sjliu68
remote sensing, image analysis, machine learning, urban studies, night lights
University of Southern CaliforniaLos Angeles
Pinned Repositories
360image
Show 360 images with a clickable map
ArcPy-Function
Python scripts used in ArcGIS/ArcPy
Estimation-of-PM2.5-PM10-from-Satellite-Imagery
Estimate PM2.5/PM10 from satellite imagery
GNSS-satellite-position
Calculate satellite position from Rinex navigation file.
Google-Earth-Engine-Application
Scripts used in GEE
lcz
Liu, S. and Shi, Q., 2020. Local climate zone mapping as remote sensing scene classification using deep learning: A case study of metropolitan China. ISPRS Journal of Photogrammetry and Remote Sensing, 164, pp.229-242.
MDL4OW
S. Liu, Q. Shi and L. Zhang, "Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning," in IEEE Transactions on Geoscience and Remote Sensing, doi: 10.1109/TGRS.2020.3018879.
Orbita-Hyperspectral-Imagery-to-Top-of-Atmosphere-Reflectance
Convert Orbita Zhuhai-1 satellite data to TOA reflectance
Remote-Sensing-Image-Classification
Remote sensing image classification based on deep learning
sen2to10
Convert Sentinel-2 imagery to spatial resolution of 10 m
sjliu68's Repositories
sjliu68/Estimation-of-PM2.5-PM10-from-Satellite-Imagery
Estimate PM2.5/PM10 from satellite imagery
sjliu68/lcz
Liu, S. and Shi, Q., 2020. Local climate zone mapping as remote sensing scene classification using deep learning: A case study of metropolitan China. ISPRS Journal of Photogrammetry and Remote Sensing, 164, pp.229-242.
sjliu68/GNSS-satellite-position
Calculate satellite position from Rinex navigation file.
sjliu68/sen2to10
Convert Sentinel-2 imagery to spatial resolution of 10 m
sjliu68/ArcPy-Function
Python scripts used in ArcGIS/ArcPy
sjliu68/Orbita-Hyperspectral-Imagery-to-Top-of-Atmosphere-Reflectance
Convert Orbita Zhuhai-1 satellite data to TOA reflectance
sjliu68/scikit-multilearn
A scikit-learn based module for multi-label et. al. classification
sjliu68/ardasnck.github.io
My personal research website
sjliu68/CGDL-for-Open-Set-Recognition
Code for CVPR2020 paper: Conditional Gaussian Distribution Learning for Open Set Recognition
sjliu68/counterfactual-open-set
Counterfactual Image Generation
sjliu68/CRPM-Net
PolSAR Image Classification Based on Dilated Convolution and Pixel-Refining Mapping Network in Complex Domain
sjliu68/cv-gboeing
Dr. Geoff Boeing's academic CV in latex
sjliu68/DeepLearning4HumanMobility
sjliu68/Easy-Nightlight
Using ENVI-IDL to extract nighttime light data for social and economic studies.
sjliu68/espa-surface-reflectance
sjliu68/hkmap
HKMap
sjliu68/hkmap-red-blue-light
HK night lights
sjliu68/lczmap
Local Climate Map Examples
sjliu68/MLx2-LCZ
Multi-Label Machine Learning for Local Climate Zone Mapping
sjliu68/mmdetection
Open MMLab Detection Toolbox and Benchmark
sjliu68/Oh-My-ArcGIS
Some very painful actions that need a script for batch processing in ArcGIS
sjliu68/preprint
Preprint of published & accepted papers
sjliu68/psu-test
Test code for PSU GEOlab Entry Assessment
sjliu68/PyRAT
General purpose Synthetic Aperture Radar (SAR) postprocessing software package
sjliu68/pytorch_active_learning
PyTorch Library for Active Learning to accompany Human-in-the-Loop Machine Learning book
sjliu68/pytorch_segmentation
Semantic segmentation models, datasets and losses implemented in PyTorch.
sjliu68/RS-Satellite-Position
Calculate satellite position based on header files
sjliu68/save-map-without-axis-and-blank
Save classification maps using matplotlib without axis and blank.
sjliu68/Time-Series-VNP46A1
Time Series VNP46A1 Night Lights Analysis
sjliu68/zEpid
Epidemiology analysis package