Jin Liu

PhD candidate in Wuhan University

github
google scholar
CSDN

About

I am currently pursuing the Ph.D degree with Science and Technology of Remote Sensing in the School of Remote Sensing and Information Engineering from Wuhan University, supervised by Prof. Jianya Gong and Prof. Shunping Ji. I received my B.S. degree in Science and Technology of Remote Sensing from Wuhan University in 2018, Hubei, China.
My research focuses on deep learning based multi-view stereo, 3D reconstruction, and large-scale urban reconstruction with UAV and optical satellite imagery.

Education


  • 🎓Ph.D candidate Science and Technology of Remote Sensing
    Wuhan University
    School of Remote Sensing and Information Engineering
    Sept. 2021 – now

  • 🎓M.S. Photogrammetry and Remote Sensing
    Wuhan University
    School of Remote Sensing and Information Engineering
    Sept. 2018 – June 2021

  • 🎓B.S. Science and Technology of Remote Sensing
    Wuhan University
    School of Remote Sensing and Information Engineering
    Sept. 2014 – June 2018


Publications

Deep learning based multi-view stereo matching and 3D scene reconstruction from oblique aerial images

ISPRS Journal of Photogrammetry and Remote Sensing, 2023

Jin Liu, Jian Gao, Shunping Ji, Chang Zeng, Shaoyi Zhang, Jianya Gong

[PDF] [code] [data]

A general deep learning based framework for 3D reconstruction from multi-view stereo satellite images

ISPRS Journal of Photogrammetry and Remote Sensing, 2023

Jian Gao, Jin Liu and Shunping Ji

[PDF] [code]

Rational Polynomial Camera Model Warping for Deep Learning Based Satellite Multi-View Stereo Matching

IEEE/CVF International Conference on Computer Vision(ICCV), 2021

Jian Gao, Jin Liu and Shunping Ji

[PDF] [code] [data]

Automatic 3D building reconstruction from multi-view aerial images with deep learning

ISPRS Journal of Photogrammetry and Remote Sensing, 2021

Dawen Yu, Shunping Ji, Jin Liu, Shiqing Wei.

[PDF] [code] [data]

A Novel Recurrent Encoder-Decoder Structure for Large-Scale Multi-view Stereo Reconstruction from An Open Aerial Dataset

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020

Jin Liu, Shunping Ji

[PDF] [code] [data]

Advanced Approach for Automatic Reconstruction of 3D Buildings from Aerial Images

International Archives of the Photogrammetry, Remote Sensing & Spatial Information Sciences, 2020

Dawen Yu, Shiqing Wei, Jin Liu, Shunping Ji

[PDF]

Automatic modulation classification scheme based on LSTM with random erasing and attention mechanism

IEEE Access, 2020

Yufan Chen, Wei Shao, Jin Liu, Lu Yu, Zuping Qian.

[PDF]

CNN based dense matching for aerial remote sensing images

Photogrammetric Engineering and Remote Sensing, 2019

Shunping Ji, Jin Liu, Meng Lu.

[PDF]

Evaluation of Deep Learning Based Stereo Matching methods: From Ground to Aerial Images

International Archives of the Photogrammetry, Remote Sensing & Spatial Information Sciences, 2018

Jin Liu, Shunping Ji, Chi Zhang, Zijie Qin.

[PDF]

基于深度学习的立体影像密集匹配方法综述

武汉大学学报●信息科学版, 2021

季顺平, 罗冲, 刘瑾

[PDF]

基于深度学习的航空遥感影像密集匹配

测绘学报, 2019

刘瑾, 季顺平

[PDF]

Last Updated: 1/3/2020, 2:03:33 PM