Saurabh Prasad

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 42

Top Venues

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

CoRR

IEEE Geosci. Remote. Sens. Lett.

IEEE Trans. Geosci. Remote. Sens.

Publications

Ryan Faulkenberry, Saurabh Prasad, Dragan Maric, Badrinath Roysam
Visual Prompting Based Incremental Learning for Semantic Segmentation of Multiplex Immuno-Flourescence Microscopy Imagery. Neuroinformatics 22 (2) (2024)
Hadi Abdullah, Aditya Karlekar, Saurabh Prasad, Muhammad Sajidur Rahman, Logan Blue, Luke A. Bauer, Vincent Bindschaedler, Patrick Traynor
Attacks as Defenses: Designing Robust Audio CAPTCHAs Using Attacks on Automatic Speech Recognition Systems. NDSS (2023)
Anan Yaghmour, Saurabh Prasad, Melba M. Crawford
Adversarial Discriminative Knowledge Transfer with a Multi-Class Discriminator for Robust Geoai. IGARSS (2023)
Wei Li, Saurabh Prasad, Melba M. Crawford
CNN-Mixer Hierarchical Spectral Transformer for Hyperspectral Image Classification. IGARSS (2023)
Akash Awasthi, Son Ly, Jaer Nizam, Samira Zare, Videet Mehta, Safwan Ahmed, Keshav Shah, Ramakrishna Nemani, Saurabh Prasad, Hien Van Nguyen
Anomaly Detection in Satellite Videos using Diffusion Models. CoRR (2023)
Nikhil Makkar, Hsiuhan Lexie Yang, Saurabh Prasad
Adversarial Learning Based Discriminative Domain Adaptation for Geospatial Image Analysis. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Hadi Abdullah, Aditya Karlekar, Saurabh Prasad, Muhammad Sajidur Rahman, Logan Blue, Luke A. Bauer, Vincent Bindschaedler, Patrick Traynor
Attacks as Defenses: Designing Robust Audio CAPTCHAs Using Attacks on Automatic Speech Recognition Systems. CoRR (2022)
Kazem Safari, Saurabh Prasad, Demetrio Labate
A Multiscale Deep Learning Approach for High-Resolution Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 18 (1) (2021)
Saurabh Prasad, Ramjee Prasad
A Novel Standard Strip and Scaling Technique for Transferring Taste. Wirel. Pers. Commun. 118 (2) (2021)
Farideh Foroozandeh Shahraki, Saurabh Prasad
Joint Spatial and Graph Convolutional Neural Networks - A Hybrid Model for Spatial-Spectral Geospatial Image Analysis. IGARSS (2020)
Saurabh Prasad, Ramjee Prasad
Data Standardization and Scaling Technique for the Implementation of Human Bond Communication. Wirel. Pers. Commun. 110 (2) (2020)
Xiong Zhou, Saurabh Prasad
Advances in Deep Learning for Hyperspectral Image Analysis-Addressing Challenges Arising in Practical Imaging Scenarios. CoRR (2020)
Souvick Mukherjee, Saurabh Prasad
A spatial-spectral semisupervised deep learning framework using siamese networks and angular loss. Comput. Vis. Image Underst. 194 (2020)
Saurabh Prasad, Ramjee Prasad
Child Temperature Monitoring System. Wirel. Pers. Commun. 115 (1) (2020)
Yonghao Xu, Bo Du, Liangpei Zhang, Daniele Cerra, Miguel Pato, Emiliano Carmona, Saurabh Prasad, Naoto Yokoya, Ronny Hänsch, Bertrand Le Saux
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. 12 (6) (2019)
Hao Wu, Saurabh Prasad
Semi-Supervised Deep Learning Using Pseudo Labels for Hyperspectral Image Classification. IEEE Trans. Image Process. 27 (3) (2018)
Saurabh Prasad, Wenzi Liao, Mingyi He, Jocelyn Chanussot
Foreword to the Special Issue on Hyperspectral Remote Sensing and Imaging Spectroscopy. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (4) (2018)
Lifeng Yan, Minshan Cui, Saurabh Prasad
Joint Euclidean and Angular Distance-Based Embeddings for Multisource Image Analysis. IEEE Geosci. Remote. Sens. Lett. 15 (7) (2018)
Farideh Foroozandeh Shahraki, Saurabh Prasad
Graph Convolutional Neural Networks for Hyperspectral Data Classification. GlobalSIP (2018)
Souvick Mukherjee, Minshan Cui, Saurabh Prasad
Spatially Constrained Semisupervised Local Angular Discriminant Analysis for Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (4) (2018)
Hao Wu, Saurabh Prasad
Semi-supervised dimensionality reduction of hyperspectral imagery using pseudo-labels. Pattern Recognit. 74 (2018)
Xiong Zhou, Saurabh Prasad
Deep Feature Alignment Neural Networks for Domain Adaptation of Hyperspectral Data. IEEE Trans. Geosci. Remote. Sens. 56 (10) (2018)
Saurabh Prasad, Demetrio Labate, Minshan Cui, Yuhang Zhang
Rotation invariance through structured sparsity for robust hyperspectral image classification. ICASSP (2017)
Xiong Zhou, Saurabh Prasad
Active and Semisupervised Learning With Morphological Component Analysis for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 14 (8) (2017)
Xiong Zhou, Saurabh Prasad
Transformation learning based domain adaptation for robust classification of disparate hyperspectral data. IGARSS (2017)
Xiong Zhou, Saurabh Prasad
Domain Adaptation for Robust Classification of Disparate Hyperspectral Images. IEEE Trans. Computational Imaging 3 (4) (2017)
Jielian Guo, Xiong Zhou, Jun Li, Antonio Plaza, Saurabh Prasad
Superpixel-Based Active Learning and Online Feature Importance Learning for Hyperspectral Image Analysis. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (1) (2017)
Saurabh Prasad, Demetrio Labate, Minshan Cui, Yuhang Zhang
Morphologically Decoupled Structured Sparsity for Rotation-Invariant Hyperspectral Image Analysis. IEEE Trans. Geosci. Remote. Sens. 55 (8) (2017)
Hao Wu, Saurabh Prasad
Convolutional Recurrent Neural Networks forHyperspectral Data Classification. Remote. Sens. 9 (3) (2017)
Saurabh Prasad, Minshan Cui, Lifeng Yan
Composite Kernel Local Angular Discriminant Analysis for Multi-Sensor Geospatial Image Analysis. CoRR (2016)
Hao Wu, Saurabh Prasad
Dirichlet Process Based Active Learning and Discovery of Unknown Classes for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 54 (8) (2016)
Saurabh Prasad, Tanu Priya, Minshan Cui, Shishir Shah
Person re-identification with hyperspectral multi-camera systems #x2014; A pilot study. WHISPERS (2016)
Yangqing Li, Saurabh Prasad, Wei Chen, Changchuan Yin, Zhu Han
An approximate message passing approach for compressive hyperspectral imaging using a simultaneous low-rank and joint-sparsity prior. WHISPERS (2016)
Minshan Cui, Saurabh Prasad
Spectral-Angle-Based Discriminant Analysis of Hyperspectral Data for Robustness to Varying Illumination. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (9) (2016)
Minshan Cui, Saurabh Prasad
Sparse Representation-Based Classification: Orthogonal Least Squares or Orthogonal Matching Pursuit? CoRR (2016)
Xiong Zhou, Saurabh Prasad, Melba M. Crawford
Wavelet-Domain Multiview Active Learning for Spatial-Spectral Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (9) (2016)
Saurabh Prasad, Tanu Priya, Minshan Cui, Shishir Shah
Person Re-identification with Hyperspectral Multi-Camera Systems - A Pilot Study. CoRR (2016)
Minshan Cui, Saurabh Prasad
Spatial Context based Angular Information Preserving Projection for Hyperspectral Image Classification. CoRR (2016)
Yuhang Zhang, Saurabh Prasad
Multisource Geospatial Data Fusion via Local Joint Sparse Representation. IEEE Trans. Geosci. Remote. Sens. 54 (6) (2016)
Minshan Cui, Saurabh Prasad
Sparse representation-based classification: Orthogonal least squares or orthogonal matching pursuit? Pattern Recognit. Lett. 84 (2016)
Yangqing Li, Saurabh Prasad, Wei Chen, Changchuan Yin, Zhu Han
An approximate message passing approach for compressive hyperspectral imaging using a simultaneous low-rank and joint-sparsity prior. CoRR (2016)
Xiong Zhou, Anna R. Armitage, Saurabh Prasad
Mapping mangrove communities in coastal wetlands using airborne hyperspectral data. WHISPERS (2016)
Vineetha Menon, Saurabh Prasad, James E. Fowler
Hyperspectral classification using a composite kernel driven by nearest-neighbor spatial features. ICIP (2015)
Mahdi Khodadadzadeh, Jun Li, Saurabh Prasad, Antonio Plaza
Fusion of Hyperspectral and LiDAR Remote Sensing Data Using Multiple Feature Learning. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (6) (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)
Mauro Dalla Mura, Saurabh Prasad, Fabio Pacifici, Paolo Gamba, Jocelyn Chanussot, Jón Atli Benediktsson
Challenges and Opportunities of Multimodality and Data Fusion in Remote Sensing. Proc. IEEE 103 (9) (2015)
Saurabh Prasad, Jocelyn Chanussot, James E. Fowler, José M. Bioucas-Dias, Charles D. Creuserre
Introduction to the Issue on Advances in Hyperspectral Data Processing and Analysis. IEEE J. Sel. Top. Signal Process. 9 (6) (2015)
Yuhang Zhang, Saurabh Prasad
Locality Preserving Composite Kernel Feature Extraction for Multi-Source Geospatial Image Analysis. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (3) (2015)
Minshan Cui, Saurabh Prasad
Class-Dependent Sparse Representation Classifier for Robust Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 53 (5) (2015)
Tanu Priya, Saurabh Prasad, Hao Wu
Superpixels for Spatially Reinforced Bayesian Classification of Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 12 (5) (2015)
Yuhang Zhang, Hsiuhan Lexie Yang, Saurabh Prasad, Edoardo Pasolli, Jinha Jung, Melba M. Crawford
Ensemble Multiple Kernel Active Learning For Classification of Multisource Remote Sensing Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (2) (2015)
Minshan Cui, Saurabh Prasad
Angular Discriminant Analysis for Hyperspectral Image Classification. IEEE J. Sel. Top. Signal Process. 9 (6) (2015)
Wei Li, Eric W. Tramel, Saurabh Prasad, James E. Fowler
Nearest Regularized Subspace for Hyperspectral Classification. IEEE Trans. Geosci. Remote. Sens. 52 (1) (2014)
Xiong Zhou, Saurabh Prasad, Melba M. Crawford
Wavelet domain active learning for robust classification of full-waveform LiDAR data. IGARSS (2014)
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
Hyperspectral and LiDAR Data Fusion: Outcome of the 2013 GRSS Data Fusion Contest. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (6) (2014)
Jason Holloway, Tanu Priya, Ashok Veeraraghavan, Saurabh Prasad
Image classification in natural scenes: Are a few selective spectral channels sufficient? ICIP (2014)
Hao Wu, Saurabh Prasad, Tanu Priya
Detecting new classes via infinite warped mixture models for hyperspectral image analysis. ICIP (2014)
Yuhang Zhang, Hsiuhan Lexie Yang, Dalton D. Lunga, Saurabh Prasad, Melba M. Crawford
Spatial context driven manifold learning for hyperspectral image classification. WHISPERS (2014)
Jinha Jung, Edoardo Pasolli, Saurabh Prasad, James C. Tilton, Melba M. Crawford
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. 7 (2) (2014)
Xiong Zhou, Saurabh Prasad, Melba M. Crawford
Wavelet domain multi-view active learning for hyperspectral image analysis. WHISPERS (2014)
Mauro Dalla Mura, Saurabh Prasad, Fabio Pacifici, Paolo Gamba, Jocelyn Chanussot
Challenges and opportunities of multimodality and Data Fusion in Remote Sensing. EUSIPCO (2014)
Saurabh Prasad, Minshan Cui, Wei Li, James E. Fowler
Segmented Mixture-of-Gaussian Classification for Hyperspectral Image Analysis. IEEE Geosci. Remote. Sens. Lett. 11 (1) (2014)
Dalton D. Lunga, Saurabh Prasad, Melba M. Crawford, Okan K. Ersoy
Manifold-Learning-Based Feature Extraction for Classification of Hyperspectral Data: A Review of Advances in Manifold Learning. IEEE Signal Process. Mag. 31 (1) (2014)
Saurabh Prasad, Hao Wu, James E. Fowler
Compressive data fusion for multi-sensor image analysis. ICIP (2014)
Wei Li, Saurabh Prasad, James E. Fowler
Decision Fusion in Kernel-Induced Spaces for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 52 (6) (2014)
Chen Chen, Wei Li, Eric W. Tramel, Minshan Cui, Saurabh Prasad, James E. Fowler
Spectral-Spatial Preprocessing Using Multihypothesis Prediction for Noise-Robust Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (4) (2014)
Wei Li, Saurabh Prasad, James E. Fowler
Hyperspectral Image Classification Using Gaussian Mixture Models and Markov Random Fields. IEEE Geosci. Remote. Sens. Lett. 11 (1) (2014)
Zhen Ye, Saurabh Prasad, Wei Li, James E. Fowler, Mingyi He
Classification Based on 3-D DWT and Decision Fusion for Hyperspectral Image Analysis. IEEE Geosci. Remote. Sens. Lett. 11 (1) (2014)
Wei Li, Saurabh Prasad, Eric W. Tramel, James E. Fowler, Qian Du
Decision fusion for hyperspectral image classification based on minimum-distance classifiers in thewavelet domain. ChinaSIP (2014)
Wei Li, Saurabh Prasad, James E. Fowler
Noise-Adjusted Subspace Discriminant Analysis for Hyperspectral Imagery Classification. IEEE Geosci. Remote. Sens. Lett. 10 (6) (2013)
Hsiuhan Lexie Yang, Yuhang Zhang, Saurabh Prasad, Melba M. Crawford
Multiple kernel active learning for robust geo-spatial image analysis. IGARSS (2013)
Wei Li, Saurabh Prasad, James E. Fowler
Integration of Spectral-Spatial Information for Hyperspectral Image Reconstruction From Compressive Random Projections. IEEE Geosci. Remote. Sens. Lett. 10 (6) (2013)
Minshan Cui, Saurabh Prasad, Wei Li, Lori M. Bruce
Locality Preserving Genetic Algorithms for Spatial-Spectral Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6 (3) (2013)
Hongzhou Wang, Craig L. Glennie, Saurabh Prasad
Voxelization of full waveform LiDAR data for fusion with Hyperspectral Imagery. IGARSS (2013)
Atilla Kilicarslan, Saurabh Prasad, Robert G. Grossman, José L. Contreras-Vidal
High accuracy decoding of user intentions using EEG to control a lower-body exoskeleton. EMBC (2013)
Minshan Cui, Saurabh Prasad
Multiscale sparse representation classification for robust hyperspectral image analysis. GlobalSIP (2013)
Thomas C. Bulea, Saurabh Prasad, Atilla Kilicarslan, José L. Contreras-Vidal
Classification of stand-to-sit and sit-to-stand movement from low frequency EEG with locality preserving dimensionality reduction. EMBC (2013)
Hao Wu, Saurabh Prasad, Minshan Cui, Nam Tuan Nguyen, Zhu Han
Hyperspectral image classification based on Dirichlet Process mixture models. IGARSS (2013)
Minshan Cui, Saurabh Prasad
Region growing based joint sparsity model for hyperspectral image analysis. WHISPERS (2013)
Saurabh Prasad, Minshan Cui
Sparse representations for classification of high dimensional multi-sensor geospatial data. ACSSC (2013)
Minshan Cui, Saurabh Prasad
Sparsity promoting dimensionality reduction for classification of high dimensional hyperspectral images. ICASSP (2013)
Hao Wu, Saurabh Prasad, Minshan Cui
Robust sub-pixel hyperspectral classification via locality preserving feature extraction and a dirichlet process mixture model. WHISPERS (2013)
Hao Wu, Saurabh Prasad
Infinite Gaussian mixture models for robust decision fusion of hyperspectral imagery and full waveform LiDAR data. GlobalSIP (2013)
Wei Li, Saurabh Prasad, James E. Fowler
Classification and Reconstruction From Random Projections for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 51 (2) (2013)
Partha Sarathi Bishnu, Saurabh Prasad, Vandana Bhattacherjee
Volume-based clustering for arbitrary shaped clusters. Int. J. Comput. Vis. Robotics 3 (3) (2013)
Sathishkumar Samiappan, Saurabh Prasad, Lori M. Bruce
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. 6 (2-3) (2013)
Wei Li, Saurabh Prasad, James E. Fowler, Minshan Cui
Locality-preserving nonnegative matrix factorization for hyperspectral image classification. IGARSS (2012)
Minshan Cui, Saurabh Prasad, Majid Mahrooghy, James V. Aanstoos, Matthew A. Lee, Lori M. Bruce
Decision Fusion of Textural Features Derived From Polarimetric Data for Levee Assessment. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5 (3) (2012)
Wei Li, Saurabh Prasad, James E. Fowler, Lori Mann Bruce
Locality-Preserving Dimensionality Reduction and Classification for Hyperspectral Image Analysis. IEEE Trans. Geosci. Remote. Sens. 50 (4) (2012)
Zhen Ye, Saurabh Prasad, Wei Li, James E. Fowler, Mingyi He
Locality-preserving discriminant analysis and Gaussian mixture models for spectral-spatial classification of hyperspectral imagery. WHISPERS (2012)
Minshan Cui, Saurabh Prasad, Lori M. Bruce, Ramesh L. Shrestha
Robust spatial-spectral hyperspectral image classification for vegetation stress detection. IGARSS (2012)
Wei Li, Saurabh Prasad, Zhen Ye, James E. Fowler, Minshan Cui
Locality-preserving discriminant analysis for hyperspectral image classification using local spatial information. IGARSS (2012)
Matthew A. Lee, James V. Aanstoos, Lori Mann Bruce, Saurabh Prasad
Application of omni-directional texture analysis to SAR images for levee landslide detection. IGARSS (2012)
Saurabh Prasad, Wei Li, James E. Fowler, Lori M. Bruce
Information Fusion in the Redundant-Wavelet-Transform Domain for Noise-Robust Hyperspectral Classification. IEEE Trans. Geosci. Remote. Sens. 50 (9) (2012)
Wei Li, Saurabh Prasad, James E. Fowler, Qian Du
Noise-adjusted subspace linear discriminant analysis for hyperspectral-image classification. WHISPERS (2012)
Wei Li, Saurabh Prasad, James E. Fowler, Lori M. Bruce
A multi-modal pattern classification framework for hyperspectral image analysis. WHISPERS (2011)
Sathishkumar Samiappan, Saurabh Prasad, Lori M. Bruce
Automated hyperspectral imagery analysis via support vector machines based multi-classifier system with non-uniform random feature selection. IGARSS (2011)
Wei Li, Saurabh Prasad, James E. Fowler, Lori Mann Bruce
Locality-Preserving Discriminant Analysis in Kernel-Induced Feature Spaces for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 8 (5) (2011)
Minshan Cui, Saurabh Prasad, Majid Mahrooghy, Lori M. Bruce, James V. Aanstoos
Genetic algorithms and Linear Discriminant Analysis based dimensionality reduction for remotely sensed image analysis. IGARSS (2011)
Sathishkumar Samiappan, Saurabh Prasad, Lori M. Bruce, Eric A. Hansen
Branch and bound based feature elimination for support vector machine based classification of hyperspectral images. IGARSS (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Saurabh Prasad