| 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 | 67 | 2017 |
| 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 | 66 | 2015 |
| 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 | 44 | 2015 |
| 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 | 29 | 2015 |
| 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 | 27 | 2016 |
| 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 | 25 | 2015 |
| 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 | 19 | 2015 |
| 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 | 18 | 2015 |
| 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 | 17 | 2015 |
| 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 | 15 | 2017 |
| 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 | 15 | 2016 |
| 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 | 14 | 2015 |
| 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 | 7 | 2015 |
| 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 | 6 | 2017 |
| 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 | 5 | 2015 |
| 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 | 5 | 2015 |
| 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 | 5 | 2014 |
| 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 | 4 | 2015 |
| 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 | 3 | 2013 |
| 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 | 2 | 2014 |
David A. ClausiAssociate Dean - Research, Faculty of Engineering; Professor, Systems Design EngineeringVerified email at uwaterloo.ca
