Saurabh Prasad

141 papers A* 1A 2B 4C 22Misc 3Journal 75Unranked 34

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A Sensor Agnostic Domain Generalization Framework for Leveraging Geospatial Foundation Models: Enhancing Semantic Segmentation via Synergistic Pseudo-Labeling and Generative Learning. CVPR Workshops Anan Yaghmour, Melba M. Crawford, Saurabh Prasad
2025	J	`jnl`	A Sensor Agnostic Domain Generalization Framework for Leveraging Geospatial Foundation Models: Enhancing Semantic Segmentation viaSynergistic Pseudo-Labeling and Generative Learning. CoRR Anan Yaghmour, Melba M. Crawford, Saurabh Prasad
2025	J	`jnl`	EEGReXferNet: A Lightweight Gen-AI Framework for EEG Subspace Reconstruction via Cross-Subject Transfer Learning and Channel-Aware Embedding. CoRR Shantanu Sarkar, Piotr Nabrzyski, Saurabh Prasad, José Luis Contreras-Vidal
2025	A	`conf`	Foundation Models and Adaptive Feature Selection: A Synergistic Approach to Video Question Answering. WACV Sai Bhargav Rongali, Mohamad Hassan N C, Ankit Jha, Neha Bhargava, Saurabh Prasad, Biplab Banerjee
2025	—	`conf`	Label-Efficient Hyperspectral Image Classification via Spectral FiLM Modulation of Low-Level Pretrained Diffusion Features. TerraBytes Yuzhen Hu, Biplab Banerjee, Saurabh Prasad
2025	J	`jnl`	Label-Efficient Hyperspectral Image Classification via Spectral FiLM Modulation of Low-Level Pretrained Diffusion Features. CoRR Yuzhen Hu, Biplab Banerjee, Saurabh Prasad
2025	—	`conf`	Layer Optimized Spatial Spectral Masked Autoencoder for Semantic Segmentation of Hyperspectral Imagery. WACV (Workshops) Aaron Perez, Saurabh Prasad
2025	J	`jnl`	UniDiff: Parameter-Efficient Adaptation of Diffusion Models for Land Cover Classification with Multi-Modal Remotely Sensed Imagery and Sparse Annotations. CoRR Yuzhen Hu, Saurabh Prasad
2025	J	`jnl`	Weak-to-Strong Generalization Enables Fully Automated De Novo Training of Multi-head Mask-RCNN Model for Segmenting Densely Overlapping Cell Nuclei in Multiplex Whole-slice Brain Images. CoRR Bai Lin, Xiaoyang Li, Liqiang Huang, Quynh Nguyen, Hien Van Nguyen, Saurabh Prasad, Dragan Maric, John Redell, Pramod Dash, Badrinath Roysam
2025	J	`jnl`	mViSE: A Visual Search Engine for Analyzing Multiplex IHC Brain Tissue Images. CoRR Liqiang Huang, Rachel W. Mills, Saikiran Mandula, Bai Lin, Mahtab Jeyhani, John Redell, Hien Van Nguyen, Saurabh Prasad, Dragan Maric, Badrinath Roysam
2024	C	`conf`	Anomaly Detection in Satellite Videos Using Diffusion Models. MMSP Akash Awasthi, Son T. Ly, Jaer Nizam, Videet Mehta, Safwan Ahmad, Ramakrishna Nemani, Saurabh Prasad, Hien Van Nguyen
2024	J	`jnl`	Attention Guided Semisupervised Generative Transfer Learning for Hyperspectral Image Analysis. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Anan Yaghmour, Saurabh Prasad, Melba M. Crawford
2024	J	`jnl`	Foundation Models and Adaptive Feature Selection: A Synergistic Approach to Video Question Answering. CoRR Sai Bhargav Rongali, Mohamad Hassan N C, Ankit Jha, Neha Bhargava, Saurabh Prasad, Biplab Banerjee
2024	J	`jnl`	Investigation of Hierarchical Spectral Vision Transformer Architecture for Classification of Hyperspectral Imagery. CoRR Wei Liu, Saurabh Prasad, Melba M. Crawford
2024	J	`jnl`	Investigation of Hierarchical Spectral Vision Transformer Architecture for Classification of Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. Wei Liu, Saurabh Prasad, Melba M. Crawford
2024	J	`jnl`	Visual Prompting Based Incremental Learning for Semantic Segmentation of Multiplex Immuno-Flourescence Microscopy Imagery. Neuroinformatics Ryan Faulkenberry, Saurabh Prasad, Dragan Maric, Badrinath Roysam
2023	C	`conf`	Adversarial Discriminative Knowledge Transfer with a Multi-Class Discriminator for Robust Geoai. IGARSS Anan Yaghmour, Saurabh Prasad, Melba M. Crawford
2023	J	`jnl`	Anomaly Detection in Satellite Videos using Diffusion Models. CoRR Akash Awasthi, Son Ly, Jaer Nizam, Samira Zare, Videet Mehta, Safwan Ahmed, Keshav Shah, Ramakrishna Nemani, Saurabh Prasad, Hien Van Nguyen
2023	A*	`conf`	Attacks as Defenses: Designing Robust Audio CAPTCHAs Using Attacks on Automatic Speech Recognition Systems. NDSS Hadi Abdullah, Aditya Karlekar, Saurabh Prasad, Muhammad Sajidur Rahman, Logan Blue, Luke A. Bauer, Vincent Bindschaedler, Patrick Traynor
2023	C	`conf`	CNN-Mixer Hierarchical Spectral Transformer for Hyperspectral Image Classification. IGARSS Wei Li, Saurabh Prasad, Melba M. Crawford
2022	J	`jnl`	Adversarial Learning Based Discriminative Domain Adaptation for Geospatial Image Analysis. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Nikhil Makkar, Hsiuhan Lexie Yang, Saurabh Prasad
2022	J	`jnl`	Attacks as Defenses: Designing Robust Audio CAPTCHAs Using Attacks on Automatic Speech Recognition Systems. CoRR Hadi Abdullah, Aditya Karlekar, Saurabh Prasad, Muhammad Sajidur Rahman, Logan Blue, Luke A. Bauer, Vincent Bindschaedler, Patrick Traynor
2021	J	`jnl`	A Multiscale Deep Learning Approach for High-Resolution Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. Kazem Safari, Saurabh Prasad, Demetrio Labate
2021	J	`jnl`	A Novel Standard Strip and Scaling Technique for Transferring Taste. Wirel. Pers. Commun. Saurabh Prasad, Ramjee Prasad
2020	J	`jnl`	A spatial-spectral semisupervised deep learning framework using siamese networks and angular loss. Comput. Vis. Image Underst. Souvick Mukherjee, Saurabh Prasad
2020	J	`jnl`	Advances in Deep Learning for Hyperspectral Image Analysis-Addressing Challenges Arising in Practical Imaging Scenarios. CoRR Xiong Zhou, Saurabh Prasad
2020	J	`jnl`	Child Temperature Monitoring System. Wirel. Pers. Commun. Saurabh Prasad, Ramjee Prasad
2020	J	`jnl`	Data Standardization and Scaling Technique for the Implementation of Human Bond Communication. Wirel. Pers. Commun. Saurabh Prasad, Ramjee Prasad
2020	C	`conf`	Joint Spatial and Graph Convolutional Neural Networks - A Hybrid Model for Spatial-Spectral Geospatial Image Analysis. IGARSS Farideh Foroozandeh Shahraki, Saurabh Prasad
2019	J	`jnl`	Advanced Multi-Sensor Optical Remote Sensing for Urban Land Use and Land Cover Classification: Outcome of the 2018 IEEE GRSS Data Fusion Contest. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Yonghao Xu, Bo Du, Liangpei Zhang, Daniele Cerra, Miguel Pato, Emiliano Carmona, Saurabh Prasad, Naoto Yokoya, Ronny Hänsch, Bertrand Le Saux
2018	J	`jnl`	Deep Feature Alignment Neural Networks for Domain Adaptation of Hyperspectral Data. IEEE Trans. Geosci. Remote. Sens. Xiong Zhou, Saurabh Prasad
2018	J	`jnl`	Foreword to the Special Issue on Hyperspectral Remote Sensing and Imaging Spectroscopy. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Saurabh Prasad, Wenzi Liao, Mingyi He, Jocelyn Chanussot
2018	—	`conf`	Graph Convolutional Neural Networks for Hyperspectral Data Classification. GlobalSIP Farideh Foroozandeh Shahraki, Saurabh Prasad
2018	J	`jnl`	Joint Euclidean and Angular Distance-Based Embeddings for Multisource Image Analysis. IEEE Geosci. Remote. Sens. Lett. Lifeng Yan, Minshan Cui, Saurabh Prasad
2018	J	`jnl`	Semi-Supervised Deep Learning Using Pseudo Labels for Hyperspectral Image Classification. IEEE Trans. Image Process. Hao Wu, Saurabh Prasad
2018	J	`jnl`	Semi-supervised dimensionality reduction of hyperspectral imagery using pseudo-labels. Pattern Recognit. Hao Wu, Saurabh Prasad
2018	J	`jnl`	Spatially Constrained Semisupervised Local Angular Discriminant Analysis for Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Souvick Mukherjee, Minshan Cui, Saurabh Prasad
2017	J	`jnl`	Active and Semisupervised Learning With Morphological Component Analysis for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. Xiong Zhou, Saurabh Prasad
2017	J	`jnl`	Convolutional Recurrent Neural Networks forHyperspectral Data Classification. Remote. Sens. Hao Wu, Saurabh Prasad
2017	J	`jnl`	Domain Adaptation for Robust Classification of Disparate Hyperspectral Images. IEEE Trans. Computational Imaging Xiong Zhou, Saurabh Prasad
2017	J	`jnl`	Morphologically Decoupled Structured Sparsity for Rotation-Invariant Hyperspectral Image Analysis. IEEE Trans. Geosci. Remote. Sens. Saurabh Prasad, Demetrio Labate, Minshan Cui, Yuhang Zhang
2017	Misc	`conf`	Rotation invariance through structured sparsity for robust hyperspectral image classification. ICASSP Saurabh Prasad, Demetrio Labate, Minshan Cui, Yuhang Zhang
2017	J	`jnl`	Superpixel-Based Active Learning and Online Feature Importance Learning for Hyperspectral Image Analysis. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Jielian Guo, Xiong Zhou, Jun Li, Antonio Plaza, Saurabh Prasad
2017	C	`conf`	Transformation learning based domain adaptation for robust classification of disparate hyperspectral data. IGARSS Xiong Zhou, Saurabh Prasad
2016	—	`conf`	An approximate message passing approach for compressive hyperspectral imaging using a simultaneous low-rank and joint-sparsity prior. WHISPERS Yangqing Li, Saurabh Prasad, Wei Chen, Changchuan Yin, Zhu Han
2016	J	`jnl`	An approximate message passing approach for compressive hyperspectral imaging using a simultaneous low-rank and joint-sparsity prior. CoRR Yangqing Li, Saurabh Prasad, Wei Chen, Changchuan Yin, Zhu Han
2016	J	`jnl`	Composite Kernel Local Angular Discriminant Analysis for Multi-Sensor Geospatial Image Analysis. CoRR Saurabh Prasad, Minshan Cui, Lifeng Yan
2016	J	`jnl`	Dirichlet Process Based Active Learning and Discovery of Unknown Classes for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Hao Wu, Saurabh Prasad
2016	—	`conf`	Mapping mangrove communities in coastal wetlands using airborne hyperspectral data. WHISPERS Xiong Zhou, Anna R. Armitage, Saurabh Prasad
2016	J	`jnl`	Multisource Geospatial Data Fusion via Local Joint Sparse Representation. IEEE Trans. Geosci. Remote. Sens. Yuhang Zhang, Saurabh Prasad
2016	J	`jnl`	Person Re-identification with Hyperspectral Multi-Camera Systems - A Pilot Study. CoRR Saurabh Prasad, Tanu Priya, Minshan Cui, Shishir Shah
2016	—	`conf`	Person re-identification with hyperspectral multi-camera systems #x2014; A pilot study. WHISPERS Saurabh Prasad, Tanu Priya, Minshan Cui, Shishir Shah
2016	J	`jnl`	Sparse Representation-Based Classification: Orthogonal Least Squares or Orthogonal Matching Pursuit? CoRR Minshan Cui, Saurabh Prasad
2016	J	`jnl`	Sparse representation-based classification: Orthogonal least squares or orthogonal matching pursuit? Pattern Recognit. Lett. Minshan Cui, Saurabh Prasad
2016	J	`jnl`	Spatial Context based Angular Information Preserving Projection for Hyperspectral Image Classification. CoRR Minshan Cui, Saurabh Prasad
2016	J	`jnl`	Spectral-Angle-Based Discriminant Analysis of Hyperspectral Data for Robustness to Varying Illumination. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Minshan Cui, Saurabh Prasad
2016	J	`jnl`	Wavelet-Domain Multiview Active Learning for Spatial-Spectral Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Xiong Zhou, Saurabh Prasad, Melba M. Crawford
2015	J	`jnl`	A Machine Learning Framework for Detecting Landslides on Earthen Levees Using Spaceborne SAR Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Majid Mahrooghy, James V. Aanstoos, Rodrigo A. A. Nóbrega, Khaled Hasan, Saurabh Prasad, Nicolas H. Younan
2015	J	`jnl`	Angular Discriminant Analysis for Hyperspectral Image Classification. IEEE J. Sel. Top. Signal Process. Minshan Cui, Saurabh Prasad
2015	J	`jnl`	Challenges and Opportunities of Multimodality and Data Fusion in Remote Sensing. Proc. IEEE Mauro Dalla Mura, Saurabh Prasad, Fabio Pacifici, Paolo Gamba, Jocelyn Chanussot, Jón Atli Benediktsson
2015	J	`jnl`	Class-Dependent Sparse Representation Classifier for Robust Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Minshan Cui, Saurabh Prasad
2015	J	`jnl`	Ensemble Multiple Kernel Active Learning For Classification of Multisource Remote Sensing Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Yuhang Zhang, Hsiuhan Lexie Yang, Saurabh Prasad, Edoardo Pasolli, Jinha Jung, Melba M. Crawford
2015	J	`jnl`	Fusion of Hyperspectral and LiDAR Remote Sensing Data Using Multiple Feature Learning. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Mahdi Khodadadzadeh, Jun Li, Saurabh Prasad, Antonio Plaza
2015	B	`conf`	Hyperspectral classification using a composite kernel driven by nearest-neighbor spatial features. ICIP Vineetha Menon, Saurabh Prasad, James E. Fowler
2015	J	`jnl`	Introduction to the Issue on Advances in Hyperspectral Data Processing and Analysis. IEEE J. Sel. Top. Signal Process. Saurabh Prasad, Jocelyn Chanussot, James E. Fowler, José M. Bioucas-Dias, Charles D. Creuserre
2015	J	`jnl`	Locality Preserving Composite Kernel Feature Extraction for Multi-Source Geospatial Image Analysis. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Yuhang Zhang, Saurabh Prasad
2015	J	`jnl`	Superpixels for Spatially Reinforced Bayesian Classification of Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. Tanu Priya, Saurabh Prasad, Hao Wu
2014	J	`jnl`	A Framework for Land Cover Classification Using Discrete Return LiDAR Data: Adopting Pseudo-Waveform and Hierarchical Segmentation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Jinha Jung, Edoardo Pasolli, Saurabh Prasad, James C. Tilton, Melba M. Crawford
2014	—	`conf`	Challenges and opportunities of multimodality and Data Fusion in Remote Sensing. EUSIPCO Mauro Dalla Mura, Saurabh Prasad, Fabio Pacifici, Paolo Gamba, Jocelyn Chanussot
2014	J	`jnl`	Classification Based on 3-D DWT and Decision Fusion for Hyperspectral Image Analysis. IEEE Geosci. Remote. Sens. Lett. Zhen Ye, Saurabh Prasad, Wei Li, James E. Fowler, Mingyi He
2014	B	`conf`	Compressive data fusion for multi-sensor image analysis. ICIP Saurabh Prasad, Hao Wu, James E. Fowler
2014	J	`jnl`	Decision Fusion in Kernel-Induced Spaces for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Wei Li, Saurabh Prasad, James E. Fowler
2014	—	`conf`	Decision fusion for hyperspectral image classification based on minimum-distance classifiers in thewavelet domain. ChinaSIP Wei Li, Saurabh Prasad, Eric W. Tramel, James E. Fowler, Qian Du
2014	B	`conf`	Detecting new classes via infinite warped mixture models for hyperspectral image analysis. ICIP Hao Wu, Saurabh Prasad, Tanu Priya
2014	J	`jnl`	Hyperspectral Image Classification Using Gaussian Mixture Models and Markov Random Fields. IEEE Geosci. Remote. Sens. Lett. Wei Li, Saurabh Prasad, James E. Fowler
2014	J	`jnl`	Hyperspectral and LiDAR Data Fusion: Outcome of the 2013 GRSS Data Fusion Contest. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Christian Debes, Andreas Merentitis, Roel Heremans, Jürgen T. Hahn, Nikolaos Frangiadakis, Tim van Kasteren, Wenzhi Liao, Rik Bellens, Aleksandra Pizurica, Sidharta Gautama, Wilfried Philips, Saurabh Prasad, Qian Du, Fabio Pacifici
2014	B	`conf`	Image classification in natural scenes: Are a few selective spectral channels sufficient? ICIP Jason Holloway, Tanu Priya, Ashok Veeraraghavan, Saurabh Prasad
2014	J	`jnl`	Manifold-Learning-Based Feature Extraction for Classification of Hyperspectral Data: A Review of Advances in Manifold Learning. IEEE Signal Process. Mag. Dalton D. Lunga, Saurabh Prasad, Melba M. Crawford, Okan K. Ersoy
2014	J	`jnl`	Nearest Regularized Subspace for Hyperspectral Classification. IEEE Trans. Geosci. Remote. Sens. Wei Li, Eric W. Tramel, Saurabh Prasad, James E. Fowler
2014	J	`jnl`	Segmented Mixture-of-Gaussian Classification for Hyperspectral Image Analysis. IEEE Geosci. Remote. Sens. Lett. Saurabh Prasad, Minshan Cui, Wei Li, James E. Fowler
2014	—	`conf`	Spatial context driven manifold learning for hyperspectral image classification. WHISPERS Yuhang Zhang, Hsiuhan Lexie Yang, Dalton D. Lunga, Saurabh Prasad, Melba M. Crawford
2014	J	`jnl`	Spectral-Spatial Preprocessing Using Multihypothesis Prediction for Noise-Robust Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Chen Chen, Wei Li, Eric W. Tramel, Minshan Cui, Saurabh Prasad, James E. Fowler
2014	C	`conf`	Wavelet domain active learning for robust classification of full-waveform LiDAR data. IGARSS Xiong Zhou, Saurabh Prasad, Melba M. Crawford
2014	—	`conf`	Wavelet domain multi-view active learning for hyperspectral image analysis. WHISPERS Xiong Zhou, Saurabh Prasad, Melba M. Crawford
2013	J	`jnl`	Classification and Reconstruction From Random Projections for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. Wei Li, Saurabh Prasad, James E. Fowler
2013	—	`conf`	Classification of stand-to-sit and sit-to-stand movement from low frequency EEG with locality preserving dimensionality reduction. EMBC Thomas C. Bulea, Saurabh Prasad, Atilla Kilicarslan, José L. Contreras-Vidal
2013	—	`conf`	High accuracy decoding of user intentions using EEG to control a lower-body exoskeleton. EMBC Atilla Kilicarslan, Saurabh Prasad, Robert G. Grossman, José L. Contreras-Vidal
2013	C	`conf`	Hyperspectral image classification based on Dirichlet Process mixture models. IGARSS Hao Wu, Saurabh Prasad, Minshan Cui, Nam Tuan Nguyen, Zhu Han
2013	—	`conf`	Infinite Gaussian mixture models for robust decision fusion of hyperspectral imagery and full waveform LiDAR data. GlobalSIP Hao Wu, Saurabh Prasad
2013	J	`jnl`	Integration of Spectral-Spatial Information for Hyperspectral Image Reconstruction From Compressive Random Projections. IEEE Geosci. Remote. Sens. Lett. Wei Li, Saurabh Prasad, James E. Fowler
2013	J	`jnl`	Locality Preserving Genetic Algorithms for Spatial-Spectral Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Minshan Cui, Saurabh Prasad, Wei Li, Lori M. Bruce
2013	C	`conf`	Multiple kernel active learning for robust geo-spatial image analysis. IGARSS Hsiuhan Lexie Yang, Yuhang Zhang, Saurabh Prasad, Melba M. Crawford
2013	—	`conf`	Multiscale sparse representation classification for robust hyperspectral image analysis. GlobalSIP Minshan Cui, Saurabh Prasad
2013	J	`jnl`	Noise-Adjusted Subspace Discriminant Analysis for Hyperspectral Imagery Classification. IEEE Geosci. Remote. Sens. Lett. Wei Li, Saurabh Prasad, James E. Fowler
2013	J	`jnl`	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. Sathishkumar Samiappan, Saurabh Prasad, Lori M. Bruce
2013	—	`conf`	Region growing based joint sparsity model for hyperspectral image analysis. WHISPERS Minshan Cui, Saurabh Prasad
2013	—	`conf`	Robust sub-pixel hyperspectral classification via locality preserving feature extraction and a dirichlet process mixture model. WHISPERS Hao Wu, Saurabh Prasad, Minshan Cui
2013	Misc	`conf`	Sparse representations for classification of high dimensional multi-sensor geospatial data. ACSSC Saurabh Prasad, Minshan Cui
2013	Misc	`conf`	Sparsity promoting dimensionality reduction for classification of high dimensional hyperspectral images. ICASSP Minshan Cui, Saurabh Prasad
2013	J	`jnl`	Volume-based clustering for arbitrary shaped clusters. Int. J. Comput. Vis. Robotics Partha Sarathi Bishnu, Saurabh Prasad, Vandana Bhattacherjee
2013	C	`conf`	Voxelization of full waveform LiDAR data for fusion with Hyperspectral Imagery. IGARSS Hongzhou Wang, Craig L. Glennie, Saurabh Prasad
2012	C	`conf`	Application of omni-directional texture analysis to SAR images for levee landslide detection. IGARSS Matthew A. Lee, James V. Aanstoos, Lori Mann Bruce, Saurabh Prasad
2012	J	`jnl`	Decision Fusion of Textural Features Derived From Polarimetric Data for Levee Assessment. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Minshan Cui, Saurabh Prasad, Majid Mahrooghy, James V. Aanstoos, Matthew A. Lee, Lori M. Bruce
2012	J	`jnl`	Information Fusion in the Redundant-Wavelet-Transform Domain for Noise-Robust Hyperspectral Classification. IEEE Trans. Geosci. Remote. Sens. Saurabh Prasad, Wei Li, James E. Fowler, Lori M. Bruce
2012	J	`jnl`	Locality-Preserving Dimensionality Reduction and Classification for Hyperspectral Image Analysis. IEEE Trans. Geosci. Remote. Sens. Wei Li, Saurabh Prasad, James E. Fowler, Lori Mann Bruce
2012	—	`conf`	Locality-preserving discriminant analysis and Gaussian mixture models for spectral-spatial classification of hyperspectral imagery. WHISPERS Zhen Ye, Saurabh Prasad, Wei Li, James E. Fowler, Mingyi He
2012	C	`conf`	Locality-preserving discriminant analysis for hyperspectral image classification using local spatial information. IGARSS Wei Li, Saurabh Prasad, Zhen Ye, James E. Fowler, Minshan Cui
2012	C	`conf`	Locality-preserving nonnegative matrix factorization for hyperspectral image classification. IGARSS Wei Li, Saurabh Prasad, James E. Fowler, Minshan Cui
2012	—	`conf`	Noise-adjusted subspace linear discriminant analysis for hyperspectral-image classification. WHISPERS Wei Li, Saurabh Prasad, James E. Fowler, Qian Du
2012	C	`conf`	Robust spatial-spectral hyperspectral image classification for vegetation stress detection. IGARSS Minshan Cui, Saurabh Prasad, Lori M. Bruce, Ramesh L. Shrestha
2011	—	`conf`	A multi-modal pattern classification framework for hyperspectral image analysis. WHISPERS Wei Li, Saurabh Prasad, James E. Fowler, Lori M. Bruce
2011	C	`conf`	Automated hyperspectral imagery analysis via support vector machines based multi-classifier system with non-uniform random feature selection. IGARSS Sathishkumar Samiappan, Saurabh Prasad, Lori M. Bruce
2011	C	`conf`	Branch and bound based feature elimination for support vector machine based classification of hyperspectral images. IGARSS Sathishkumar Samiappan, Saurabh Prasad, Lori M. Bruce, Eric A. Hansen
2011	—	`conf`	Class dependent compressive-projection principal component analysis for hyperspectral image reconstruction. WHISPERS Wei Li, Saurabh Prasad, James E. Fowler, Lori M. Bruce
2011	—	`conf`	Concurrent spatial-spectral band grouping: Providing a spatial context for spectral dimensionality reduction. WHISPERS Matthew A. Lee, Lori Mann Bruce, Saurabh Prasad
2011	—	`conf`	Earthen levee monitoring with Synthetic Aperture Radar. AIPR James V. Aanstoos, Khaled Hasan, Charles G. O'Hara, Saurabh Prasad, Lalitha Dabbiru, Majid Mahrooghy, Balakrishna Gokaraju, Rodrigo Nóbrega
2011	—	`conf`	Effect of vegetation height and volume scattering on soil moisture classification using synthetic aperture radar (SAR) images. AIPR Majid Mahrooghy, James V. Aanstoos, Khaled Hasan, Saurabh Prasad, Nicolas H. Younan
2011	C	`conf`	Genetic algorithms and Linear Discriminant Analysis based dimensionality reduction for remotely sensed image analysis. IGARSS Minshan Cui, Saurabh Prasad, Majid Mahrooghy, Lori M. Bruce, James V. Aanstoos
2011	J	`jnl`	Locality-Preserving Discriminant Analysis in Kernel-Induced Feature Spaces for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. Wei Li, Saurabh Prasad, James E. Fowler, Lori Mann Bruce
2010	C	`conf`	Data dependent adaptation for improved classification of hyperspectral imagery. IGARSS Saurabh Prasad, Hemanth Kalluri, Lori M. Bruce, Sathishkumar Samiappan
2010	J	`jnl`	Decision-Level Fusion of Spectral Reflectance and Derivative Information for Robust Hyperspectral Land Cover Classification. IEEE Trans. Geosci. Remote. Sens. Hemanth Kalluri, Saurabh Prasad, Lori M. Bruce
2010	C	`conf`	NASA's upcoming HyspIRI mission - precision vegetation mapping with limited ground truth. IGARSS Sathishkumar Samiappan, Saurabh Prasad, Lori M. Bruce, Wilfredo Robles
2010	—	`conf`	Use of remote sensing to screen earthen levees. AIPR James V. Aanstoos, Khaled Hasan, Charles G. O'Hara, Saurabh Prasad, Lalitha Dabbiru, Majid Mahrooghy, Rodrigo Nóbrega, Matthew A. Lee, Bijay Shrestha
2009	—	`conf`	Data Exploitation of HyspIRI Observations for Precision Vegetation Mapping. IGARSS (4) Saurabh Prasad, Lori M. Bruce, Hemanth Kalluri
2009	J	`jnl`	Decision Fusion for the Classification of Hyperspectral Data: Outcome of the 2008 GRS-S Data Fusion Contest. IEEE Trans. Geosci. Remote. Sens. Giorgio Licciardi, Fabio Pacifici, Devis Tuia, Saurabh Prasad, Terrance West, Ferdinando Giacco, Christian Thiel, Jordi Inglada, Emmanuel Christophe, Jocelyn Chanussot, Paolo Gamba
2009	—	`conf`	Fusion of spectral reflectance and derivative information for robust hyperspectral land cover classification. WHISPERS Hemanth Kalluri, Saurabh Prasad, Lori M. Bruce
2009	J	`jnl`	Information Fusion in Kernel-Induced Spaces for Robust Subpixel Hyperspectral ATR. IEEE Geosci. Remote. Sens. Lett. Saurabh Prasad, Lori Mann Bruce
2009	—	`conf`	Rapid Detection of Agricultural Food Crop Contamination via Hyperspectral Remote Sensing. IGARSS (4) Terrance West, Lori M. Bruce, Saurabh Prasad, Daniel Reynolds, Trent Irby
2009	—	`conf`	Sensitivity of hyperspectral classification algorithms to training sample size. WHISPERS Matthew A. Lee, Saurabh Prasad, Lori Mann Bruce, Terrance R. West, Daniel Reynolds, Trent Irby, Hemanth Kalluri
2009	—	`conf`	Utilization of Local and Global Hyperspectral Features via Wavelet Packets and Multiclassifiers for Robust Target Recognition. IGARSS (3) Terrance West, Lori M. Bruce, Saurabh Prasad, Daniel Reynolds
2008	—	`conf`	A Robust Multi-Classifier Decision Fusion Framework for Hyperspectral, Multi-Temporal Classification. IGARSS (2) Saurabh Prasad, Lori M. Bruce, Hemanth Kalluri
2008	J	`jnl`	Decision Fusion With Confidence-Based Weight Assignment for Hyperspectral Target Recognition. IEEE Trans. Geosci. Remote. Sens. Saurabh Prasad, Lori M. Bruce
2008	J	`jnl`	Limitations of Principal Components Analysis for Hyperspectral Target Recognition. IEEE Geosci. Remote. Sens. Lett. Saurabh Prasad, Lori Mann Bruce
2008	—	`conf`	Multiple Kernel Discriminant Analysis and Decision Fusion for Robust Sub-Pixel Hyperspectral Target Recognition. IGARSS (2) Saurabh Prasad, Lori M. Bruce
2008	—	`conf`	Overcoming the Small Sample Size Problem in Hyperspectral Classification and Detection Tasks. IGARSS (5) Saurabh Prasad, Lori M. Bruce
2008	—	`conf`	Wavelet Packet Tree Pruning Metrics for Hyperspectral Feature Extraction. IGARSS (2) Terrance West, Saurabh Prasad, Lori M. Bruce
2007	C	`conf`	Hyperspectral feature space partitioning via mutual information for data fusion. IGARSS Saurabh Prasad, Lori Mann Bruce
2007	C	`conf`	Level set hyperspectral image segmentation using spectral information divergence-based best band selection. IGARSS John E. Ball, Terrance West, Saurabh Prasad, Lori Mann Bruce
2007	C	`conf`	Limitations of subspace LDA in hyperspectral target recognition applications. IGARSS Saurabh Prasad, Lori Mann Bruce
2007	C	`conf`	Multiclassifiers and decision fusion in the wavelet domain for exploitation of hyperspectral data. IGARSS Terrance West, Saurabh Prasad, Lori Mann Bruce
2005	A	`conf`	Nonlinear and linear transformations of speech features to compensate for channel and noise effects. INTERSPEECH Saurabh Prasad, Stephen A. Zahorian