Yuan Fang

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 16

Top Topics

Smoothness Constraint

Unsupervised Classification

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

Xinwei Chen, Katharine Andrea Scott, Mingzhe Jiang, Yuan Fang, Linlin Xu, David A. Clausi
Sea ice classification with dual-polarized SAR imagery: a hierarchical pipeline. WACV (Workshops) (2023)
Yuan Fang, Yuxian Wang, Linlin Xu, Yujia Chen, Alexander Wong, David A. Clausi
Unsupervised Bayesian Subpixel Mapping Autoencoder Network for Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Xinwei Chen, Katharine Andrea Scott, Linlin Xu, Mingzhe Jiang, Yuan Fang, David A. Clausi
Uncertainty-Incorporated Ice and Open Water Detection on Dual-Polarized SAR Sea Ice Imagery. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Linlin Xu, Yuan Fang, Xinwei Chen, David A. Clausi
Light-Weighted Explainable Dual Transformer Network for Hyperspectral Image Classification. IGARSS (2023)
Yuan Fang, Alexander De Souza, Linlin Xu, Xinwei Chen, David A. Clausi
Endmember Variable Mineral Mapping with Bayesian Convolutional Unmixing Network Using Prisma Hyperspectral Imagery. WHISPERS (2023)
Yuxian Wang, Rongming Zhuo, Linlin Xu, Yuan Fang
A Spatial-Temporal Bayesian Deep Image Prior Model for Moderate Resolution Imaging Spectroradiometer Temporal Mixture Analysis. Remote. Sens. 15 (15) (2023)
Yuxian Wang, Yuan Fang, Wenlong Zhong, Rongming Zhuo, Junhuan Peng, Linlin Xu
A Spatial-Temporal Depth-Wise Residual Network for Crop Sub-Pixel Mapping from MODIS Images. Remote. Sens. 14 (21) (2022)
Yuan Fang, Yuxian Wang, Linlin Xu, Rongming Zhuo, Alexander Wong, David A. Clausi
BCUN: Bayesian Fully Convolutional Neural Network for Hyperspectral Spectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yuan Fang, Linlin Xu, Yuhao Chen, Wei Zhou, Alexander Wong, David A. Clausi
A Bayesian Deep Image Prior Downscaling Approach for High-Resolution Soil Moisture Estimation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Yuan Fang, Linlin Xu, Alexander Wong, David A. Clausi
Multi-Temporal Landsat-8 Images for Retrieval and Broad Scale Mapping of Soil Copper Concentration Using Empirical Models. Remote. Sens. 14 (10) (2022)
Yujia Chen, Linlin Xu, Yuan Fang, Junhuan Peng, Wenfu Yang, Alexander Wong, David A. Clausi
Unsupervised Bayesian Subpixel Mapping of Hyperspectral Imagery Based on Band-Weighted Discrete Spectral Mixture Model and Markov Random Field. IEEE Geosci. Remote. Sens. Lett. 18 (1) (2021)
Yuan Fang, Zhongzheng Hu, Linlin Xu, Alexander Wong, David A. Clausi
Estimation Of Iron Concentration In Soil Of A Mining Area From Uav-Based Hyperspectral Imagery. WHISPERS (2019)
Yuan Fang, Linlin Xu, Junhuan Peng, Honglei Yang, Alexander Wong, David A. Clausi
Unsupervised Bayesian Classification of a Hyperspectral Image Based on the Spectral Mixture Model and Markov Random Field. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (9) (2018)
Xiao Sun, Linlin Xu, Longshan Yang, Yujia Chen, Yuan Fang, Junhuan Peng
Super-resolution reconstruction of hyperspectral imagery using an spectral unmixing based representational model. IGARSS (2016)
Longshan Yang, Linlin Xu, Xiao Sun, Yuan Fang, Yujia Chen, Junhuan Peng
Denoising of hyperspectral imagery using an intrinsic spectral representation model with spatial smoothness constraint. IGARSS (2016)
Yuan Fang, Linlin Xu, Xiao Sun, Longshan Yang, Yujia Chen, Junhuan Peng
A novel unsupervised classification approach for hyperspectral imagery based on spectral mixture model and MARKOV random field. IGARSS (2016)