叶沅鑫

教授

博士生导师 硕士生导师

学历:博士研究生毕业

学位:工学博士学位

办公地点:西南交通大学犀浦校区4号教学楼4502房间

主要任职:测绘遥感信息系主任助理

毕业院校:武汉大学

所在单位:地球科学与工程学院

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论文成果

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公开发表学术论文90余篇,其中以第一作者和通信作者身份在ISPRS Journal和IEEE TGRS等国际遥感领域知名期刊发表SCI论文34篇,EI论文23余篇,ESI热点论文2篇,ESI高引论文9篇,中文顶级期刊14篇,2篇第一作者论文分别荣获第23届国际摄影测量与遥感大会(4年一届)和2017年国际摄影测量与遥感地球空间周(2年一届)的最佳青年论文奖。

主要期刊论文(*表示通讯作者)

英文期刊论文

[1] Bai Zhu, Yuanxin Ye*, Liang Zhou, Zhilin,Li, Gaofei Yin.  Robust registration of aerial images and LiDAR data using spatial constraints and Gabor structural features. ISPRS Journal of Photogrammetry  and Remote Sensing, 2021, 129-147 (SCI) (IF=8.9)

[2] Liang Zhou,Yuanxin Ye*, Tengfeng Tang, Ke Nan, Yao Qin. Robust Matching for SAR and Optical Images Using Multiscale Convolutional Gradient Features. IEEE Geoscience and Remote Sensing Letters, 2021,1-5 (online)

[3] Yuanxin Ye, Mengmeng Wang, Siyuan Hao*, Qing Zhu. A Novel Keypoint Detector Combining Corners and Blobs for Remote Sensing Image Registration. IEEE Geoscience and Remote Sensing Letters, 2021,18(3), 451-455. (IF=3.534)

[4]Yuanxin Ye,  Lorenzo Bruzzone,  Jie Shan,et al. Fast and Robust Matching for Multimodal Remote Sensing Image Registration.IEEE Transactions on Geoscience and Remote Sensing, 2019,57(11), 9059-9070 (IF=5.6)

[5]M. Hao, W. Shi, Yuanxin Ye*, et al. A novel change detection approach for VHR remote sensing images by integrating multi-scale features. International Journal of Remote Sensing, 2019, 40(13 ): 4910-4933.(IF=2.493)

[6]Yuanxin Ye, Jie Shan, Siyuan Hao,et al. A Local Phase Based Invariant Feature for Remote Sensing Image Matching. ISPRS Journal of Photogrammetry and Remote Sensing, 2018,14(2018),205-221(IF=8.9)

[7] S. Hao, W. Wang, Yuanxin Ye*.,et al.A Deep Network Architecture for Super-resolution aided Hyperspectral Image Classification with Class-wise Loss,IEEE Trans. Geosci. Remote Sens., 2018,1-14 (IF=5.6)

[8] S. Hao, W. Wang, Yuanxin Ye*, et al. Two-Stream Deep Architecture for Hyperspectral Image Classification[J]. IEEE Transactions on Geoscience and Remote Sensing, 2018,4(56),2349-2361 (IF=5.6)

[9]Yuanxin Ye, J. Shan, L. Bruzzone, and L. Shen. Robust registration of multimodal remote sensing images based on structural similarity. IEEE Trans. Geosci. Remote Sens., 55(5), 2017,2941-2958((IF=5.6))(ESI高引论文)

[10]Yuanxin Ye, L. Shen, M. Hao, J. Cheng, and Z. Xu, Robust Optical-to-SAR Image Matching Based on Shape Properties, IEEE Geosci. Remote Sens. Lett., 2017,14(4), 564-568 (IF=3.534)

[11]Yuanxin YE, Jie SHAN. A Local Descriptor Based Registration Method for Multispectral Remote Sensing Images with Non-linear Intensity Differences. ISPRS Journal of Photogrammetry and Remote Sensing[J], 2014, 90(2014), 83-95(IF=8.942)

[12]Ma, L., Liu, Y., Zhang, X., YE Yuanxin, et al. Deep learning in remote sensing applications: A meta-analysis and review. ISPRS journal of photogrammetry and remote sensing, 2019, 152, 166-177.(IF=8.942)(ESI热点论文1篇)

 

中文期刊论文

[1] 叶沅鑫*,孙苗苗,王蒙蒙,谭鑫. 结合邻域信息和结构特征的遥感影像变化检测. 测绘学报,2021,50(10), 在线发表

[2] 南轲,齐华,叶沅鑫*. 深度卷积特征表达的多模态遥感影像模板匹配方法. 测绘学报. 2019, 48(6): 727-736

[3] 叶沅鑫, 郝思媛,曹云刚. 基于几何结构属性的光学和SAR影像自动配准. 红外和毫米学报(SCI),2017,36(6):720-726

[4]叶沅鑫,慎利,陈敏,王继成. 局部相位特征描述的多源遥感影像匹配. 武汉大学学报信息科学版. 2017, 42(9):1278-1284.

[5]叶沅鑫,慎利. 面向遥感影像匹配的特征点检测算子性能评估. 西南交通大学学报,2016,51(6): 1170-1176.

[6]叶沅鑫,单杰,彭剑威,熊金鑫,李维. 利用局部自相似进行多光谱遥感影像自动配准. 测绘学报. 2014, 40(3): 268-275

[7]叶沅鑫,单杰,熊金鑫,董来根. 一种结合SIFT和边缘信息的多源遥感影像匹配方法. 武汉大学学报信息科学版. 2013, 38(10): 1148-1151

[8]刘良明,叶沅鑫,范登科,徐琪. FY-2卫星 S-VISSR数据几何纠正研究. 武汉大学学报信息科学版, 2012,37(4):384-388

主要会议论文(*表示通讯作者)

[1] Yuanxin Ye, Lorenzo Bruzzone, Jie Shan and Li Shen. Fast and Robust Structure-based Multimodal Geospatial Image Matching. 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2017), 2017, Fort Worth,USA (oral)

[2]Yuanxin YE. Fast and Robust Registration of Multimodal Remote Sensing Images via Dense Orientated Gradient Feature. International Archives of the Photogrammetry, Remote Sensing & Spatial Information Sciences. 2017 ISPRS Geospatial Week 2017, 18–22 September 2017, Wuhan, China (2017年国际摄影测量与遥感地球空间周最佳青年论文奖)

[3]Yuanxin YE, Li SHEN. HOPC: A Novel Similarity Metric Based on Geometric Structural Properties for Multi-Modal Remote Sensing Image. ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, III-1 : 9-16,2016 (第23届国际摄影测量与遥感大会最佳青年论文奖)

[4]Yuanxin Ye, Li Shen, Jicheng Wang, et al. Automatic Matching of Optical and SAR Imagery through Shape Property. 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2015),2015,milano,Italy (oral)

[5]Yuanxin YE,,Lian XIONG,Jie SHAN. Automated Multi-source Remote Sensing Image Registration Based On Phase Congruency. XXII ISPRS Congress,2012,Melbourne,Australian (oral)

[6]Yuanxin YE,Liangming LIU,Dengke FAN. An Automatic Precision Registration Approach Based on SIFT and Harris Feature for Multi-Source Remote Sensing Images[C]. Proceedings of SPIE: sixth International Symposium on Digital Earth,2010,Beijing,China (oral)


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