康健 电子信息楼332室Email: jiankang@suda.edu.cn康健，2013年获得哈尔滨工业大学电子信息工程系学士学位，同年获得推免本校研究生资格，2015年获得电子与通信工程专业硕士学位，2019年获得德国慕尼黑工业大学(TUM)地球观测信号处理系(SiPEO，现为地球观测数据科学系)博士学位，2019到2020年，在德国柏林工业大学(TU Berlin)电子工程及计算机技术学院从事博士后研究工作，2020年受聘苏州大学优秀青年****。发表第一作者SCI论文10余篇，主要包括IEEE Transactions on Neural Networks and Learning Systems, IEEE Transactions on Geoscience and Remote Sensing,ISPRS journal of photogrammetry and remote sensing,IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing等期刊。目前是IEEE会员，江苏省人工智能学会(JSAI)会员，中国图象图形学学会(CSIG)会员，Frontiers in Signal Processing编委，MDPI Remote Sensing客座编辑。


课题组成员：
Education Experience: 本科毕业,2009.09-2013.07,电子信息工程,哈尔滨工业大学,工学学士,电子信息工程
硕士毕业,2013.09-2015.07,电子与通信工程,哈尔滨工业大学,硕士,电子与通信工程
博士毕业,2015.09-2019.09,地球观测信号处理,慕尼黑工业大学,工学博士,地球观测信号处理,慕尼黑工业大学

Research Interest: 信号处理和机器学习方法研究，以及其在遥感数据处理中的应用，具体包括：SAR干涉技术，SAR图像处理，基于深度学习的光学遥感图像智能解译等方向。


Research Funds:
Media Reports:
Recent Publications: Kang, Jian, Ruben Fernandez-Beltran, Puhong Duan, Xudong Kang, and Antonio J. Plaza. Robust Normalized Softmax Loss for Deep Metric Learning-Based Characterization of Remote Sensing Images With Label Noise. IEEE Transactions on Geoscience and Remote Sensing(TGRS) (2020). (SCI Top, IF=5.855)

Kang, Jian, Ruben Fernandez-Beltran, Danfeng Hong, Jocelyn Chanussot, and Antonio Plaza. Graph relation network: Modeling relations between scenes for multilabel remote-sensing image classification and retrieval. IEEE Transactions on Geoscience and Remote Sensing(TGRS)(2020). (SCI Top, IF=5.855)
Kang, Jian, Ruben Fernandez-Beltran, Zhen Ye, Xiaohua Tong, and Antonio Plaza. Deep Hashing Based on Class-Discriminated Neighborhood Embedding. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing(JSTARS)13 (2020): 5998-6007. (SCI, IF=3.827)
Hong, Danfeng, Jian Kang*, Naoto Yokoya, and Jocelyn Chanussot. Graph-Induced Aligned Learning on Subspaces for Hyperspectral and Multispectral Data. IEEE Transactions on Geoscience and Remote Sensing(TGRS)(2020). (SCI Top, IF=5.855)
Kang, Jian, Ruben Fernandez-Beltran, Puhong Duan, Sicong Liu, and Antonio J. Plaza. Deep unsupervised embedding for remotely sensed images based on spatially augmented momentum contrast. IEEE Transactions on Geoscience and Remote Sensing(TGRS)(2020). (SCI Top, IF=5.855)
Ye, Zhen, Jian Kang*, Jing Yao, Wenping Song, Sicong Liu, Xin Luo, Yusheng Xu, and Xiaohua Tong. Robust fine registration of multisensor remote sensing images based on enhanced subpixel phase correlation. Sensors20, no. 15 (2020): 4338.
Kang, Jian, Ruben Fernandez-Beltran, Zhen Ye, Xiaohua Tong, Pedram Ghamisi, and Antonio Plaza. High-Rankness Regularized Semi-Supervised Deep Metric Learning for Remote Sensing Imagery. Remote Sensing(RS) 12, no. 16 (2020): 2603. (SCI, IF=4.509)

Kang, Jian, Ruben Fernandez-Beltran, Zhen Ye, Xiaohua Tong, Pedram Ghamisi, and Antonio Plaza. Deep metric learning based on scalable neighborhood components for remote sensing scene characterization. IEEE Transactions on Geoscience and Remote Sensing(TGRS)58, no. 12 (2020): 8905-8918. (SCI Top, IF=5.855)
Kang, Jian, Danfeng Hong, Jialin Liu, Gerald Baier, Naoto Yokoya, and Begüm Demir. Learning convolutional sparse coding on complex domain for interferometric phase restoration. IEEE Transactions on Neural Networks and Learning Systems(TNNLS) (2020). (SCI Top, IF=8.793)
Kang, Jian, Yuanyuan Wang, and Xiao Xiang Zhu. Multipass SAR Interferometry Based on Total Variation Regularized Robust Low Rank Tensor Decomposition. IEEE Transactions on Geoscience and Remote Sensing (TGRS)(2020). (SCI Top, IF=5.855)
Kang, Jian, Marco K?rner, Yuanyuan Wang, Hannes Taubenb?ck, and Xiao Xiang Zhu. Building instance classification using street view images. ISPRS journal of photogrammetry and remote sensing(ISPRS)145 (2018): 44-59. (SCI Top, IF=7.319)[Featured as issue cover]
Kang, Jian, Yuanyuan Wang, Marco K?rner, and Xiao Xiang Zhu. Robust object-based multipass InSAR deformation reconstruction. IEEE Transactions on Geoscience and Remote Sensing55 (TGRS), no. 8 (2017): 4239-4251. (SCI Top, IF=5.855)
Kang, Jian, Yuanyuan Wang, Michael Schmitt, and Xiao Xiang Zhu. Object-based multipass InSAR via robust low-rank tensor decomposition. IEEE Transactions on Geoscience and Remote Sensing(TGRS)56, no. 6 (2018): 3062-3077. (SCI Top, IF=5.855)






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