YE Yuanxin

Faculty of Geosciences and Environmental Engineering (FGEE)

Associate Professor for Remote Sensing

Research Interests:

Remote sensing image processing and analysis

Contact:

SWJTU XIPU Campus Building 4 Room 4437

email: yeyuanxin@swjtu.edu.cn

Education:

B.E. Remote Sensing Science and Technology, Southwest jiaotong University, China, 2008

Ph.D. photogrammetry and Remote Sensing, Wuhan university, China, 2013

Experience

Assistant Professor, Faculty of Geosciences and Environmental Engineering at the Southwest Jiaotong University, 2013 – 2017.

Postdoctor, Trento University, 2015-2017.

Associate Professor, Faculty of Geosciences and Environmental Engineering at the Southwest Jiaotong University, since Dec. 2017.

Not more than 200 words

Research Interests

I have been involved in remote sensing image processing and analysis, digital photogrammetry, and computer vision

Specifically, my current interests are

(1)Automatic registration of multisenor remote sensing images.

(2)Change detection, object recognition, and image classification.

(3)Machine learning and deep learning for remote sensing data processing.

Selected Publications

Yuanxin Ye Mengmeng Wang Siyuan hao, and Qing zhu. A Novel Keypoint Detector Combining Corners and Blobs for Remote Sensing Image Registration. IEEE Geoscience and Remote Sensing Letters，2020, 1-5 (online)

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

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

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

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.

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