Shengjie Liu

20 papers C 7Journal 13
YearRankTypeTitle / Venue / Authors
2025 J jnl
Daily Land Surface Temperature Reconstruction in Landsat Cross-Track Areas Using Deep Ensemble Learning With Uncertainty Quantification.
CoRR
Shengjie Liu, Siqin Wang, Lu Zhang
2025 J jnl
Daily Land Surface Temperature Reconstruction in Landsat Cross-Track Areas Using Deep Ensemble Learning With Uncertainty Quantification.
IEEE Trans. Geosci. Remote. Sens.
Shengjie Liu, Siqin Wang, Lu Zhang
2025 J jnl
Resolution Revolution: A Physics-Guided Deep Learning Framework for Spatiotemporal Temperature Reconstruction.
CoRR
Shengjie Liu, Lu Zhang, Siqin Wang
2024 J jnl
Deep Feature Gaussian Processes for Single-Scene Aerosol Optical Depth Reconstruction.
CoRR
Shengjie Liu, Lu Zhang
2024 J jnl
Deep Feature Gaussian Processes for Single-Scene Aerosol Optical Depth Reconstruction.
IEEE Geosci. Remote. Sens. Lett.
Shengjie Liu, Lu Zhang
2024 C conf
Using Time-Series Satellite Imagery to Detect Artificial Light At Night: the Case of Luojia-1 and International Space Station.
IGARSS
Shengjie Liu, Chu Wing So, Chun Shing Jason Pun
2023 C conf
Using High-Resolution Nighttime Remote Sensing Data to Identify Light Sources in Hong Kong.
IGARSS
Shengjie Liu, Chu Wing So, Hung Chak Ho, Qian Shi, Chun Shing Jason Pun
2023 C conf
Using Multi-Source Data to Capture the Impacts of Earth Hour 2021: A Case Study of Hong Kong.
IGARSS
Shengjie Liu, Chu Wing So, Xiang Feng Foo, Chun Shing Jason Pun
2022 C conf
Estimating PM2.5 and PM10 on Zhuhai-1 Hyperspectral Imagery.
IGARSS
Shengjie Liu, Qian Shi
2021 J jnl
Active Ensemble Deep Learning for Polarimetric Synthetic Aperture Radar Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Shengjie Liu, Haowen Luo, Qian Shi
2021 C conf
Analyzing Long-Term Artificial Light at Night Using Viirs Monthly Product with Land Use Data: Preliminary Result of Hong Kong.
IGARSS
Shengjie Liu, Chu Wing So, Chun Shing Jason Pun
2021 J jnl
Crop Mapping Using Sentinel Full-Year Dual-Polarized SAR Data and a CPU-Optimized Convolutional Neural Network With Two Sampling Strategies.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Shengjie Liu, Zhize Zhou, Huaxiang Ding, Yuanjun Zhong, Qian Shi
2021 J jnl
Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning.
IEEE Trans. Geosci. Remote. Sens.
Shengjie Liu, Qian Shi, Liangpei Zhang
2021 C conf
Multi-Label Local Climate Zone Mapping as Scene Classification Using Very High Resolution Imagery: Preliminary Result of Hong Kong.
IGARSS
Shengjie Liu, Qian Shi
2020 J jnl
Active Ensemble Deep Learning for Polarimetric Synthetic Aperture Radar Image Classification.
CoRR
Shengjie Liu, Haowen Luo, Qian Shi
2020 J jnl
Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning.
CoRR
Shengjie Liu, Qian Shi, Liangpei Zhang
2020 J jnl
Multitask Deep Learning With Spectral Knowledge for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Shengjie Liu, Qian Shi
2019 J jnl
Integration of Convolutional Neural Networks and Object-Based Post-Classification Refinement for Land Use and Land Cover Mapping with Optical and SAR Data.
Remote. Sens.
Shengjie Liu, Zhixin Qi, Xia Li, Anthony Gar-On Yeh
2019 J jnl
Multitask deep learning with spectral knowledge for hyperspectral image classification.
CoRR
Shengjie Liu, Qian Shi, Zhixin Qi
2018 C conf
Wide Contextual Residual Network with Active Learning for Remote Sensing Image Classification.
IGARSS
Shengjie Liu, Haowen Luo, Ying Tu, Zhi He, Jun Li