Nicolas H. Younan

ORCID

Publication Activity (10 Years)

Years Active: 1995-2020
Publications (10 Years): 41

Top Venues

IGARSS

WHISPERS

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

IEEE Geosci. Remote. Sens. Lett.

Publications

Robiulhossain Mdrafi, Qian Du, Ali Cafer Gürbüz, Bo Tang, Li Ma, Nicolas H. Younan
Attention-Based Domain Adaptation Using Residual Network for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Yan Xu, Jiangtao Peng, Qian Du, Nicolas H. Younan
Multiple-Feature Ideal Regularized Kernel for Hyperspectral Image Classification. IGARSS (2019)
Robiul Hossain Md. Rafi, Bo Tang, Qian Du, Nicolas H. Younan
Attention-based Domain Adaptation for Hyperspectral Image Classification. IGARSS (2019)
Xiaofei Shi, Cheng Zhu, Xing Ding, Qian Du, Nicolas H. Younan, Li Li
A Superpixel-Based Coastline Extraction Algorithm for Single-Polarized ENVISAT and ERS Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (12) (2019)
Yan Xu, Qian Du, Wei Li, Nicolas H. Younan
Efficient Probabilistic Collaborative Representation-Based Classifier for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 16 (11) (2019)
Long Tian, Qian Du, Ivica Kopriva, Nicolas H. Younan
Orthogonal Graph-regularized Non-negative Matrix Factorization for Hyperspectral Image Clustering. IGARSS (2019)
Yan Xu, Qian Du, Nicolas H. Younan
Fast Kernel Collaborative Representation for Hyperspectral Image Classification. IGARSS (2019)
Muhammad Aminul Islam, Derek T. Anderson, John E. Ball, Nicolas H. Younan
Fusion of heterogeneous bands and kernels in hyperspectral image processing. CoRR (2019)
Li Li, Nicolas H. Younan, Xiaofei Shi
Parameter Estimation Based on Sigmoid Transform in Wideband Bistatic MIMO Radar System under Impulsive Noise Environment. Sensors 19 (2) (2019)
Lalitha Dabbiru, James V. Aanstoos, John E. Ball, Nicolas H. Younan
Machine Learning Framework for Mapping of Mississippi River Levees and Damage Assessment Using Terrasar-X Data. IGARSS (2018)
Long Tian, Qian Du, Ivica Kopriva, Nicolas H. Younan
Spatial-spectral Based Multi-view Low-rank Sparse Sbuspace Clustering for Hyperspectral Imagery. IGARSS (2018)
Long Tian, Qian Du, Ivica Kopriva, Nicolas H. Younan
Kernel Spatial-Spectral Based Multi-View Low-Rank Sparse Sbuspace Clustering for Hyperspectral Imagery. WHISPERS (2018)
Yan Xu, Qian Du, Wei Li, Nicolas H. Younan
Gabor-Filtering-Based Probabilistic Collaborative Representation for Hyperspectral Image Classification. IGARSS (2018)
Li Li, Nicolas H. Younan, Xiaofei Shi
A Novel Parameter Estimation Method Based on a Tuneable Sigmoid in Alpha-Stable Distribution Noise Environments. Sensors 18 (9) (2018)
Kuldeep R. Kurte, Surya S. Durbha, Roger L. King, Nicolas H. Younan, Ranga Raju Vatsavai
Semantics-Enabled Framework for Spatial Image Information Mining of Linked Earth Observation Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (1) (2017)
Yan Xu, Qian Du, Wei Li, Chen Chen, Nicolas H. Younan
Nonlinear classification of multispectral imagery using representation-based classifiers. IGARSS (2017)
Ivan Mitzev, Nicolas H. Younan
Concatenated Decision Paths Classification for Datasets with Small Number of Class Labels. ICPRAM (2017)
Yan Xu, Qian Du, Wei Li, Chen Chen, Nicolas H. Younan
Nonlinear Classification of Multispectral Imagery Using Representation-Based Classifiers. Remote. Sens. 9 (7) (2017)
Kuldeep R. Kurte, Surya S. Durbha, Roger L. King, Nicolas H. Younan, Abhishek V. Potnis
A spatio-temporal ontological model for flood disaster monitoring. IGARSS (2017)
Long Tian, Qian Du, Nicolas H. Younan, Ivica Kopriva
Tensor-based offset-sparsity decomposition for hyperspectral image classification. IGARSS (2017)
Yan Xu, Qian Du, Nicolas H. Younan
Particle Swarm Optimization-Based Band Selection for Hyperspectral Target Detection. IEEE Geosci. Remote. Sens. Lett. 14 (4) (2017)
Muhammad Aminul Islam, Derek T. Anderson, John E. Ball, Nicolas H. Younan
CLODD based band group selection. IGARSS (2016)
Kuldeep R. Kurte, Ujwala M. Bhangale, Surya S. Durbha, Roger L. King, Nicolas H. Younan
Accelerating Big Data processing chain in Image Information Mining using a hybrid HPC approach. IGARSS (2016)
Ramakalavathi Marapareddy, James V. Aanstoos, Nicolas H. Younan
Advanced Unsupervised Classification Methods to Detect Anomalies on Earthen Levees Using Polarimetric SAR Imagery. Sensors 16 (6) (2016)
Ramakalavathi Marapareddy, James V. Aanstoos, Nicolas H. Younan, Lori M. Bruce
Supervised classification using polarimetric SAR decomposition parameters to detect anomalies on earthen levees. IGARSS (2016)
Ramakalavathi Marapareddy, James V. Aanstoos, Nicolas H. Younan
A Supervised Classification Method for Levee Slide Detection Using Complex Synthetic Aperture Radar Imagery. J. Imaging 2 (3) (2016)
Ujwala Bharambe, Surya S. Durbha, Roger L. King, Nicolas H. Younan, Kuldeep R. Kurte
Use of geo-ontology matching to measure the degree of interoperability. IGARSS (2016)
Long Tian, Qian Du, Nicolas H. Younan, Ivica Kopriva
Multispectral image enhancement with extended offset-sparsity decomposition. IGARSS (2016)
Yan Xu, Qian Du, Nicolas H. Younan
Particle swarm optimization-based band selection for hyperspectral target detection. IGARSS (2016)
Pankaj H. Randhe, Surya S. Durbha, Nicolas H. Younan
Embedded high performance computing for on-board hyperspectral image classification. WHISPERS (2016)
Ujwala M. Bhangale, Kuldeep R. Kurte, Surya S. Durbha, Roger L. King, Nicolas H. Younan
Big data processing using hpc for remote sensing disaster data. IGARSS (2016)
Muhammad Aminul Islam, Derek T. Anderson, John E. Ball, Nicolas H. Younan
Fusion of diverse features and kernels using LP-norm based multiple kernel learning in hyperspectral image processing. WHISPERS (2016)
Balakrishna Gokaraju, Anish C. Turlapaty, Daniel Adrian Doss, Roger L. King, Nicolas H. Younan
Change detection analysis of tornado disaster using conditional copulas and Data Fusion for cost-effective disaster management. AIPR (2015)
Ramakalavathi Marapareddy, James V. Aanstoos, Nicolas H. Younan
Unsupervised classification of SAR imagery using polarimetric decomposition to preserve scattering characteristics. AIPR (2015)
Lalitha Dabbiru, Sathishkumar Samiappan, Rodrigo A. A. Nóbrega, James V. Aanstoos, Nicolas H. Younan, Robert J. Moorhead
Fusion of synthetic aperture radar and hyperspectral imagery to detect impacts of oil spill in Gulf of Mexico. IGARSS (2015)
Majid Mahrooghy, James V. Aanstoos, Rodrigo A. A. Nóbrega, Khaled Hasan, Saurabh Prasad, Nicolas H. Younan
A Machine Learning Framework for Detecting Landslides on Earthen Levees Using Spaceborne SAR Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (8) (2015)
Alex Sumarsono, Qian Du, Nicolas H. Younan
Hyperspectral image segmentation with low-rank representation and spectral clustering. WHISPERS (2015)
Matthew A. Lee, Derek T. Anderson, John E. Ball, Nicolas H. Younan
Multispectral sensor design using performance measure-based hyperspectral band grouping. IGARSS (2015)
O. AbuOmar, Roger S. King, Nicolas H. Younan
Data stream mining for multitemporal remote sensing data. MultiTemp (2015)
Ramakalavathi Marapareddy, James V. Aanstoos, Nicolas H. Younan
An innovative approach to detect anomalies on earthen levees using unsupervised classification of polarimetric SAR imagery. IGARSS (2015)
Ramakalavathi Marapareddy, James V. Aanstoos, Nicolas H. Younan
Classification of polarimetric SAR imagery using unsupervised H/α and extended H/α schemes to detect anomalies on earthen levees. ICIP (2015)
Nam Hoai Ly, Qian Du, James E. Fowler, Nicolas H. Younan
Dimensionality reduction of hyperspectral imagery with sparse and collaborative graphs. WHISPERS (2014)
Nareenart Raksuntorn, Qian Du, Nicolas H. Younan, Wei Li
Orthogonal matching pursuit for nonlinear unmixing of hyperspectral imagery. ChinaSIP (2014)
Lalitha Dabbiru, James V. Aanstoos, Nicolas H. Younan
Comparison of L-band and X-band polarimetric SAR data classification for screening earthen levees. IGARSS (2014)
Prakash Andugula, Surya S. Durbha, Roger L. King, Nicolas H. Younan
Domain adaptation approach for classification of high resolution post-disaster data. IGARSS (2013)
Ujwala Bharambe, Surya S. Durbha, Kuldeep R. Kurte, Nicolas H. Younan, Roger L. King
Pareto optimization for multiobjective matching of geospatial ontologies. IGARSS (2013)
Lalitha Dabbiru, James V. Aanstoos, Khaled Hasan, Nicolas H. Younan, Wei Li
Landslide detection on earthen levees with X-band and L-band radar data. AIPR (2013)
Zhiling Long, Nicolas H. Younan
Multiscale texture segmentation via a contourlet contextual hidden Markov model. Digit. Signal Process. 23 (3) (2013)
Anish C. Turlapaty, Qian Du, Nicolas H. Younan
A Partially Supervised Approach for Detection and Classification of Buried Radioactive Metal Targets Using Electromagnetic Induction Data. IEEE Trans. Geosci. Remote. Sens. 51 (1) (2013)
Zhiling Long, Qian Du, Nicolas H. Younan
Multiscale spectral-spatial hyperspectral classification using Multilinear PCA and contourlet transform. WHISPERS (2013)
Qian Du, Deok Han, Nicolas H. Younan
Combine labeled and unlabeled information for hyperspectral image classification. IGARSS (2013)
Zhiling Long, Qian Du, Nicolas H. Younan
Multiscale spectral-spatial classification for hyperspectral imagery. IGARSS (2013)
Anish C. Turlapaty, Balakrishna Gokaraju, Qian Du, Nicolas H. Younan, James V. Aanstoos
A Hybrid Approach for Building Extraction From Spaceborne Multi-Angular Optical Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5 (1) (2012)
Balakrishna Gokaraju, Surya S. Durbha, Roger L. King, Nicolas H. Younan
Ensemble Methodology Using Multistage Learning for Improved Detection of Harmful Algal Blooms. IEEE Geosci. Remote. Sens. Lett. 9 (5) (2012)
Majid Mahrooghy, Nicolas H. Younan, Valentine G. Anantharaj, James V. Aanstoos, Shantia Yarahmadian
On the Use of a Cluster Ensemble Cloud Classification Technique in Satellite Precipitation Estimation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5 (5) (2012)
Majid Mahrooghy, Nicolas H. Younan, Valentine G. Anantharaj, James V. Aanstoos
Enhancement of Satellite Precipitation Estimation via Unsupervised Dimensionality Reduction. IEEE Trans. Geosci. Remote. Sens. 50 (10) (2012)
Lalitha Dabbiru, James V. Aanstoos, Majid Mahrooghy, Wei Li, Arjun Shanker, Nicolas H. Younan
Levee anomaly detection using polarimetric synthetic aperture radar data. IGARSS (2012)
Majid Mahrooghy, Nicolas H. Younan, Valentine G. Anantharaj, James V. Aanstoos, Shantia Yarahmadian
On the Use of the Genetic Algorithm Filter-Based Feature Selection Technique for Satellite Precipitation Estimation. IEEE Geosci. Remote. Sens. Lett. 9 (5) (2012)
Zhiling Long, Qian Du, Nicolas H. Younan
Hyperspectral classification using selected contourlet subbands. WHISPERS (2012)
Nicolas H. Younan, Selim Aksoy, Roger L. King
Foreword to the Special Issue on Pattern Recognition in Remote Sensing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5 (5) (2012)
Balakrishna Gokaraju, Surya S. Durbha, Roger L. King, Nicolas H. Younan
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. 4 (3) (2011)
Thomas H. Morris, Shengyi Pan, Jeremy Lewis, Jonathan Moorhead, Nicolas H. Younan, Roger L. King, Mark Freund, Vahid Madani
Cybersecurity risk testing of substation phasor measurement units and phasor data concentrators. CSIIRW (2011)
Anish C. Turlapaty, Qian Du, Nicolas H. Younan
Detection and classification of buried radioactive-metal objects using wideband EMI data. IGARSS (2011)
Qian Du, He Yang, Nicolas H. Younan
Improved sequential endmember extraction algorithms. WHISPERS (2011)
Balakrishna Gokaraju, Surya S. Durbha, Roger L. King, Nicolas H. Younan
Comprehensive performance analysis of Spatio-Temporal Data Mining approach on multi-temporal coastal remote sensing datasets. IGARSS (2011)
Anish C. Turlapaty, Nicolas H. Younan, Valentine G. Anantharaj
Interpolation of Missing Values in AMSR-E Soil Moisture Data Using Modified SSA. IEEE Geosci. Remote. Sens. Lett. 8 (2) (2011)
Majid Mahrooghy, James V. Aanstoos, Khaled Hasan, Saurabh Prasad, Nicolas H. Younan
Effect of vegetation height and volume scattering on soil moisture classification using synthetic aperture radar (SAR) images. AIPR (2011)
Majid Mahrooghy, Nicolas H. Younan, Valentine G. Anantharaj, James V. Aanstoos
High resolution satellite precipitation estimate using cluster ensemble cloud classification. IGARSS (2011)
Surya S. Durbha, Roger L. King, Nicolas H. Younan
Evaluating transfer learning approaches for image information mining applications. IGARSS (2011)
Ivan Mitzev, Nicolas H. Younan
Pattern Recognition of EMG Data Subjected for Further Processing. IPCV (2010)
Selim Aksoy, Nicolas H. Younan, Lorenzo Bruzzone
Pattern Recognition in Remote Sensing. Pattern Recognit. Lett. 31 (10) (2010)
Chenghai Yang, Qian Du, James H. Everitt, John A. Goolsby, Nicolas H. Younan
Spectral unmixing of airborne hyperspectral imagery for mapping giant reed infestations. WHISPERS (2010)
Majid Mahrooghy, Valentine G. Anantharaj, Nicolas H. Younan, Walter A. Petersen, F. Joseph Turk, James V. Aanstoos
Infrared satellite precipitation estimate using waveletbased cloud classification and radar calibration. IGARSS (2010)
Majid Mahrooghy, Valentine G. Anantharaj, Nicolas H. Younan, James V. Aanstoos
Optimal wavelet features for an infrared satellite precipitation estimate algorithm. AIPR (2010)
Surya S. Durbha, Roger L. King, Santhosh K. Amanchi, Shruthi Bheemireddy, Nicolas H. Younan
Standards-Based Middleware and Tools for Coastal Sensor Web Applications. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 3 (4-1) (2010)
Anish C. Turlapaty, Nicolas H. Younan, Valentine G. Anantharaj
Interpolation of geophysical data using spatio-temporal (3D) block singular value decomposition. IGARSS (2010)
Balakrishna Gokaraju, Surya S. Durbha, Roger L. King, Nicolas H. Younan
AN improved ensemble appraoch with Probabilistic Neural Network-Combinational algorithm. IGARSS (2010)
Vijay P. Shah, Nicolas H. Younan, Surya S. Durbha, Roger L. King
Feature Identification via a Combined ICA-Wavelet Method for Image Information Mining. IEEE Geosci. Remote. Sens. Lett. 7 (1) (2010)
Anish C. Turlapaty, Valentine G. Anantharaj, Nicolas H. Younan, F. Joseph Turk
Precipitation data fusion using vector space transformation and artificial neural networks. Pattern Recognit. Lett. 31 (10) (2010)
Lalitha Dabbiru, James V. Aanstoos, Nicolas H. Younan
Classification of levees using polarimetric Synthetic Aperture Radar (SAR) imagery. AIPR (2010)
Surya S. Durbha, Roger L. King, Nicolas H. Younan
Wrapper-Based Feature Subset Selection for Rapid Image Information Mining. IEEE Geosci. Remote. Sens. Lett. 7 (1) (2010)
Anish C. Turlapaty, Valentine G. Anantharaj, Nicolas H. Younan
A pattern recognition based approach to consistency analysis of geophysical datasets. Comput. Geosci. 36 (4) (2010)
Surya S. Durbha, Roger L. King, Vijay P. Shah, Nicolas H. Younan
A framework for semantic reconciliation of disparate earth observation thematic data. Comput. Geosci. 35 (4) (2009)
Santhosh K. Amanchi, Surya S. Durbha, Roger L. King, Shruthi Bheemireddy, Nicolas H. Younan
Mobile Computing and Sensor Web Services for Coastal Buoys. IGARSS (5) (2009)
Jing Zhang, James E. Fowler, Nicolas H. Younan, Guizhong Liu
Evaluation of JP3D for Lossy and Lossless Compression of Hyperspectral Imagery. IGARSS (4) (2009)
Surya S. Durbha, Roger L. King, Santhosh K. Amanchi, Shruthi Bheemireddy, Nicolas H. Younan
Information Services and Middleware for the Coastal Sensor Web. ICDM Workshops (2009)
Zhiling Long, Nicolas H. Younan
Statistical image modeling in the contourlet domain using contextual hidden Markov models. Signal Process. 89 (5) (2009)
James E. Fowler, Qian Du, Wei Zhu, Nicolas H. Younan
Classification Performance of Random-projection-based Dimensionality Reduction of Hyperspectral Imagery. IGARSS (5) (2009)
Anish C. Turlapaty, Nicolas H. Younan, Valentine G. Anantharaj
Precipitation Data Merging using General Linear Regression. IGARSS (3) (2009)
Shruthi Bheemireddy, Surya S. Durbha, Roger L. King, Santhosh K. Amanchi, Nicolas H. Younan
An Ontology Merging Tool to Facilitate Interoperability between Coastalsensor Networks. IGARSS (5) (2009)
Balakrishna Gokaraju, Surya S. Durbha, Roger L. King, Nicolas H. Younan
Sensor Web and Data Mining Approaches for Harmful Algal Bloom Detection and Monitoring in the Gulf of Mexico Region. IGARSS (3) (2009)
Surya S. Durbha, Roger L. King, Balakrishna Gokaraju, Nicolas H. Younan
A Proposal for the Standardization of Image Information Mining Systems via OGC Web Services Framework. IGARSS (3) (2008)
Vijay P. Shah, Nicolas H. Younan, Roger L. King
An Adaptive Spectral Transformation Approach to Pan-Sharpening. IGARSS (2) (2008)
Vijay P. Shah, Nicolas H. Younan, Roger L. King
An Efficient Pan-Sharpening Method via a Combined Adaptive PCA Approach and Contourlets. IEEE Trans. Geosci. Remote. Sens. 46 (5) (2008)
Surya S. Durbha, Roger L. King, Nicolas H. Younan
An Information Semantics Approach for Knowledge Management and Interoperability for the Global Earth Observation System of Systems. IEEE Syst. J. 2 (3) (2008)
Surya S. Durbha, Roger L. King, Nicolas H. Younan, Santosh A. Rajender, Shruthi Bheemireddy
Standards-Based Coastal Sensor Web. ICDM Workshops (2008)
Qian Du, Nicolas H. Younan
Dimensionality Reduction and Linear Discriminant Analysis for Hyperspectral Image Classification. KES (3) (2008)
Vijay P. Shah, Nicolas H. Younan, Surya S. Durbha, Roger L. King
A Systematic Approach to Wavelet-Decomposition-Level Selection for Image Information Mining From Geospatial Data Archives. IEEE Trans. Geosci. Remote. Sens. 45 (4) (2007)
John E. Ball, Lori M. Bruce, Nicolas H. Younan
Hyperspectral Pixel Unmixing via Spectral Band Selection and DC-Insensitive Singular Value Decomposition. IEEE Geosci. Remote. Sens. Lett. 4 (3) (2007)
Vijay P. Shah, Nicolas H. Younan, Roger L. King
Pan-sharpening via the contourlet transform. IGARSS (2007)

Nicolas H. Younan.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Nicolas H. Younan