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耿杰
2018-11-09 15:20   审核人:

一、基本信息

姓名:耿杰

单位:电子信息学院

学历:博士研究生

学位:工学博士

职称:副教授

Emailgengjie@nwpu.edu.cn

二、研究方向

遥感图像解译、图像处理、计算机视觉、海洋遥感信息处理

三、教育经历

2009 2013,大连理工大学,电子信息工程,本科

2013 2018,大连理工大学,信号与信息处理,博士

四、获奖情况

2018年辽宁省优秀毕业生

2018年大连理工大学优秀毕业生

2017年博士研究生国家奖学金

2016年博士研究生国家奖学金

2015年硕士研究生国家奖学金

五、 科研工作

1、科研项目

从事SAR、高光谱、多光谱图像分类与目标识别等理论与应用研究,参与国家自然科学基金、高分专项、海洋公益专项、企业委托项目等多个项目。

2、学术论文

[1] Jie Geng, Hongyu Wang, Jianchao Fan, Xiaorui Ma. SAR Image Classification via Deep Recurrent Encoding Neural Networks. IEEE Transactions on Geoscience and Remote Sensing, 2018, 56(4): 2255-2269.

[2] Jie Geng, Hongyu Wang, Jianchao Fan, Xiaorui Ma. Deep Supervised and Contractive Neural Network for SAR Image Classification. IEEE Transactions on Geoscience and Remote Sensing, 2017, 55(4): 2442-2459.

[3] Jie Geng, Xiaorui Ma, Hongyu Wang. Semi-Supervised Classification of Polarimetric SAR Image via Superpixel Restrained Deep Neural Network. IEEE Geoscience and Remote Sensing Letters, 2018, 15(1): 122-126.

[4] Jie Geng, Jianchao Fan, Hongyu Wang, Xiaorui Ma. High-Resolution SAR Image Classification via Deep Convolutional Autoencoders. IEEE Geoscience and Remote Sensing Letters, 2015, 12(11): 2351-2355.

[5] Jie Geng, Jianchao Fan, Hongyu Wang. Weighted Fusion-based Representation Classifiers for Marine Floating Raft Detection of SAR Images. IEEE Geoscience and Remote Sensing Letters, 2017, 14(3): 444-448.

[6] Jie Geng, Hongyu Wang, Jianchao Fan, Xiaorui Ma. Wishart Distance-Based Joint Collaborative Representation for Polarimetric SAR Image Classification. IET Radar, Sonar and Navigation, 2017, 11(11): 1620-1628.

[7] Xiaorui Ma, Jie Geng, Hongyu Wang. Hyperspectral Image Classification via Contextual Deep Learning. EURASIP Journal on Image and Video Processing, 2015,1:1-12.

[8] Xiaorui Ma, Hongyu Wang, Jie Geng. Spectral-Spatial Classification of Hyperspectral Image Based on Deep Auto-Encoders. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 2016, 9(9): 4073-4085.

[9] 耿杰, 范剑超, 王洪玉. 基于深度协同稀疏编码网络的海洋浮筏SAR图像目标识别. 自动化学报, 2016, 04: 593-604.

[10] Jie Geng, Hongyu Wang, Jianchao Fan, Xiaorui Ma. Classification of Fusing SAR and Multispectral Image via Deep Bimodal Autoencoders. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2017: 823-826.

[11] Jie Geng, Hongyu Wang, Xiaorui Ma. Change Detection of Marine Reclamation Using Multispectral Images via Patch-based Recurrent Neural Network. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2017: 612-615.

[12] Jie Geng, Jianchao Fan, Xiaorui Ma, Hongyu Wang. An Iterative Low-rank Representation for SAR Image Despeckling. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2016: 72-75.

[13] Jie Geng, Jianchao Fan, Hongyu Wang. Joint Collaborative Representation for Polarimetric SAR Image Classification. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2016: 3066-3070.

[14] Jie Geng, Hongyu Wang, Jianchao Fan, Xiaorui Ma. Change Detection of SAR Images Based on Supervised Contractive Autoencoders and Fuzzy Clustering. 2017 International Workshop on Remote Sensing with Intelligent Processing, 2017: 1-3.

[15] Jie Geng, Jianchao Fan, Xiu Su, Xiaorui Ma, Hongyu Wang. Spectral-Spatial Information Extraction and Classification of Mangrove Species Using Joint Sparse Representation. 4th International Conference on Computer Science and Network Technology, 2015: 1311-1315.

3申请专利

[1] 基于DSFNN与非局部决策的极化SAR图像半监督分类(申请号:201810670014.2

[2] 基于多特征与非负自动编码器的SAR图像分类方法(申请号:201810670123.4

[3] 基于上下文显著性检测与SAESAR图像变化检测(申请号:201810668030.8

 

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