Nicolas H. Younan
Orcid: 0000-0003-0815-5173Affiliations:
- Mississippi State University, MS, USA
According to our database1,
Nicolas H. Younan
authored at least 145 papers
between 1995 and 2020.
Collaborative distances:
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Bibliography
2020
Attention-Based Domain Adaptation Using Residual Network for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
2019
A Superpixel-Based Coastline Extraction Algorithm for Single-Polarized ENVISAT and ERS Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
Parameter Estimation Based on Sigmoid Transform in Wideband Bistatic MIMO Radar System under Impulsive Noise Environment.
Sensors, 2019
Efficient Probabilistic Collaborative Representation-Based Classifier for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2019
CoRR, 2019
Orthogonal Graph-regularized Non-negative Matrix Factorization for Hyperspectral Image Clustering.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
2018
A Novel Parameter Estimation Method Based on a Tuneable Sigmoid in Alpha-Stable Distribution Noise Environments.
Sensors, 2018
Kernel Spatial-Spectral Based Multi-View Low-Rank Sparse Sbuspace Clustering for Hyperspectral Imagery.
Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018
Gabor-Filtering-Based Probabilistic Collaborative Representation for Hyperspectral Image Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Spatial-spectral Based Multi-view Low-rank Sparse Sbuspace Clustering for Hyperspectral Imagery.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Machine Learning Framework for Mapping of Mississippi River Levees and Damage Assessment Using Terrasar-X Data.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
2017
Semantics-Enabled Framework for Spatial Image Information Mining of Linked Earth Observation Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Nonlinear Classification of Multispectral Imagery Using Representation-Based Classifiers.
Remote. Sens., 2017
IEEE Geosci. Remote. Sens. Lett., 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Concatenated Decision Paths Classification for Datasets with Small Number of Class Labels.
Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017
2016
Advanced Unsupervised Classification Methods to Detect Anomalies on Earthen Levees Using Polarimetric SAR Imagery.
Sensors, 2016
A Supervised Classification Method for Levee Slide Detection Using Complex Synthetic Aperture Radar Imagery.
J. Imaging, 2016
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
Fusion of diverse features and kernels using LP-norm based multiple kernel learning in hyperspectral image processing.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 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
Accelerating Big Data processing chain in Image Information Mining using a hybrid HPC approach.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
2015
A Machine Learning Framework for Detecting Landslides on Earthen Levees Using Spaceborne SAR Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Hyperspectral image segmentation with low-rank representation and spectral clustering.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015
Proceedings of the 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2015
An innovative approach to detect anomalies on earthen levees using unsupervised classification of polarimetric SAR imagery.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Multispectral sensor design using performance measure-based hyperspectral band grouping.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Fusion of synthetic aperture radar and hyperspectral imagery to detect impacts of oil spill in Gulf of Mexico.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Classification of polarimetric SAR imagery using unsupervised H/α and extended H/α schemes to detect anomalies on earthen levees.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Unsupervised classification of SAR imagery using polarimetric decomposition to preserve scattering characteristics.
Proceedings of the 2015 IEEE Applied Imagery Pattern Recognition Workshop, 2015
Change detection analysis of tornado disaster using conditional copulas and Data Fusion for cost-effective disaster management.
Proceedings of the 2015 IEEE Applied Imagery Pattern Recognition Workshop, 2015
2014
Dimensionality reduction of hyperspectral imagery with sparse and collaborative graphs.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
Comparison of L-band and X-band polarimetric SAR data classification for screening earthen levees.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Proceedings of the IEEE China Summit & International Conference on Signal and Information Processing, 2014
2013
A Partially Supervised Approach for Detection and Classification of Buried Radioactive Metal Targets Using Electromagnetic Induction Data.
IEEE Trans. Geosci. Remote. Sens., 2013
Digit. Signal Process., 2013
Multiscale spectral-spatial hyperspectral classification using Multilinear PCA and contourlet transform.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Proceedings of the IEEE Applied Imagery Pattern Recognition Workshop, 2013
2012
Enhancement of Satellite Precipitation Estimation via Unsupervised Dimensionality Reduction.
IEEE Trans. Geosci. Remote. Sens., 2012
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012
A Hybrid Approach for Building Extraction From Spaceborne Multi-Angular Optical Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012
On the Use of a Cluster Ensemble Cloud Classification Technique in Satellite Precipitation Estimation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012
On the Use of the Genetic Algorithm Filter-Based Feature Selection Technique for Satellite Precipitation Estimation.
IEEE Geosci. Remote. Sens. Lett., 2012
Ensemble Methodology Using Multistage Learning for Improved Detection of Harmful Algal Blooms.
IEEE Geosci. Remote. Sens. Lett., 2012
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
2011
A Machine Learning Based Spatio-Temporal Data Mining Approach for Detection of Harmful Algal Blooms in the Gulf of Mexico.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2011
IEEE Geosci. Remote. Sens. Lett., 2011
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011
Detection and classification of buried radioactive-metal objects using wideband EMI data.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
High resolution satellite precipitation estimate using cluster ensemble cloud classification.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Comprehensive performance analysis of Spatio-Temporal Data Mining approach on multi-temporal coastal remote sensing datasets.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Cybersecurity risk testing of substation phasor measurement units and phasor data concentrators.
Proceedings of the 7th Cyber Security and Information Intelligence Research Workshop, 2011
Effect of vegetation height and volume scattering on soil moisture classification using synthetic aperture radar (SAR) images.
Proceedings of the 2011 IEEE Applied Imagery Pattern Recognition Workshop: Imaging for Decision Making, 2011
2010
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2010
Precipitation data fusion using vector space transformation and artificial neural networks.
Pattern Recognit. Lett., 2010
Feature Identification via a Combined ICA-Wavelet Method for Image Information Mining.
IEEE Geosci. Remote. Sens. Lett., 2010
IEEE Geosci. Remote. Sens. Lett., 2010
A pattern recognition based approach to consistency analysis of geophysical datasets.
Comput. Geosci., 2010
Spectral unmixing of airborne hyperspectral imagery for mapping giant reed infestations.
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010
Pattern Recognition of EMG Data Subjected for Further Processing.
Proceedings of the 2010 International Conference on Image Processing, 2010
Interpolation of geophysical data using spatio-temporal (3D) block singular value decomposition.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Infrared satellite precipitation estimate using waveletbased cloud classification and radar calibration.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
AN improved ensemble appraoch with Probabilistic Neural Network-Combinational algorithm.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Proceedings of the 39th IEEE Applied Imagery Pattern Recognition Workshop, 2010
Proceedings of the 39th IEEE Applied Imagery Pattern Recognition Workshop, 2010
2009
Statistical image modeling in the contourlet domain using contextual hidden Markov models.
Signal Process., 2009
A framework for semantic reconciliation of disparate earth observation thematic data.
Comput. Geosci., 2009
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Sensor Web and Data Mining Approaches for Harmful Algal Bloom Detection and Monitoring in the Gulf of Mexico Region.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Classification Performance of Random-projection-based Dimensionality Reduction of Hyperspectral Imagery.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
An Ontology Merging Tool to Facilitate Interoperability between Coastalsensor Networks.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Proceedings of the ICDM Workshops 2009, 2009
2008
An Efficient Pan-Sharpening Method via a Combined Adaptive PCA Approach and Contourlets.
IEEE Trans. Geosci. Remote. Sens., 2008
An Information Semantics Approach for Knowledge Management and Interoperability for the Global Earth Observation System of Systems.
IEEE Syst. J., 2008
Dimensionality Reduction and Linear Discriminant Analysis for Hyperspectral Image Classification.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2008
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
A Proposal for the Standardization of Image Information Mining Systems via OGC Web Services Framework.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008
2007
A Systematic Approach to Wavelet-Decomposition-Level Selection for Image Information Mining From Geospatial Data Archives.
IEEE Trans. Geosci. Remote. Sens., 2007
IEEE Geosci. Remote. Sens. Lett., 2007
Hyperspectral Pixel Unmixing via Spectral Band Selection and DC-Insensitive Singular Value Decomposition.
IEEE Geosci. Remote. Sens. Lett., 2007
Adaptive Image Segmentation: A Comparative Study.
Proceedings of the 2007 International Conference on Image Processing, 2007
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Application of the contourlet transform for image information mining in earth observation data archives.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Image information mining from geospatial archives based on a combination of the wavelet transform and Fourier phase descriptor.
Proceedings of the Data Mining, 2007
2006
Estimation of the Number of Decomposition Levels for a Wavelet-Based Multiresolution Multisensor Image Fusion.
IEEE Trans. Geosci. Remote. Sens., 2006
Adaptive Deblocking of Images with DCT Compression.
Proceedings of the 2006 International Conference on Image Processing, 2006
Coalescing ICA and Wavelets Coefficients for Image Information Mining in Earth Observation Data Archives.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006
Semantics-Enabled Knowledge Management for Global Earth Observation System of Systems.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
2005
IEEE Trans. Geosci. Remote. Sens., 2005
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005
Wavelet based statistical signal processing for the detection of subpixel hyperspectral targets.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005
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
A Support Vector Machine Formulation To Kernel PCA.
Proceedings of the 2005 International Conference on Artificial Intelligence, 2005
Proceedings of the 13th European Signal Processing Conference, 2005
Enhancements of Fingerprints Based Identity Authentication System Using Adaptive Algorithms.
Proceedings of The 2005 International Conference on Imaging Science, 2005
2004
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004
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
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004
A Wavelet-Based Automated Object Recognition System for Remotely Sensed Images.
Proceedings of the International Conference on Imaging Science, Systems and Technology, 2004
Optimal Filtering for Texture Classification: A Comparative Study.
Proceedings of the International Conference on Imaging Science, Systems and Technology, 2004
2003
IEEE Trans. Geosci. Remote. Sens., 2003
Proceedings of the 2nd International Symposium on Principles and Practice of Programming in Java, 2003
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003
2002
Performance analysis of the adaptive line enhancer with multiple sinusoids in noisy environment.
Signal Process., 2002
Proceedings of the 2002 Joint ACM-ISCOPE Conference on Java Grande 2002, 2002
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002
2001
Impulsive noise reduction using type-2 fuzzy logic.
Proceedings of the Signal and Image Processing (SIP 2001), 2001
Proceedings of the 2001 International Conference on Image Processing, 2001
1999
On Using Combined Wavelet/SVD-Prony Algorithm to Estimate the Parameters of Damped Sinusoids in Noise.
Proceedings of the Signal and Image Processing (SIP), 1999
A Variable Step Size Adaptive LMS Filter Using Fuzzy Logic.
Proceedings of the International Conference on Artificial Intelligence, 1999
1998
Signal Process., 1998
1995
Asymptotic analysis of the cumulant-based MUSIC method in the presence of sample cumulant errors.
IEEE Trans. Signal Process., 1995