Fan Li
TitleCited byYear
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
302015
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
162015
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
132015
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
132015
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
92015
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
72017
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
62017
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
62016
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
62015
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
52016
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
52015
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
42017
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
42015
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
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
32015
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
22015
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
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
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
12015
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
12014
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Articles 1–20