Fan Li

Publication Activity (10 Years)

Years Active: 2013-2018
Publications (10 Years): 13

Top Venues

IGARSS

IEEE Trans. Geosci. Remote. Sens.

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

ICIP

University of Waterloo, Ontario, Canada (PHD)

Education History

University of Waterloo, Ontario, Canada

PHD

Publications

Fan Li, David A. Clausi, Linlin Xu, Alexander Wong
ST-IRGS: A Region-Based Self-Training Algorithm Applied to Hyperspectral Image Classification and Segmentation. IEEE Trans. Geosci. Remote. Sens. 56 (1) (2018)
Linlin Xu, David A. Clausi, Fan Li, Alexander Wong
Weakly Supervised Classification of Remotely Sensed Imagery Using Label Constraint and Edge Penalty. IEEE Trans. Geosci. Remote. Sens. 55 (3) (2017)
Fan Li, Natalia Neverova, Christian Wolf, Graham W. Taylor
Modout: Learning Multi-Modal Architectures by Stochastic Regularization. FG (2017)
Linlin Xu, Alexander Wong, Fan Li, David A. Clausi
Intrinsic Representation of Hyperspectral Imagery for Unsupervised Feature Extraction. IEEE Trans. Geosci. Remote. Sens. 54 (2) (2016)
Linlin Xu, Alexander Wong, Fan Li, David A. Clausi
Extraction of Endmembers From Hyperspectral Images Using A Weighted Fuzzy Purified-Means Clustering Model. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (2) (2016)
Akshaya Kumar Mishra, Christian Scharfenberger, Parthipan Siva, Fan Li, Alexander Wong, David A. Clausi
DESIRe: Discontinuous energy seam carving for image retargeting via structural and textural energy functionals. ICIP (2015)
Fan Li, David A. Clausi, Lei Wang, Linlin Xu
A semi-supervised approach for ice-water classification using dual-polarization SAR satellite imagery. CVPR Workshops (2015)
Akshaya Kumar Mishra, Christian Scharfenberger, Parthipan Siva, Fan Li, Alexander Wong, David A. Clausi
DESIRe: Discontinuous energy seam carving for image retargeting via structural and textural energy functionals. ICIP (2015)
Fan Li, Linlin Xu, Alexander Wong, David A. Clausi
Feature Extraction for Hyperspectral Imagery via Ensemble Localized Manifold Learning. IEEE Geosci. Remote. Sens. Lett. 12 (12) (2015)
Linlin Xu, Fan Li, Alexander Wong, David A. Clausi
Hyperspectral Image Denoising Using a Spatial-Spectral Monte Carlo Sampling Approach. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (6) (2015)
Fan Li, Linlin Xu, Alexander Wong, David A. Clausi
QMCTLS: Quasi Monte Carlo Texture Likelihood Sampling for Despeckling of Complex Polarimetric SAR Images. IEEE Geosci. Remote. Sens. Lett. 12 (7) (2015)
Fan Li, Linlin Xu, Parthipan Siva, Alexander Wong, David A. Clausi
Hyperspectral Image Classification With Limited Labeled Training Samples Using Enhanced Ensemble Learning and Conditional Random Fields. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (6) (2015)
Linlin Xu, Mohammad Javad Shafiee, Alexander Wong, Fan Li, Lei Wang, David A. Clausi
Oil spill candidate detection from SAR imagery using a thresholding-guided stochastic fully-connected conditional random field model. CVPR Workshops (2015)
Fan Li, Alexander Wong, David A. Clausi
Combining rotation forests and adaboost for hyperspectral imagery classification using few labeled samples. IGARSS (2014)
Fan Li, Alexander Wong, David A. Clausi
Comparison of unsupervised segmentation methods for surficial materials mapping in Nunavut, Canada using RADARSAT-2 polarimetric, Landsat-7, and DEM data. IGARSS (2014)
Fan Li, Alexander Wong, David A. Clausi
Comparative study of feature space projection methods for hyperspectral image classification. IGARSS (2014)
Robert Amelard, Alexander Wong, Fan Li, David A. Clausi
Unsupervised classification of sea-ice using synthetic aperture radar via an adaptive texture sparsifying transform. IGARSS (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Fan Li