GPU-Accelerated CatBoost-Forest for Hyperspectral Image Classification Via Parallelized mRMR Ensemble Subspace Feature Selection

Sicong Liu , Alim Samat , Peijun Du , Erzhu Li
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 14 3200 -3214

12
2021
Shore Zone Classification from ICESat-2 Data over Saint Lawrence Island

Sicong Liu , Xiong Xu , Xiaohua Tong , Huan Xie
Marine Geodesy 1 -13

2021
Hybrid Attention Based Residual Network for Pansharpening

Hongming Zhu , Qin Liu , Hongfei Fan , Bowen Du
Remote Sensing 13 ( 10) 1962

2021
Oil Spill Detection via Multitemporal Optical Remote Sensing Images: A Change Detection Perspective

Sicong Liu , Mingmin Chi , Yangxiu Zou , Alim Samat
IEEE Geoscience and Remote Sensing Letters 14 ( 3) 324 -328

21
2017
Unsupervised Hyperspectral Remote Sensing Image Clustering Based on Adaptive Density

Huan Xie , Ang Zhao , Shengyu Huang , Jie Han
IEEE Geoscience and Remote Sensing Letters 15 ( 4) 632 -636

38
2018
Advances in Hyperspectral Image and Signal Processing: A Comprehensive Overview of the State of the Art

Javier Plaza , Behnood Rasti , Antonio Plaza , Pedram Ghamisi
IEEE Geoscience and Remote Sensing Magazine 5 ( 4) 37 -78

494
2017
A Review of Change Detection in Multitemporal Hyperspectral Images: Current Techniques, Applications, and Challenges

Sicong Liu , Daniele Marinelli , Lorenzo Bruzzone , Francesca Bovolo
IEEE Geoscience and Remote Sensing Magazine 7 ( 2) 140 -158

174
2019
Use of colour transformation and the geodesic method for road centreline extraction from VHR satellite images

Zelang Miao , Lipeng Gao , Yueguang He , Lixin Wu
International Journal of Remote Sensing 40 ( 10) 4043 -4058

2
2019
A New Fusion Approach for Extracting Urban Built-up Areas from Multisource Remotely Sensed Data

Xiaolong Ma , Chengming Li , Xiaohua Tong , Sicong Liu
Remote Sensing 11 ( 21) 2516

7
2019
Change detection in high-resolution images based on feature importance and ensemble method

Xin Wang , Peijun Du , Sicong Liu , Gang Lu
Arabian Journal of Geosciences 12 ( 14) 1 -11

2019
Random Forest and Rotation Forest for fully polarized SAR image classification using polarimetric and spatial features

Peijun Du , Alim Samat , Björn Waske , Sicong Liu
Isprs Journal of Photogrammetry and Remote Sensing 105 ( 105) 38 -53

393
2015
An improved change detection approach using tri-temporal logic-verified change vector analysis

Peijun Du , Xin Wang , Dongmei Chen , Sicong Liu
Isprs Journal of Photogrammetry and Remote Sensing 161 278 -293

7
2020
Extraction of built-up areas in Chinese silk road economic belt based on DMSP-OLS data

Xiaolong Ma , Xiaohua Tong , Sicong Liu , Zhaoting Ma
2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 5877 -5880

2
2017
A High-Precision Elliptical Target Identification Method for Image Sequences

Shouzhu Zheng , Peng Chen , Sicong Liu , Xiaolong Ma
IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium 3374 -3377

2018
A multitemporal change detection solution to oil spill monitoring

Sicong Liu , Mingmin Chi , Yangxiu Zou , Alim Samat
2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 7718 -7721

2016
A novel semisupervised framework for multiple change detection in hyperspectral images

Sicong Liu , Xiaohua Tong , Lorenzo Bruzzone , Peijun Du
2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 173 -176

9
2017
A spectral-spatial multiscale approach for unsupervised multiple change detection

Sicong Liu , Qian Du , Xiaohua Tong , Alim Samat
2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 169 -172

1
2017