081203-计算机应用技术
085400-电子信息
081602-摄影测量与遥感

深度学习网络与遥感模型融合
多源遥感数据时空融合与超分辨
高光谱定量反演

2013-02--2015-02   University of Wisconsin Madison   联合培养博士
2009-09--2015-12   武汉大学   博士
2005-09--2009-06   武汉大学   学士

   

2021-12~现在, 中国科学院深圳先进技术研究院, 副研究员
2016-02~2021-12,中国科学院深圳先进技术研究院, 助理研究员

   

[1] 韩宇, 陈劲松, 郭善昕, 张彦南, 姜小砾. 基岩海岸岸线的提取方法及系统. CN: CN107563296B, 2021-01-19.
[2] 刘军, 陈劲松, 陈凯, 郭善昕. 一种旋转缩放平移不变性的遥感图像检索方法及装置. CN: CN106570125B, 2020-08-25.
[3] 刘军, 陈劲松, 陈凯, 郭善昕. 基于对象属性关联规则的遥感图像检索方法及系统. CN: CN106570127B, 2020-07-24.
[4] 韩宇, 陈劲松, 郭善昕, 王久娟, 张彦南, 姜小砾. Landsat TM遥感影像数据除云方法及系统. CN: CN107274361B, 2019-11-19.
[5] 刘军, 陈劲松, 陈凯, 郭善昕. 一种基于像素级关联规则的遥感图像语义检索方法及装置. CN: CN106570136B, 2019-10-29.
[6] 刘军, 陈劲松, 陈凯, 郭善昕. 基于对象级关联规则的遥感图像语义检索方法及系统. CN: CN106570124B, 2019-10-18.
[7] 孙博, 陈曦, 钱静, 郭善昕. 基于时间序列遥感信息的建成区提取方法及装置. CN: CN106682624B, 2019-08-02.
[8] 郭善昕. 一种基于MODIS的叶绿素产品降尺度方法及装置. CN: CN109359264A, 2019-02-19.

   

[1] Jia, Jianxin, Chen, Jinsong, Zheng, Xiaorou, Wang, Yueming, Guo, Shanxin, Sun, Haibin, Jiang, Changhui, Karjalainen, Mika, Karila, Kirsi, Duan, Zhiyong, Wang, Tinghuai, Xu, Chong, Hyyppa, Juha, Chen, Yuwei. Tradeoffs in the Spatial and Spectral Resolution of Airborne Hyperspectral Imaging Systems: A Crop Identification Case Study. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2022, 60: [2] Jia, Jianxin, Zheng, Xiaorou, Guo, Shanxin, Wang, Yueming, Chen, Jinsong. Removing Stripe Noise Based on Improved Statistics for Hyperspectral Images. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS[J]. 2022, 19: http://dx.doi.org/10.1109/LGRS.2020.3028443.
[3] Wu, Binglong, Shen, Yuan, Guo, Shanxin, Chen, Jinsong, Sun, Luyi, Li, Hongzhong, Ao, Yong. High Quality Object Detection for Multiresolution Remote Sensing Imagery Using Cascaded Multi-Stage Detectors. REMOTE SENSING[J]. 2022, 14(9): http://dx.doi.org/10.3390/rs14092091.
[4] Zheng, Xiaorou, Jia, Jianxin, Guo, Shanxin, Chen, Jinsong, Sun, Luyi, Xiong, Yingfei, Xu, Wenna. Full Parameter Time Complexity (FPTC): A Method to Evaluate the Running Time of Machine Learning Classifiers for Land Use/Land Cover Classification. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING[J]. 2021, 14: 2222-2235, https://doaj.org/article/6bca6eb080b34dcc8776ec4c272791e3.
[5] Lin, Chuang, Guo, Shanxin, Chen, Jinsong, Sun, Luyi, Zheng, Xiaorou, Yang, Yan, Xiong, Yingfei. Deep Learning Network Intensification for Preventing Noisy-Labeled Samples for Remote Sensing Classification. REMOTE SENSING[J]. 2021, 13(9): https://doaj.org/article/1d2807c172c84a8a911fee8936d2c0da.
[6] Zhang, Guiming, Zhu, AXing, Liu, Jing, Guo, Shanxin, Zhu, Yunqiang. PyCLiPSM: Harnessing heterogeneous computing resources on CPUs and GPUs for accelerated digital soil mapping. TRANSACTIONS IN GIS[J]. 2021, 25(3): 1396-1418, http://dx.doi.org/10.1111/tgis.12730.
[7] Xu, Wenna, Deng, Xinping, Guo, Shanxin, Chen, Jinsong, Sun, Luyi, Zheng, Xiaorou, Xiong, Yingfei, Shen, Yuan, Wang, Xiaoqin. High-Resolution U-Net: Preserving Image Details for Cultivated Land Extraction. SENSORS[J]. 2020, 20(15): https://doaj.org/article/a87a8c0f235a4cc8ae725653bc993690.
[8] Xiong, Yingfei, Guo, Shanxin, Chen, Jinsong, Deng, Xinping, Sun, Luyi, Zheng, Xiaorou, Xu, Wenna. Improved SRGAN for Remote Sensing Image Super-Resolution Across Locations and Sensors. REMOTE SENSING[J]. 2020, 12(8): http://dx.doi.org/10.3390/rs12081263.
[9] Xiaoli Li, Jinsong Chen, Longlong Zhao, Shanxin Guo, Luyi Sun, Xuemei Zhao. Adaptive Distance-Weighted Voronoi Tessellation for Remote Sensing Image Segmentation. REMOTE SENSING[J]. 2020, 12(24): https://doaj.org/article/f08ac58507794738b5ed143bb571d3ab.
[10] Xinping Deng, Shanxin Guo, Luyi Sun, Jinsong Chen. Identification of Short-Rotation Eucalyptus Plantation at Large Scale Using Multi-Satellite Imageries and Cloud Computing Platform. REMOTE SENSING[J]. 2020, 12(13): https://doaj.org/article/3ea7ef3ece0f487e9cff6457490dac04.
[11] Luyi Sun, Jinsong Chen, Shanxin Guo, Xinping Deng, Yu Han. Integration of Time Series Sentinel-1 and Sentinel-2 Imagery for Crop Type Mapping over Oasis Agricultural Areas. REMOTE SENSING[J]. 2020, 12(1): https://doaj.org/article/3b8809bf2efe4e30ba8bbaa07a5eafd6.
[12] Shanxin Guo, Bo Sun, Hankui K Zhang, Jing Liu, Jinsong Chen, Jiujuan Wang, Xiaoli Jiang, Yan Yang. MODIS ocean color product downscaling via spatio-temporal fusion and regression: The case of chlorophyll-a in coastal waters. International Journal of Applied Earth Observations and Geoinformation. 2018, 73: 340-361, http://dx.doi.org/10.1016/j.jag.2018.06.004.
[13] Shanxin Guo, A-Xing Zhu, Lingkui Meng, James E. Burt, Fei Du, Jing Liu, Guiming Zhang. Unification of soil feedback patterns under different evaporation conditions to improve soil differentiation over flat area. International Journal of Applied Earth Observations and Geoinformation. 2016, 49: 126-137, http://dx.doi.org/10.1016/j.jag.2016.02.002.
[14] Shanxin Guo, Lingkui Meng, AXing Zhu, James E Burt, Fei Du, Jing Liu, Guiming Zhang. Data-Gap Filling to Understand the Dynamic Feedback Pattern of Soil. REMOTE SENSING[J]. 2015, 7(9): 11801-11820, http://www.irgrid.ac.cn/handle/1471x/992549.