An Empirical Study on Data Augmentation for Pixelwise Satellite Image Time-Series Classification and Cross-Year Adaptation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025
SITS-Former: A pre-trained spatio-spectral-temporal representation model for Sentinel-2 time series classification.
Int. J. Appl. Earth Obs. Geoinformation, 2022
Using An Attention-Based LSTM Encoder-Decoder Network for Near Real-Time Disturbance Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Monitoring abrupt changes in satellite time series by seasonal confidence interval of regression residuals.
Int. J. Wavelets Multiresolution Inf. Process., 2016
Improving time series anomaly detection based on exponentially weighted moving average (EWMA) of season-trend model residuals.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Continuous anomaly detection in satellite image time series based on Z-scores of Season-Trend model Residuals.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
MODIS NDVI time series clustering under dynamic time warping.
Int. J. Wavelets Multiresolution Inf. Process., 2014