2016
Supervised classification using polarimetric SAR decomposition parameters to detect anomalies on earthen levees.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Game theory based data fusion for precision agriculture applications.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
2014
Determining the Effects of Storage on Cotton and Soybean Leaf Samples for Hyperspectral Analysis.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Game theory models for spectral band grouping and classifier ensembles for hyperspectral image classification.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
Inspire: Linking graduate students with K12 teachers to address remote sensing educational needs.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
2013
Non-Uniform Random Feature Selection and Kernel Density Scoring With SVM Based Ensemble Classification for Hyperspectral Image Analysis.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013
Locality Preserving Genetic Algorithms for Spatial-Spectral Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013
Support vector machines classification of fluorescence hyperspectral image for detection of aflatoxin in corn kernels.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
Determining optimal storage of field sampled cotton leaves for hyperspectral analysis.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
Game theory applied to big data analytics in geosciences and remote sensing.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
2012
Information Fusion in the Redundant-Wavelet-Transform Domain for Noise-Robust Hyperspectral Classification.
IEEE Trans. Geosci. Remote. Sens., 2012
Locality-Preserving Dimensionality Reduction and Classification for Hyperspectral Image Analysis.
IEEE Trans. Geosci. Remote. Sens., 2012
Decision Fusion of Textural Features Derived From Polarimetric Data for Levee Assessment.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012
Application of omni-directional texture analysis to SAR images for levee landslide detection.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Robust spatial-spectral hyperspectral image classification for vegetation stress detection.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
2011
Social anhedonia is associated with neural abnormalities during face emotion processing.
NeuroImage, 2011
Locality-Preserving Discriminant Analysis in Kernel-Induced Feature Spaces for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2011
Class dependent compressive-projection principal component analysis for hyperspectral image reconstruction.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011
A multi-modal pattern classification framework for hyperspectral image analysis.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011
Concurrent spatial-spectral band grouping: Providing a spatial context for spectral dimensionality reduction.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011
Branch and bound based feature elimination for support vector machine based classification of hyperspectral images.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Automated hyperspectral imagery analysis via support vector machines based multi-classifier system with non-uniform random feature selection.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Genetic algorithms and Linear Discriminant Analysis based dimensionality reduction for remotely sensed image analysis.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
2010
Decision-Level Fusion of Spectral Reflectance and Derivative Information for Robust Hyperspectral Land Cover Classification.
IEEE Trans. Geosci. Remote. Sens., 2010
NASA's upcoming HyspIRI mission - precision vegetation mapping with limited ground truth.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Data dependent adaptation for improved classification of hyperspectral imagery.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Applying cellular automata to hyperspectral edge detection.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
2009
Information Fusion in Kernel-Induced Spaces for Robust Subpixel Hyperspectral ATR.
IEEE Geosci. Remote. Sens. Lett., 2009
Sensitivity of hyperspectral classification algorithms to training sample size.
Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009
Fusion of spectral reflectance and derivative information for robust hyperspectral land cover classification.
Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009
Rapid Detection of Agricultural Food Crop Contamination via Hyperspectral Remote Sensing.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Utilization of Local and Global Hyperspectral Features via Wavelet Packets and Multiclassifiers for Robust Target Recognition.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Data Exploitation of HyspIRI Observations for Precision Vegetation Mapping.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
2008
Decision Fusion With Confidence-Based Weight Assignment for Hyperspectral Target Recognition.
IEEE Trans. Geosci. Remote. Sens., 2008
Limitations of Principal Components Analysis for Hyperspectral Target Recognition.
IEEE Geosci. Remote. Sens. Lett., 2008
Wavelet Packet Tree Pruning Metrics for Hyperspectral Feature Extraction.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
A Robust Multi-Classifier Decision Fusion Framework for Hyperspectral, Multi-Temporal Classification.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Multiple Kernel Discriminant Analysis and Decision Fusion for Robust Sub-Pixel Hyperspectral Target Recognition.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Overcoming the Small Sample Size Problem in Hyperspectral Classification and Detection Tasks.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
2007
Level Set Hyperspectral Image Classification Using Best Band Analysis.
IEEE Trans. Geosci. Remote. Sens., 2007
Comparison of Pansharpening Algorithms: Outcome of the 2006 GRS-S Data-Fusion Contest.
IEEE Trans. Geosci. Remote. Sens., 2007
Hyperspectral Pixel Unmixing via Spectral Band Selection and DC-Insensitive Singular Value Decomposition.
IEEE Geosci. Remote. Sens. Lett., 2007
Multiclassifiers and decision fusion in the wavelet domain for exploitation of hyperspectral data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Hyperspectral feature space partitioning via mutual information for data fusion.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Limitations of subspace LDA in hyperspectral target recognition applications.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Level set hyperspectral image segmentation using spectral information divergence-based best band selection.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
2006
Detecting Invasive Species via Hyperspectral Imagery using Sequential Projection Pursuits.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006
Automated Stepwise Selection of Hyperspectral Hypertemporal Features for Target Detection.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006
Exploiting Hyperspectral Hypertemporal Imagery with Feature Clustering for Invasive Species Detection.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006
Level Set Hyperspectral Segmentation: Near-Optimal Speed Functions using Best Band Analysis and Scaled Spectral Angle Mapper.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006
2005
Hyperspectral dimensionality reduction via localized discriminant bases.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005
Spectral and spatial resolution effects on remotely sensed data used to detect invasive species.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005
Adaptive hyperspectral pixel unmixing using best bands analysis and dc insensitive singular value decomposition.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005
Level set segmentation of remotely sensed hyperspectral images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005
2004
Wavelet-based feature extraction for improved endmember abundance estimation in linear unmixing of hyperspectral signals.
IEEE Trans. Geosci. Remote. Sens., 2004
Effects of watermarking on feature efficacy in remotely sensed data.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004
Automated texture recognition system based on 2D minimum variance spectral estimation.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004
Projection pursuits for dimensionality reduction of hyperspectral signals in target recognition applications.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004
Optimal Filtering for Texture Classification: A Comparative Study.
Proceedings of the International Conference on Imaging Science, Systems and Technology, 2004
2003
Watermarking of hyperspectral data.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003
Hyperspec - analysis of handheld spectroradiometer data.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003
Parametric projection pursuit for dimensionality reduction of hyperspectral data.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003
Why principal component analysis is not an appropriate feature extraction method for hyperspectral data.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003
Spectral reduction image processing techniques.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003
2002
Automated detection of subpixel hyperspectral targets with adaptive multichannel discrete wavelet transform.
IEEE Trans. Geosci. Remote. Sens., 2002
Dimensionality reduction of hyperspectral data using discrete wavelet transform feature extraction.
IEEE Trans. Geosci. Remote. Sens., 2002
Automated detection of herbicide drift effects on crops.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002
Detection of moisture stress effects on plants using hyperspectral data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002
Discrimination of subtly different vegetative species via hyperspectral data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002
Wavelet transform for dimensionality reduction in hyperspectral linear unmixing.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002
Multiresolutional texture analysis of multispectral imagery for automated ground cover classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002
2001
Automated detection of subpixel hyperspectral targets with continuous and discrete wavelet transforms.
IEEE Trans. Geosci. Remote. Sens., 2001
Wavelets for computationally efficient hyperspectral derivative analysis.
IEEE Trans. Geosci. Remote. Sens., 2001
1999
Classifying Mammographic Lesion Shapes Using Multiresolution Analysis.
IEEE Trans. Medical Imaging, 1999
Analysis of the effects of discrete wavelet compression on automated mammographic mass shape classification.
Proceedings of the Medical Imaging 1999: Image Processing, 1999
Effects of image resolution and segmentation method on automated mammographic mass shape classification.
Proceedings of the Medical Imaging 1999: Image Processing, 1999