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Yuan Fang
Yuan Fang
University of Waterloo, Department of Systems Design Engineering
Adresă de e-mail confirmată pe uwaterloo.ca
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Unsupervised Bayesian classification of a hyperspectral image based on the spectral mixture model and Markov random field
Y Fang, L Xu, J Peng, H Yang, A Wong, DA Clausi
Ieee Journal of Selected Topics in Applied Earth Observations and Remote …, 2018
252018
Extending a linear kernel-driven BRDF model to realistically simulate reflectance anisotropy over rugged terrain
K Yan, H Li, W Song, Y Tong, D Hao, Y Zeng, X Mu, G Yan, Y Fang, ...
IEEE Transactions on Geoscience and Remote Sensing 60, 1-16, 2021
192021
BCUN: Bayesian fully convolutional neural network for hyperspectral spectral unmixing
Y Fang, Y Wang, L Xu, R Zhuo, A Wong, DA Clausi
IEEE Transactions on Geoscience and Remote Sensing 60, 1-14, 2022
182022
Sea ice classification with dual-polarized SAR imagery: A hierarchical pipeline
X Chen, KA Scott, M Jiang, Y Fang, L Xu, DA Clausi
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023
162023
Uncertainty-incorporated ice and open water detection on dual-polarized SAR sea ice imagery
X Chen, KA Scott, L Xu, M Jiang, Y Fang, DA Clausi
IEEE Transactions on Geoscience and Remote Sensing 61, 1-13, 2023
142023
A Bayesian deep image prior downscaling approach for high-resolution soil moisture estimation
Y Fang, L Xu, Y Chen, W Zhou, A Wong, DA Clausi
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2022
132022
Unsupervised Bayesian subpixel mapping of hyperspectral imagery based on band-weighted discrete spectral mixture model and Markov random field
Y Chen, L Xu, Y Fang, J Peng, W Yang, A Wong, DA Clausi
IEEE Geoscience and Remote Sensing Letters 18 (1), 162-166, 2020
132020
Estimation of iron concentration in soil of a mining area from UAV-based hyperspectral imagery
Y Fang, Z Hu, L Xu, A Wong, DA Clausi
2019 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution …, 2019
112019
Retrieval and mapping of heavy metal concentration in soil using time series landsat 8 imagery
Y Fang, L Xu, J Peng, H Wang, A Wong, DA Clausi
The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2018
102018
Multi-temporal landsat-8 images for retrieval and broad scale mapping of soil copper concentration using empirical models
Y Fang, L Xu, A Wong, DA Clausi
Remote Sensing 14 (10), 2311, 2022
92022
A novel unsupervised classification approach for hyperspectral imagery based on spectral mixture model and Markov random field
Y Fang, L Xu, X Sun, L Yang, Y Chen, J Peng
2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2016
52016
A Spatial–Temporal Depth-Wise Residual Network for Crop Sub-Pixel Mapping from MODIS Images
Y Wang, Y Fang, W Zhong, R Zhuo, J Peng, L Xu
Remote Sensing 14 (21), 5605, 2022
32022
A novel spectral-temporal Bayesian unmixing algorithm with spatial prior for Sentinel-2 time series
R Zhuo, Y Fang, L Xu, Y Chen, Y Wang, J Peng
Remote Sensing Letters 13 (5), 522-532, 2022
32022
A Spatial–Temporal Bayesian Deep Image Prior Model for Moderate Resolution Imaging Spectroradiometer Temporal Mixture Analysis
Y Wang, R Zhuo, L Xu, Y Fang
Remote Sensing 15 (15), 3782, 2023
22023
Unsupervised Bayesian subpixel mapping autoencoder network for hyperspectral images
Y Fang, Y Wang, L Xu, Y Chen, A Wong, DA Clausi
IEEE Transactions on Geoscience and Remote Sensing 61, 1-12, 2023
22023
Deep residual transform for multi-scale image decomposition
Y Chen, A Wong, Y Fang, Y Wu, L Xu
Journal of Computational Vision and Imaging Systems 6 (1), 1-5, 2020
22020
Super-resolution reconstruction of hyperspectral imagery using an spectral unmixing based representational model
X Sun, L Xu, L Yang, Y Chen, Y Fang, J Peng
2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2016
12016
The AutoICE Challenge
A Stokholm, J Buus-Hinkler, T Wulf, A Korosov, R Saldo, LT Pedersen, ...
The Cryosphere 18 (8), 3471-3494, 2024
2024
Endmember Variable Mineral Mapping with Bayesian Convolutional Unmixing Network Using Prisma Hyperspectral Imagery
Y Fang, A De Souza, L Xu, X Chen, DA Clausi
2023 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution …, 2023
2023
Light-Weighted Explainable Dual Transformer Network for Hyperspectral Image Classification
L Xu, Y Fang, X Chen, DA Clausi
IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023
2023
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