Nonlinear and linear transformations of speech features to compensate for channel and noise effects. - Saurabh Prasad; Stephen A. Zahorian (INTERSPEECH, 2005)

Level set hyperspectral image segmentation using spectral information divergence-based best band selection. - John E. Ball; Terrance West; Saurabh Prasad; Lori Mann Bruce (IGARSS, 2007)

Limitations of subspace LDA in hyperspectral target recognition applications. - Saurabh Prasad; Lori Mann Bruce (IGARSS, 2007)

Hyperspectral feature space partitioning via mutual information for data fusion. - Saurabh Prasad; Lori Mann Bruce (IGARSS, 2007)

Multiclassifiers and decision fusion in the wavelet domain for exploitation of hyperspectral data. - Terrance West; Saurabh Prasad; Lori Mann Bruce (IGARSS, 2007)

Overcoming the Small Sample Size Problem in Hyperspectral Classification and Detection Tasks. - Saurabh Prasad; Lori M. Bruce (IGARSS (5), 2008)

Multiple Kernel Discriminant Analysis and Decision Fusion for Robust Sub-Pixel Hyperspectral Target Recognition. - Saurabh Prasad; Lori M. Bruce (IGARSS (2), 2008)

A Robust Multi-Classifier Decision Fusion Framework for Hyperspectral, Multi-Temporal Classification. - Saurabh Prasad; Lori M. Bruce; Hemanth Kalluri (IGARSS (2), 2008)

Wavelet Packet Tree Pruning Metrics for Hyperspectral Feature Extraction. - Terrance West; Saurabh Prasad; Lori M. Bruce (IGARSS (2), 2008)

Limitations of Principal Components Analysis for Hyperspectral Target Recognition. - Saurabh Prasad; Lori Mann Bruce (IEEE Geosci. Remote. Sens. Lett., 2008)

Decision Fusion With Confidence-Based Weight Assignment for Hyperspectral Target Recognition. - Saurabh Prasad; Lori M. Bruce (IEEE Trans. Geosci. Remote. Sens., 2008)

Data Exploitation of HyspIRI Observations for Precision Vegetation Mapping. - Saurabh Prasad; Lori M. Bruce; Hemanth Kalluri (IGARSS (4), 2009)

Utilization of Local and Global Hyperspectral Features via Wavelet Packets and Multiclassifiers for Robust Target Recognition. - Terrance West; Lori M. Bruce; Saurabh Prasad; Daniel Reynolds (IGARSS (3), 2009)

Rapid Detection of Agricultural Food Crop Contamination via Hyperspectral Remote Sensing. - Terrance West; Lori M. Bruce; Saurabh Prasad; Daniel Reynolds; Trent Irby (IGARSS (4), 2009)

Fusion of spectral reflectance and derivative information for robust hyperspectral land cover classification. - Hemanth Kalluri; Saurabh Prasad; Lori M. Bruce (WHISPERS, 2009)

Sensitivity of hyperspectral classification algorithms to training sample size. - Matthew A. Lee; Saurabh Prasad; Lori Mann Bruce; Terrance R. West; Daniel Reynolds; Trent Irby; Hemanth Kalluri (WHISPERS, 2009)

Information Fusion in Kernel-Induced Spaces for Robust Subpixel Hyperspectral ATR. - Saurabh Prasad; Lori Mann Bruce (IEEE Geosci. Remote. Sens. Lett., 2009)

Decision Fusion for the Classification of Hyperspectral Data: Outcome of the 2008 GRS-S Data Fusion Contest. - Giorgio Licciardi; Fabio Pacifici; Devis Tuia; Saurabh Prasad; Terrance West; Ferdinando Giacco; Christian Thiel 002; Jordi Inglada; Emmanuel Christophe; Jocelyn Chanussot; Paolo Gamba (IEEE Trans. Geosci. Remote. Sens., 2009)

Use of remote sensing to screen earthen levees. - James V. Aanstoos; Khaled Hasan; Charles G. O'Hara; Saurabh Prasad; Lalitha Dabbiru; Majid Mahrooghy; Rodrigo Nóbrega; Matthew A. Lee; Bijay Shrestha (AIPR, 2010)

Data dependent adaptation for improved classification of hyperspectral imagery. - Saurabh Prasad; Hemanth Kalluri; Lori M. Bruce; Sathishkumar Samiappan (IGARSS, 2010)

NASA's upcoming HyspIRI mission - precision vegetation mapping with limited ground truth. - Sathishkumar Samiappan; Saurabh Prasad; Lori M. Bruce; Wilfredo Robles (IGARSS, 2010)

Decision-Level Fusion of Spectral Reflectance and Derivative Information for Robust Hyperspectral Land Cover Classification. - Hemanth Kalluri; Saurabh Prasad; Lori M. Bruce (IEEE Trans. Geosci. Remote. Sens., 2010)

Earthen levee monitoring with Synthetic Aperture Radar. - James V. Aanstoos; Khaled Hasan; Charles G. O'Hara; Saurabh Prasad; Lalitha Dabbiru; Majid Mahrooghy; Balakrishna Gokaraju; Rodrigo Nóbrega (AIPR, 2011)

Effect of vegetation height and volume scattering on soil moisture classification using synthetic aperture radar (SAR) images. - Majid Mahrooghy; James V. Aanstoos; Khaled Hasan; Saurabh Prasad; Nicolas H. Younan (AIPR, 2011)

Genetic algorithms and Linear Discriminant Analysis based dimensionality reduction for remotely sensed image analysis. - Minshan Cui; Saurabh Prasad; Majid Mahrooghy; Lori M. Bruce; James V. Aanstoos (IGARSS, 2011)

Automated hyperspectral imagery analysis via support vector machines based multi-classifier system with non-uniform random feature selection. - Sathishkumar Samiappan; Saurabh Prasad; Lori M. Bruce (IGARSS, 2011)

Branch and bound based feature elimination for support vector machine based classification of hyperspectral images. - Sathishkumar Samiappan; Saurabh Prasad; Lori M. Bruce; Eric A. Hansen (IGARSS, 2011)

Concurrent spatial-spectral band grouping: Providing a spatial context for spectral dimensionality reduction. - Matthew A. Lee; Lori Mann Bruce; Saurabh Prasad (WHISPERS, 2011)

A multi-modal pattern classification framework for hyperspectral image analysis. - Wei Li 032; Saurabh Prasad; James E. Fowler; Lori M. Bruce (WHISPERS, 2011)

Class dependent compressive-projection principal component analysis for hyperspectral image reconstruction. - Wei Li 032; Saurabh Prasad; James E. Fowler; Lori M. Bruce (WHISPERS, 2011)

Locality-Preserving Discriminant Analysis in Kernel-Induced Feature Spaces for Hyperspectral Image Classification. - Wei Li 032; Saurabh Prasad; James E. Fowler; Lori Mann Bruce (IEEE Geosci. Remote. Sens. Lett., 2011)

Robust spatial-spectral hyperspectral image classification for vegetation stress detection. - Minshan Cui; Saurabh Prasad; Lori M. Bruce; Ramesh L. Shrestha (IGARSS, 2012)

Application of omni-directional texture analysis to SAR images for levee landslide detection. - Matthew A. Lee; James V. Aanstoos; Lori Mann Bruce; Saurabh Prasad (IGARSS, 2012)

Locality-preserving nonnegative matrix factorization for hyperspectral image classification. - Wei Li 032; Saurabh Prasad; James E. Fowler; Minshan Cui (IGARSS, 2012)

Locality-preserving discriminant analysis for hyperspectral image classification using local spatial information. - Wei Li 032; Saurabh Prasad; Zhen Ye; James E. Fowler; Minshan Cui (IGARSS, 2012)

Noise-adjusted subspace linear discriminant analysis for hyperspectral-image classification. - Wei Li 032; Saurabh Prasad; James E. Fowler; Qian Du 001 (WHISPERS, 2012)

Locality-preserving discriminant analysis and Gaussian mixture models for spectral-spatial classification of hyperspectral imagery. - Zhen Ye; Saurabh Prasad; Wei Li 032; James E. Fowler; Mingyi He (WHISPERS, 2012)

Decision Fusion of Textural Features Derived From Polarimetric Data for Levee Assessment. - Minshan Cui; Saurabh Prasad; Majid Mahrooghy; James V. Aanstoos; Matthew A. Lee; Lori M. Bruce (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012)

Locality-Preserving Dimensionality Reduction and Classification for Hyperspectral Image Analysis. - Wei Li 032; Saurabh Prasad; James E. Fowler; Lori Mann Bruce (IEEE Trans. Geosci. Remote. Sens., 2012)

Information Fusion in the Redundant-Wavelet-Transform Domain for Noise-Robust Hyperspectral Classification. - Saurabh Prasad; Wei Li 032; James E. Fowler; Lori M. Bruce (IEEE Trans. Geosci. Remote. Sens., 2012)

Sparse representations for classification of high dimensional multi-sensor geospatial data. - Saurabh Prasad; Minshan Cui (ACSSC, 2013)

Classification of stand-to-sit and sit-to-stand movement from low frequency EEG with locality preserving dimensionality reduction. - Thomas C. Bulea; Saurabh Prasad; Atilla Kilicarslan; José L. Contreras-Vidal (EMBC, 2013)

High accuracy decoding of user intentions using EEG to control a lower-body exoskeleton. - Atilla Kilicarslan; Saurabh Prasad; Robert G. Grossman; José L. Contreras-Vidal (EMBC, 2013)

Multiscale sparse representation classification for robust hyperspectral image analysis. - Minshan Cui; Saurabh Prasad (GlobalSIP, 2013)

Infinite Gaussian mixture models for robust decision fusion of hyperspectral imagery and full waveform LiDAR data. - Hao Wu 037; Saurabh Prasad (GlobalSIP, 2013)

Sparsity promoting dimensionality reduction for classification of high dimensional hyperspectral images. - Minshan Cui; Saurabh Prasad (ICASSP, 2013)

Voxelization of full waveform LiDAR data for fusion with Hyperspectral Imagery. - Hongzhou Wang; Craig L. Glennie; Saurabh Prasad (IGARSS, 2013)

Hyperspectral image classification based on Dirichlet Process mixture models. - Hao Wu 037; Saurabh Prasad; Minshan Cui; Nam Tuan Nguyen; Zhu Han 001 (IGARSS, 2013)

Multiple kernel active learning for robust geo-spatial image analysis. - Hsiuhan Lexie Yang; Yuhang Zhang 003; Saurabh Prasad; Melba M. Crawford (IGARSS, 2013)

Region growing based joint sparsity model for hyperspectral image analysis. - Minshan Cui; Saurabh Prasad (WHISPERS, 2013)

Robust sub-pixel hyperspectral classification via locality preserving feature extraction and a dirichlet process mixture model. - Hao Wu 037; Saurabh Prasad; Minshan Cui (WHISPERS, 2013)

Volume-based clustering for arbitrary shaped clusters. - Partha Sarathi Bishnu; Saurabh Prasad; Vandana Bhattacherjee (Int. J. Comput. Vis. Robotics, 2013)

Noise-Adjusted Subspace Discriminant Analysis for Hyperspectral Imagery Classification. - Wei Li 032; Saurabh Prasad; James E. Fowler (IEEE Geosci. Remote. Sens. Lett., 2013)

Integration of Spectral-Spatial Information for Hyperspectral Image Reconstruction From Compressive Random Projections. - Wei Li 032; Saurabh Prasad; James E. Fowler (IEEE Geosci. Remote. Sens. Lett., 2013)

Locality Preserving Genetic Algorithms for Spatial-Spectral Hyperspectral Image Classification. - Minshan Cui; Saurabh Prasad; Wei Li 032; Lori M. Bruce (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013)

Non-Uniform Random Feature Selection and Kernel Density Scoring With SVM Based Ensemble Classification for Hyperspectral Image Analysis. - Sathishkumar Samiappan; Saurabh Prasad; Lori M. Bruce (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013)

Classification and Reconstruction From Random Projections for Hyperspectral Imagery. - Wei Li 032; Saurabh Prasad; James E. Fowler (IEEE Trans. Geosci. Remote. Sens., 2013)

Decision fusion for hyperspectral image classification based on minimum-distance classifiers in thewavelet domain. - Wei Li 032; Saurabh Prasad; Eric W. Tramel; James E. Fowler; Qian Du 001 (ChinaSIP, 2014)

Challenges and opportunities of multimodality and Data Fusion in Remote Sensing. - Mauro Dalla Mura; Saurabh Prasad; Fabio Pacifici; Paolo Gamba; Jocelyn Chanussot (EUSIPCO, 2014)

Image classification in natural scenes: Are a few selective spectral channels sufficient? - Jason Holloway; Tanu Priya; Ashok Veeraraghavan; Saurabh Prasad (ICIP, 2014)

Compressive data fusion for multi-sensor image analysis. - Saurabh Prasad; Hao Wu 037; James E. Fowler (ICIP, 2014)

Detecting new classes via infinite warped mixture models for hyperspectral image analysis. - Hao Wu 037; Saurabh Prasad; Tanu Priya (ICIP, 2014)

Wavelet domain active learning for robust classification of full-waveform LiDAR data. - Xiong Zhou; Saurabh Prasad; Melba M. Crawford (IGARSS, 2014)

Spatial context driven manifold learning for hyperspectral image classification. - Yuhang Zhang 003; Hsiuhan Lexie Yang; Dalton D. Lunga; Saurabh Prasad; Melba M. Crawford (WHISPERS, 2014)

Wavelet domain multi-view active learning for hyperspectral image analysis. - Xiong Zhou; Saurabh Prasad; Melba M. Crawford (WHISPERS, 2014)

Hyperspectral Image Classification Using Gaussian Mixture Models and Markov Random Fields. - Wei Li 032; Saurabh Prasad; James E. Fowler (IEEE Geosci. Remote. Sens. Lett., 2014)

Segmented Mixture-of-Gaussian Classification for Hyperspectral Image Analysis. - Saurabh Prasad; Minshan Cui; Wei Li 032; James E. Fowler (IEEE Geosci. Remote. Sens. Lett., 2014)

Classification Based on 3-D DWT and Decision Fusion for Hyperspectral Image Analysis. - Zhen Ye; Saurabh Prasad; Wei Li 032; James E. Fowler; Mingyi He (IEEE Geosci. Remote. Sens. Lett., 2014)

Manifold-Learning-Based Feature Extraction for Classification of Hyperspectral Data: A Review of Advances in Manifold Learning. - Dalton D. Lunga; Saurabh Prasad; Melba M. Crawford; Okan K. Ersoy (IEEE Signal Process. Mag., 2014)

Spectral-Spatial Preprocessing Using Multihypothesis Prediction for Noise-Robust Hyperspectral Image Classification. - Chen Chen 001; Wei Li 032; Eric W. Tramel; Minshan Cui; Saurabh Prasad; James E. Fowler (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Hyperspectral and LiDAR Data Fusion: Outcome of the 2013 GRSS Data Fusion Contest. - 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; et al. (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

A Framework for Land Cover Classification Using Discrete Return LiDAR Data: Adopting Pseudo-Waveform and Hierarchical Segmentation. - Jinha Jung; Edoardo Pasolli; Saurabh Prasad; James C. Tilton; Melba M. Crawford (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Decision Fusion in Kernel-Induced Spaces for Hyperspectral Image Classification. - Wei Li 032; Saurabh Prasad; James E. Fowler (IEEE Trans. Geosci. Remote. Sens., 2014)

Nearest Regularized Subspace for Hyperspectral Classification. - Wei Li 032; Eric W. Tramel; Saurabh Prasad; James E. Fowler (IEEE Trans. Geosci. Remote. Sens., 2014)

Hyperspectral classification using a composite kernel driven by nearest-neighbor spatial features. - Vineetha Menon; Saurabh Prasad; James E. Fowler (ICIP, 2015)

Angular Discriminant Analysis for Hyperspectral Image Classification. - Minshan Cui; Saurabh Prasad (IEEE J. Sel. Top. Signal Process., 2015)

Introduction to the Issue on Advances in Hyperspectral Data Processing and Analysis. - Saurabh Prasad; Jocelyn Chanussot; James E. Fowler; José M. Bioucas-Dias; Charles D. Creuserre (IEEE J. Sel. Top. Signal Process., 2015)

Superpixels for Spatially Reinforced Bayesian Classification of Hyperspectral Images. - Tanu Priya; Saurabh Prasad; Hao Wu 037 (IEEE Geosci. Remote. Sens. Lett., 2015)

Challenges and Opportunities of Multimodality and Data Fusion in Remote Sensing. - Mauro Dalla Mura; Saurabh Prasad; Fabio Pacifici; Paolo Gamba; Jocelyn Chanussot; Jón Atli Benediktsson (Proc. IEEE, 2015)

Locality Preserving Composite Kernel Feature Extraction for Multi-Source Geospatial Image Analysis. - Yuhang Zhang 003; Saurabh Prasad (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Ensemble Multiple Kernel Active Learning For Classification of Multisource Remote Sensing Data. - Yuhang Zhang 003; Hsiuhan Lexie Yang; Saurabh Prasad; Edoardo Pasolli; Jinha Jung; Melba M. Crawford (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Fusion of Hyperspectral and LiDAR Remote Sensing Data Using Multiple Feature Learning. - Mahdi Khodadadzadeh; Jun Li 009; Saurabh Prasad; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

A Machine Learning Framework for Detecting Landslides on Earthen Levees Using Spaceborne SAR Imagery. - Majid Mahrooghy; James V. Aanstoos; Rodrigo A. A. Nóbrega; Khaled Hasan; Saurabh Prasad; Nicolas H. Younan (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Class-Dependent Sparse Representation Classifier for Robust Hyperspectral Image Classification. - Minshan Cui; Saurabh Prasad (IEEE Trans. Geosci. Remote. Sens., 2015)

An approximate message passing approach for compressive hyperspectral imaging using a simultaneous low-rank and joint-sparsity prior. - Yangqing Li; Saurabh Prasad; Wei Chen 016; Changchuan Yin; Zhu Han 001 (WHISPERS, 2016)

Person re-identification with hyperspectral multi-camera systems #x2014; A pilot study. - Saurabh Prasad; Tanu Priya; Minshan Cui; Shishir Shah 001 (WHISPERS, 2016)

Mapping mangrove communities in coastal wetlands using airborne hyperspectral data. - Xiong Zhou; Anna R. Armitage; Saurabh Prasad (WHISPERS, 2016)

Spatial Context based Angular Information Preserving Projection for Hyperspectral Image Classification. - Minshan Cui; Saurabh Prasad (CoRR, 2016)

Composite Kernel Local Angular Discriminant Analysis for Multi-Sensor Geospatial Image Analysis. - Saurabh Prasad; Minshan Cui; Lifeng Yan (CoRR, 2016)

Person Re-identification with Hyperspectral Multi-Camera Systems - A Pilot Study. - Saurabh Prasad; Tanu Priya; Minshan Cui; Shishir Shah 001 (CoRR, 2016)

Sparse representation-based classification: Orthogonal least squares or orthogonal matching pursuit? - Minshan Cui; Saurabh Prasad (Pattern Recognit. Lett., 2016)

Spectral-Angle-Based Discriminant Analysis of Hyperspectral Data for Robustness to Varying Illumination. - Minshan Cui; Saurabh Prasad (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Wavelet-Domain Multiview Active Learning for Spatial-Spectral Hyperspectral Image Classification. - Xiong Zhou; Saurabh Prasad; Melba M. Crawford (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Dirichlet Process Based Active Learning and Discovery of Unknown Classes for Hyperspectral Image Classification. - Hao Wu 037; Saurabh Prasad (IEEE Trans. Geosci. Remote. Sens., 2016)

Multisource Geospatial Data Fusion via Local Joint Sparse Representation. - Yuhang Zhang 003; Saurabh Prasad (IEEE Trans. Geosci. Remote. Sens., 2016)

Rotation invariance through structured sparsity for robust hyperspectral image classification. - Saurabh Prasad; Demetrio Labate; Minshan Cui; Yuhang Zhang 003 (ICASSP, 2017)

Transformation learning based domain adaptation for robust classification of disparate hyperspectral data. - Xiong Zhou; Saurabh Prasad (IGARSS, 2017)

Active and Semisupervised Learning With Morphological Component Analysis for Hyperspectral Image Classification. - Xiong Zhou; Saurabh Prasad (IEEE Geosci. Remote. Sens. Lett., 2017)

Convolutional Recurrent Neural Networks forHyperspectral Data Classification. - Hao Wu 037; Saurabh Prasad (Remote. Sens., 2017)

Superpixel-Based Active Learning and Online Feature Importance Learning for Hyperspectral Image Analysis. - Jielian Guo; Xiong Zhou; Jun Li 009; Antonio Plaza; Saurabh Prasad (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Domain Adaptation for Robust Classification of Disparate Hyperspectral Images. - Xiong Zhou; Saurabh Prasad (IEEE Trans. Computational Imaging, 2017)

Morphologically Decoupled Structured Sparsity for Rotation-Invariant Hyperspectral Image Analysis. - Saurabh Prasad; Demetrio Labate; Minshan Cui; Yuhang Zhang 003 (IEEE Trans. Geosci. Remote. Sens., 2017)

Graph Convolutional Neural Networks for Hyperspectral Data Classification. - Farideh Foroozandeh Shahraki; Saurabh Prasad (GlobalSIP, 2018)

Joint Euclidean and Angular Distance-Based Embeddings for Multisource Image Analysis. - Lifeng Yan; Minshan Cui; Saurabh Prasad (IEEE Geosci. Remote. Sens. Lett., 2018)

Semi-supervised dimensionality reduction of hyperspectral imagery using pseudo-labels. - Hao Wu 037; Saurabh Prasad (Pattern Recognit., 2018)

Spatially Constrained Semisupervised Local Angular Discriminant Analysis for Hyperspectral Images. - Souvick Mukherjee; Minshan Cui; Saurabh Prasad (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Foreword to the Special Issue on Hyperspectral Remote Sensing and Imaging Spectroscopy. - Saurabh Prasad; Wenzi Liao; Mingyi He; Jocelyn Chanussot (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Deep Feature Alignment Neural Networks for Domain Adaptation of Hyperspectral Data. - Xiong Zhou; Saurabh Prasad (IEEE Trans. Geosci. Remote. Sens., 2018)

Semi-Supervised Deep Learning Using Pseudo Labels for Hyperspectral Image Classification. - Hao Wu 037; Saurabh Prasad (IEEE Trans. Image Process., 2018)

Advanced Multi-Sensor Optical Remote Sensing for Urban Land Use and Land Cover Classification: Outcome of the 2018 IEEE GRSS Data Fusion Contest. - Yonghao Xu; Bo Du 001; Liangpei Zhang 001; Daniele Cerra; Miguel Pato; Emiliano Carmona; Saurabh Prasad; Naoto Yokoya; Ronny Hänsch; Bertrand Le Saux (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Joint Spatial and Graph Convolutional Neural Networks - A Hybrid Model for Spatial-Spectral Geospatial Image Analysis. - Farideh Foroozandeh Shahraki; Saurabh Prasad (IGARSS, 2020)

Advances in Deep Learning for Hyperspectral Image Analysis-Addressing Challenges Arising in Practical Imaging Scenarios. - Xiong Zhou; Saurabh Prasad (CoRR, 2020)

A spatial-spectral semisupervised deep learning framework using siamese networks and angular loss. - Souvick Mukherjee; Saurabh Prasad (Comput. Vis. Image Underst., 2020)

Data Standardization and Scaling Technique for the Implementation of Human Bond Communication. - Saurabh Prasad; Ramjee Prasad (Wirel. Pers. Commun., 2020)

Child Temperature Monitoring System. - Saurabh Prasad; Ramjee Prasad (Wirel. Pers. Commun., 2020)

2018 IEEE GRSS Data Fusion Challenge - Fusion of Multispectral LiDAR and Hyperspectral Data. - Saurabh Prasad; Bertrand Le Saux; Naoto Yokoya; Ronny Hänsch (IEEE DataPort, 2020)

A Multiscale Deep Learning Approach for High-Resolution Hyperspectral Image Classification. - Kazem Safari; Saurabh Prasad; Demetrio Labate (IEEE Geosci. Remote. Sens. Lett., 2021)

A Novel Standard Strip and Scaling Technique for Transferring Taste. - Saurabh Prasad; Ramjee Prasad (Wirel. Pers. Commun., 2021)

Adversarial Learning Based Discriminative Domain Adaptation for Geospatial Image Analysis. - Nikhil Makkar; Hsiuhan Lexie Yang; Saurabh Prasad (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

CNN-Mixer Hierarchical Spectral Transformer for Hyperspectral Image Classification. - Wei Li 032; Saurabh Prasad; Melba M. Crawford (IGARSS, 2023)

Adversarial Discriminative Knowledge Transfer with a Multi-Class Discriminator for Robust Geoai. - Anan Yaghmour; Saurabh Prasad; Melba M. Crawford (IGARSS, 2023)

Attacks as Defenses: Designing Robust Audio CAPTCHAs Using Attacks on Automatic Speech Recognition Systems. - Hadi Abdullah; Aditya Karlekar; Saurabh Prasad; Muhammad Sajidur Rahman; Logan Blue; Luke A. Bauer; Vincent Bindschaedler; Patrick Traynor (NDSS, 2023)

Anomaly Detection in Satellite Videos using Diffusion Models. - Akash Awasthi; Son Ly; Jaer Nizam; Samira Zare; Videet Mehta; Safwan Ahmed; Keshav Shah; Ramakrishna Nemani; Saurabh Prasad; Hien Van Nguyen (CoRR, 2023)

Anomaly Detection in Satellite Videos Using Diffusion Models. - Akash Awasthi; Son T. Ly; Jaer Nizam; Videet Mehta; Safwan Ahmad; Ramakrishna Nemani; Saurabh Prasad; Hien Van Nguyen (MMSP, 2024)

Attention Guided Semisupervised Generative Transfer Learning for Hyperspectral Image Analysis. - Anan Yaghmour; Saurabh Prasad; Melba M. Crawford (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Investigation of Hierarchical Spectral Vision Transformer Architecture for Classification of Hyperspectral Imagery. - Wei Liu 110; Saurabh Prasad; Melba M. Crawford (IEEE Trans. Geosci. Remote. Sens., 2024)

Visual Prompting Based Incremental Learning for Semantic Segmentation of Multiplex Immuno-Flourescence Microscopy Imagery. - Ryan Faulkenberry; Saurabh Prasad; Dragan Maric; Badrinath Roysam (Neuroinformatics, 2024)

A Sensor Agnostic Domain Generalization Framework for Leveraging Geospatial Foundation Models: Enhancing Semantic Segmentation via Synergistic Pseudo-Labeling and Generative Learning. - Anan Yaghmour; Melba M. Crawford; Saurabh Prasad (CVPR Workshops, 2025)

Layer Optimized Spatial Spectral Masked Autoencoder for Semantic Segmentation of Hyperspectral Imagery. - Aaron Perez; Saurabh Prasad (WACV (Workshops), 2025)

Foundation Models and Adaptive Feature Selection: A Synergistic Approach to Video Question Answering. - Sai Bhargav Rongali; Mohamad Hassan N C; Ankit Jha; Neha Bhargava; Saurabh Prasad; Biplab Banerjee (WACV, 2025)

A Sensor Agnostic Domain Generalization Framework for Leveraging Geospatial Foundation Models: Enhancing Semantic Segmentation viaSynergistic Pseudo-Labeling and Generative Learning. - Anan Yaghmour; Melba M. Crawford; Saurabh Prasad (CoRR, 2025)