Shengjie Liu

According to our database, Shengjie Liu authored at least 16 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Daily Land Surface Temperature Reconstruction in Landsat Cross-Track Areas Using Deep Ensemble Learning With Uncertainty Quantification.

Shengjie Liu, Siqin Wang, Lu Zhang

CoRR, February, 2025

2024

Deep Feature Gaussian Processes for Single-Scene Aerosol Optical Depth Reconstruction.

Shengjie Liu, Lu Zhang

IEEE Geosci. Remote. Sens. Lett., 2024

Fine-Scale Mapping of Particulate Matter Using Landsat Imagery and Low-Cost Sensor Data from Purpleair: A Case Study of Los Angeles.

Shengjie Kris Liu, Siqin Wang

Proceedings of the IGARSS 2024, 2024

Using Time-Series Satellite Imagery to Detect Artificial Light At Night: the Case of Luojia-1 and International Space Station.

Shengjie Liu, Chu Wing So, Chun Shing Jason Pun

Proceedings of the IGARSS 2024, 2024

2023

Using High-Resolution Nighttime Remote Sensing Data to Identify Light Sources in Hong Kong.

Shengjie Liu, Chu Wing So, Hung Chak Ho, Qian Shi, Chun Shing Jason Pun

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Using Multi-Source Data to Capture the Impacts of Earth Hour 2021: A Case Study of Hong Kong.

Shengjie Liu, Chu Wing So, Xiang Feng Foo, Chun Shing Jason Pun

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Estimating PM2.5 and PM10 on Zhuhai-1 Hyperspectral Imagery.

Shengjie Liu, Qian Shi

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning.

Shengjie Liu, Qian Shi, Liangpei Zhang

IEEE Trans. Geosci. Remote. Sens., 2021

Crop Mapping Using Sentinel Full-Year Dual-Polarized SAR Data and a CPU-Optimized Convolutional Neural Network With Two Sampling Strategies.

Shengjie Liu, Zhize Zhou, Huaxiang Ding, Yuanjun Zhong, Qian Shi

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Active Ensemble Deep Learning for Polarimetric Synthetic Aperture Radar Image Classification.

Shengjie Liu, Haowen Luo, Qian Shi

IEEE Geosci. Remote. Sens. Lett., 2021

Analyzing Long-Term Artificial Light at Night Using Viirs Monthly Product with Land Use Data: Preliminary Result of Hong Kong.

Shengjie Liu, Chu Wing So, Chun Shing Jason Pun

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Multi-Label Local Climate Zone Mapping as Scene Classification Using Very High Resolution Imagery: Preliminary Result of Hong Kong.

Shengjie Liu, Qian Shi

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

Multitask Deep Learning With Spectral Knowledge for Hyperspectral Image Classification.

Shengjie Liu, Qian Shi

IEEE Geosci. Remote. Sens. Lett., 2020

2019

Integration of Convolutional Neural Networks and Object-Based Post-Classification Refinement for Land Use and Land Cover Mapping with Optical and SAR Data.

Shengjie Liu, Zhixin Qi, Xia Li, Anthony Gar-On Yeh

Remote. Sens., 2019

Multitask deep learning with spectral knowledge for hyperspectral image classification.

Shengjie Liu, Qian Shi, Zhixin Qi

CoRR, 2019

2018

Wide Contextual Residual Network with Active Learning for Remote Sensing Image Classification.

Shengjie Liu, Haowen Luo, Ying Tu, Zhi He, Jun Li

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018