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Fan Li
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Hyperspectral Image Classification With Limited Labeled Training Samples Using Enhanced Ensemble Learning and Conditional Random Fields
F Li, L Xu, P Siva, A Wong, D Clausi
Selected Topics in Applied Earth Observations and Remote Sensing, IEEE …, 2015
572015
ST-IRGS: A region-based self-training algorithm applied to hyperspectral image classification and segmentation
F Li, DA Clausi, L Xu, A Wong
IEEE Transactions on Geoscience and Remote Sensing 56 (1), 3-16, 2017
452017
Hyperspectral Image Denoising Using a Spatial–Spectral Monte Carlo Sampling Approach
L Xu, F Li, A Wong, D Clausi
Selected Topics in Applied Earth Observations and Remote Sensing, IEEE …, 2015
282015
Oil spill candidate detection from SAR imagery using a thresholding-guided stochastic fully-connected conditional random field model
L Xu, M Javad Shafiee, A Wong, F Li, L Wang, D Clausi
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2015
232015
Intrinsic Representation of Hyperspectral Imagery for Unsupervised Feature Extraction
L Xu, A Wong, F Li, DA Clausi
Geoscience and Remote Sensing, IEEE Transactions on, 2015
222015
Weakly supervised classification of remotely sensed imagery using label constraint and edge penalty
L Xu, DA Clausi, F Li, A Wong
IEEE Transactions on Geoscience and Remote Sensing 55 (3), 1424-1436, 2016
182016
Alter-CNN: An Approach to Learning from Label Proportions with Application to Ice-Water Classification
F Li, G Taylor
Neural Information Processing Systems Workshops (NIPSW) on Learning and …, 2015
152015
Feature extraction for hyperspectral imagery via ensemble localized manifold learning
F Li, L Xu, A Wong, DA Clausi
IEEE Geoscience and Remote Sensing Letters 12 (12), 2486-2490, 2015
142015
Modout: Learning multi-modal architectures by stochastic regularization
F Li, N Neverova, C Wolf, G Taylor
2017 12th IEEE International Conference on Automatic Face & Gesture …, 2017
132017
Modout: Learning to fuse modalities via stochastic regularization
F Li, N Neverova, C Wolf, G Taylor
Journal of Computational Vision and Imaging Systems 2 (1), 2016
112016
Extraction of Endmembers From Hyperspectral Images Using A Weighted Fuzzy Purified-Means Clustering Model
L Xu, A Wong, F Li, DA Clausi
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2015
112015
A semi-supervised approach for ice-water classification using dual-polarization SAR satellite imagery
F Li, DA Clausi, L Wang, L Xu
Proceedings of the IEEE conference on computer vision and pattern …, 2015
102015
Modout: Learning to fuse face and gesture modalities with stochastic regularization
F Li, N Neverova, C Wolf, GW Taylor
International Conference on Automatic Face and Gesture Recognition, 2017
62017
Sea ice concentration estimation from satellite SAR imagery using convolutional neural network and stochastic fully connected conditional random field
LWAWKA Scott, DACLLXM Shafiee, F Li
52015
QMCTLS: Quasi Monte Carlo Texture Likelihood Sampling for Despeckling of Complex Polarimetric SAR Images
F Li, L Xu, A Wong, D Clausi
Geoscience and Remote Sensing Letters, IEEE 12 (7), 1566-1570, 2015
52015
DESIRe: Discontinuous energy seam carving for image retargeting via structural and textural energy functionals
A Mishra, C Scharfenberger, P Siva, F Li, A Wong, D Clausi
2015 IEEE International Conference on Image Processing (ICIP), 3685-3689, 2015
42015
Comparative study of classification methods for surficial materials in the Umiujalik Lake region using RADARSAT-2 polarimetric, Landsat-7 imagery and DEM data
F Li, DA Clausi, A Wong
Canadian Journal of Remote Sensing 41 (1), 29-39, 2015
42015
Combining rotation forests and adaboost for hyperspectral imagery classification using few labeled samples
F Li, A Wong, DA Clausi
2014 IEEE Geoscience and Remote Sensing Symposium, 4660-4663, 2014
32014
Comparative study of feature space projection methods for hyperspectral image classification
F Li, A Wong, DA Clausi
2014 IEEE Geoscience and Remote Sensing Symposium, 3438-3441, 2014
22014
Unsupervised classification of sea-ice using synthetic aperture radar via an adaptive texture sparsifying transform
R Amelard, A Wong, F Li, DA Clausi
2013 IEEE International Geoscience and Remote Sensing Symposium-IGARSS, 3958 …, 2013
22013
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Articles 1–20