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ORCIDShengjie Liu 0001
Person information
- affiliation: University of Southern California, Spatial Sciences Institute, Los Angeles, CA, USA
- affiliation (former): University of Hong Kong, Department of Physics, Pokfulam, Hong Kong
- affiliation (former): Sun Yat-sen University, Key Laboratory of Urbanization and Geo-simulation, Guangzhou, China
Other persons with the same name
- Shengjie Liu (aka: Sheng-Jie Liu) — disambiguation page
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2020 – today
- 2025
[i5]Shengjie Liu, Siqin Wang, Lu Zhang:
Daily Land Surface Temperature Reconstruction in Landsat Cross-Track Areas Using Deep Ensemble Learning With Uncertainty Quantification. CoRR abs/2502.14433 (2025)- 2024
- [j6]Shengjie Liu
, Lu Zhang:
Deep Feature Gaussian Processes for Single-Scene Aerosol Optical Depth Reconstruction. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [c8]Shengjie Liu, Chu Wing So, Chun Shing Jason Pun:
Using Time-Series Satellite Imagery to Detect Artificial Light At Night: the Case of Luojia-1 and International Space Station. IGARSS 2024: 1305-1308 - [c7]Shengjie Kris Liu, Siqin Wang:
Fine-Scale Mapping of Particulate Matter Using Landsat Imagery and Low-Cost Sensor Data from Purpleair: A Case Study of Los Angeles. IGARSS 2024: 3850-3853 - [i4]Shengjie Liu, Lu Zhang:
Deep Feature Gaussian Processes for Single-Scene Aerosol Optical Depth Reconstruction. CoRR abs/2405.17262 (2024) - 2023
- [c6]Shengjie Liu, Chu Wing So, Xiang Feng Foo, Chun Shing Jason Pun:
Using Multi-Source Data to Capture the Impacts of Earth Hour 2021: A Case Study of Hong Kong. IGARSS 2023: 2398-2401 - [c5]Shengjie Liu, Chu Wing So, Hung Chak Ho, Qian Shi, Chun Shing Jason Pun:
Using High-Resolution Nighttime Remote Sensing Data to Identify Light Sources in Hong Kong. IGARSS 2023: 2827-2830 - 2022
- [c4]Shengjie Liu, Qian Shi:
Estimating PM2.5 and PM10 on Zhuhai-1 Hyperspectral Imagery. IGARSS 2022: 5933-5936 - 2021
- [j5]Shengjie Liu, Haowen Luo, Qian Shi:
Active Ensemble Deep Learning for Polarimetric Synthetic Aperture Radar Image Classification. IEEE Geosci. Remote. Sens. Lett. 18(9): 1580-1584 (2021) - [j4]Shengjie Liu, Zhize Zhou, Huaxiang Ding, Yuanjun Zhong, Qian Shi:
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. 14: 7017-7031 (2021) - [j3]Shengjie Liu, Qian Shi, Liangpei Zhang:
Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning. IEEE Trans. Geosci. Remote. Sens. 59(6): 5085-5102 (2021) - [c3]Shengjie Liu, Qian Shi:
Multi-Label Local Climate Zone Mapping as Scene Classification Using Very High Resolution Imagery: Preliminary Result of Hong Kong. IGARSS 2021: 6809-6812 - [c2]Shengjie Liu, Chu Wing So, Chun Shing Jason Pun:
Analyzing Long-Term Artificial Light at Night Using Viirs Monthly Product with Land Use Data: Preliminary Result of Hong Kong. IGARSS 2021: 6821-6824 - 2020
- [j2]Shengjie Liu, Qian Shi:
Multitask Deep Learning With Spectral Knowledge for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 17(12): 2110-2114 (2020) - [i3]Shengjie Liu, Haowen Luo, Qian Shi:
Active Ensemble Deep Learning for Polarimetric Synthetic Aperture Radar Image Classification. CoRR abs/2006.15771 (2020) - [i2]Shengjie Liu, Qian Shi, Liangpei Zhang:
Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning. CoRR abs/2009.03508 (2020)
2010 – 2019
- 2019
- [j1]Shengjie Liu, Zhixin Qi, Xia Li, Anthony Gar-On Yeh:
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. 11(6): 690 (2019) - [i1]Shengjie Liu, Qian Shi, Zhixin Qi:
Multitask deep learning with spectral knowledge for hyperspectral image classification. CoRR abs/1905.04535 (2019) - 2018
- [c1]Shengjie Liu, Haowen Luo, Ying Tu, Zhi He, Jun Li:
Wide Contextual Residual Network with Active Learning for Remote Sensing Image Classification. IGARSS 2018: 7145-7148
Coauthor Index
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