publications

2023

1. 

   Unsupervised CD in satellite image time series by contrastive learning and feature tracking

   Yuxing Chen, and Lorenzo Bruzzone

   arXiv preprint arXiv:2304.11375, 2023

2. 

   Incomplete Multimodal Learning for Remote Sensing Data Fusion

   Yuxing Chen, Maofan Zhao, and Lorenzo Bruzzone

   arXiv preprint arXiv:2304.11381, 2023

2022

1. 

   A self-supervised approach to pixel-level change detection in bi-temporal RS images

   Yuxing Chen, and Lorenzo Bruzzone

   IEEE Transactions on Geoscience and Remote Sensing, 2022

2. 

   AN Approach Based on Contrastive Learning and Vector Quantization to the Unsupervised Land-Cover Segmentation of Multimodal Images

   Yuxing Chen, and Lorenzo Bruzzone

   In IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

1. 

   Self-Supervised Change Detection in Multiview Remote Sensing Images

   Yuxing Chen, and Lorenzo Bruzzone

   IEEE Transactions on Geoscience and Remote Sensing, 2021

   Abs Bib HTML PDF

   In a complete theory there is an element corresponding to each element of reality. A sufficient condition for the reality of a physical quantity is the possibility of predicting it with certainty, without disturbing the system. In quantum mechanics in the case of two physical quantities described by non-commuting operators, the knowledge of one precludes the knowledge of the other. Then either (1) the description of reality given by the wave function in quantum mechanics is not complete or (2) these two quantities cannot have simultaneous reality. Consideration of the problem of making predictions concerning a system based on measurements made on another system that had previously interacted with it leads to the result that if (1) is false then (2) is also false. One is thus led to conclude that the description of reality as given by a wave function is not complete.

   @article{chen2021self,
     title = {Self-Supervised Change Detection in Multiview Remote Sensing Images},
     author = {Chen, Yuxing and Bruzzone, Lorenzo},
     journal = {IEEE Transactions on Geoscience and Remote Sensing},
     volume = {60},
     pages = {1--12},
     year = {2021},
     publisher = {IEEE},
     doi = {10.1103/PhysRev.47.777},
     url = {http://link.aps.org/doi/10.1103/PhysRev.47.777},
     dimensions = {true},
   }

2. 

   Self-supervised sar-optical data fusion of sentinel-1/-2 images

   Yuxing Chen, and Lorenzo Bruzzone

   IEEE Transactions on Geoscience and Remote Sensing, 2021

3. 

   Self-supervised change detection by fusing SAR and optical multi-temporal images

   Yuxing Chen, and Lorenzo Bruzzone

   In 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 2021

2020

1. 

   ARU-net: Reduction of atmospheric phase screen in SAR interferometry using attention-based deep residual U-net

   Yuxing Chen, Lorenzo Bruzzone, Liming Jiang, and 1 more author

   IEEE Transactions on Geoscience and Remote Sensing, 2020

2019

1. 

   Monitoring permafrost deformation in the upstream Heihe River, Qilian Mountain by using multi-temporal Sentinel-1 InSAR dataset

   YuXing Chen, LiMing JIANG, LinLin LIANG, and 1 more author

   Chinese Journal of Geophysics, 2019