Du, and P. Du, "An efficient
semi-supervised classification approach for hyperspectral imagery," ISPRS
Journal of Photogrammetry and Remote Sensing, vol. 97, pp. 36-45, 11// 2014.
(SCI,EI)An efficient semi-supervised classification approach for hyperspectral imagery.pdf
- K.
Tan, E. Li, Q. Du, and P. Du, "Hyperspectral Image
Classification Using Band Selection and Morphological Profiles," Selected Topics
in Applied Earth Observations and Remote Sensing, IEEE Journal of, vol. 7, pp.
40-48, 2014. (SCI,EI)Hyperspectral Image Classification Using Band Selection and Morphological Profiles.pdf
- K.
Tan, Y. Ye, and P. Du, "Estimation of Arsenic
Contamination in Reclaimed Agricultural Soils Using Reflectance Spectroscopy and
ANFIS Model," Selected Topics in Applied Earth Observations and Remote Sensing,
IEEE Journal of, vol. 7, pp. 2540-2546, 2014. (SCI,EI)Estimation of Arsenic Contamination in Reclaimed Agricultural Soils Using Reflec.pdf
- K. Tan, X. Jin, Q. Du and P. J. Du,
"Modified multiple endmember spectral mixture analysis for mapping impervious
surfaces in urban environments," Journal of Applied Remote
Sensing, vol. 8,
085096-1 -16(2014) (SCI)Modified multiple endmember spectral mixture analysis for mapping impervious sur.pdf
- K. Tan, Y. Y. Ye, P. J. Du and Q. Q.
Zhang, "Estimation of Heavy Metal Concentrations in Reclaimed Mining Soils Using
Reflectance Spectroscopy," Spectroscopy and Spectral Analysis
34(12), 3317-3322 (2014) (SCI,EI)Estimation of Heavy Metal Concentrations in Reclaimed Mining Soils Using Reflect.pdf
Conference papers
- K.
Tan, J. Zhang, and P. Du, "Research on net primary
productivity and soil organic carbon pool in the coal mining area of Xuzhou," in
2nd International Workshop on Earth Observation and Remote Sensing Applications,
EORSA 2012, June 8, 2012 - June 11, 2012, Shanghai, China, 2012, pp.
64-68.
- K.
Tan, E. Li, and D. Peijun, "Estimation of net
primary productivity using multi-scale remote sensing data in Xuzhou, China," in
2nd International Workshop on Earth Observation and Remote Sensing Applications,
EORSA 2012, June 8, 2012 - June 11, 2012, Shanghai, China, 2012, pp.
69-72.
- K. Tan, E. Li, and P. Du, "Hyperspectral
image classification using band selection and morphological profile," in 4nd Workshop on Hyperspectral Image and
Signal Processing: Evolution in Remote Sensing, WHISPERS 2012, June 4, 2012 -
June 7, 2012, Shanghai, China, 2012.
- K.
Tan and P. Du, "Classification of hyperspectral
image based on morphological profiles and multi-kernel SVM," in 2nd Workshop on
Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS
2010, June 14, 2010 - June 16, 2010, Reykjavik, Iceland, 2010.
- K. Tan
and P. Du,. Hyperspectral Remote Sensing Image
Classification Based on Radical Basis Function Neural Network, Proceedings of
the International Workshop on Geospatial Information Technologies and Their
Environmental Applications (GeoTEA). Xuzhou, Jiangsu,
China.
Books
- 谭琨，杜培军等，高光谱遥感影像的协同训练与半监督分类，科学出版社，2018，12
- 谭琨，高光谱遥感影像半监督分类研究，中国矿业大学出版社，2014
- 杜培军，谭琨，高光谱遥感影像分类与支持向量机应用研究，科学出版社，2012，03
- 杜培军，谭琨，城市环境遥感方法与实践，科学出版社，2013，06
- 杜培军，夏俊士，苏红军，谭琨.遥感多分类器集成方法与应用.科学出版社，2019,11
|
