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2020 – today
- 2024
[j59]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): 147-162 (2024)- [j58]Anan Yaghmour
, Saurabh Prasad, Melba M. Crawford:
Attention Guided Semisupervised Generative Transfer Learning for Hyperspectral Image Analysis. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 19884-19899 (2024) - [j57]Wei Liu, Saurabh Prasad, Melba M. Crawford:
Investigation of Hierarchical Spectral Vision Transformer Architecture for Classification of Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 62: 1-19 (2024) - [c62]Akash Awasthi, Son T. Ly, Jaer Nizam, Videet Mehta, Safwan Ahmad, Ramakrishna Nemani, Saurabh Prasad, Hien Van Nguyen:
Anomaly Detection in Satellite Videos Using Diffusion Models. MMSP 2024: 1-6 - [i9]Wei Liu, Saurabh Prasad, Melba M. Crawford:
Investigation of Hierarchical Spectral Vision Transformer Architecture for Classification of Hyperspectral Imagery. CoRR abs/2409.09244 (2024) - 2023
- [c61]Anan Yaghmour, Saurabh Prasad, Melba M. Crawford:
Adversarial Discriminative Knowledge Transfer with a Multi-Class Discriminator for Robust Geoai. IGARSS 2023: 4883-4886 - [c60]Wei Li, Saurabh Prasad, Melba M. Crawford:
CNN-Mixer Hierarchical Spectral Transformer for Hyperspectral Image Classification. IGARSS 2023: 5946-5949 - [c59]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 - [i8]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 abs/2306.05376 (2023) - 2022
- [j56]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: 150-162 (2022) - [i7]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 abs/2203.05408 (2022) - 2021
- [j55]Kazem Safari, Saurabh Prasad, Demetrio Labate:
A Multiscale Deep Learning Approach for High-Resolution Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 18(1): 167-171 (2021) - [j54]Saurabh Prasad, Ramjee Prasad:
A Novel Standard Strip and Scaling Technique for Transferring Taste. Wirel. Pers. Commun. 118(2): 1331-1341 (2021) - 2020
- [j53]Souvick Mukherjee, Saurabh Prasad:
A spatial-spectral semisupervised deep learning framework using siamese networks and angular loss. Comput. Vis. Image Underst. 194: 102943 (2020) - [j52]Saurabh Prasad, Ramjee Prasad:
Data Standardization and Scaling Technique for the Implementation of Human Bond Communication. Wirel. Pers. Commun. 110(2): 959-972 (2020) - [j51]Saurabh Prasad, Ramjee Prasad:
Child Temperature Monitoring System. Wirel. Pers. Commun. 115(1): 711-723 (2020) - [c58]Farideh Foroozandeh Shahraki, Saurabh Prasad:
Joint Spatial and Graph Convolutional Neural Networks - A Hybrid Model for Spatial-Spectral Geospatial Image Analysis. IGARSS 2020: 4003-4006 - [d1]Saurabh Prasad, Bertrand Le Saux, Naoto Yokoya, Ronny Hänsch:
2018 IEEE GRSS Data Fusion Challenge - Fusion of Multispectral LiDAR and Hyperspectral Data. IEEE DataPort, 2020
- [i6]Xiong Zhou, Saurabh Prasad:
Advances in Deep Learning for Hyperspectral Image Analysis-Addressing Challenges Arising in Practical Imaging Scenarios. CoRR abs/2007.08592 (2020)
2010 – 2019
- 2019
- [j50]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): 1709-1724 (2019) - 2018
- [j49]Lifeng Yan, Minshan Cui, Saurabh Prasad:
Joint Euclidean and Angular Distance-Based Embeddings for Multisource Image Analysis. IEEE Geosci. Remote. Sens. Lett. 15(7): 1110-1114 (2018) - [j48]Hao Wu, Saurabh Prasad:
Semi-supervised dimensionality reduction of hyperspectral imagery using pseudo-labels. Pattern Recognit. 74: 212-224 (2018) - [j47]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): 1019-1021 (2018) - [j46]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): 1203-1212 (2018) - [j45]Xiong Zhou, Saurabh Prasad:
Deep Feature Alignment Neural Networks for Domain Adaptation of Hyperspectral Data. IEEE Trans. Geosci. Remote. Sens. 56(10): 5863-5872 (2018) - [j44]Hao Wu, Saurabh Prasad:
Semi-Supervised Deep Learning Using Pseudo Labels for Hyperspectral Image Classification. IEEE Trans. Image Process. 27(3): 1259-1270 (2018) - [c57]Farideh Foroozandeh Shahraki, Saurabh Prasad:
Graph Convolutional Neural Networks for Hyperspectral Data Classification. GlobalSIP 2018: 968-972 - 2017
- [j43]Xiong Zhou, Saurabh Prasad:
Active and Semisupervised Learning With Morphological Component Analysis for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 14(8): 1348-1352 (2017) - [j42]Hao Wu, Saurabh Prasad:
Convolutional Recurrent Neural Networks forHyperspectral Data Classification. Remote. Sens. 9(3): 298 (2017) - [j41]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): 347-359 (2017) - [j40]Xiong Zhou, Saurabh Prasad:
Domain Adaptation for Robust Classification of Disparate Hyperspectral Images. IEEE Trans. Computational Imaging 3(4): 822-836 (2017) - [j39]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): 4355-4366 (2017) - [c56]Saurabh Prasad, Demetrio Labate, Minshan Cui, Yuhang Zhang:
Rotation invariance through structured sparsity for robust hyperspectral image classification. ICASSP 2017: 6205-6209 - [c55]Xiong Zhou, Saurabh Prasad:
Transformation learning based domain adaptation for robust classification of disparate hyperspectral data. IGARSS 2017: 3640-3643 - 2016
- [j38]Minshan Cui, Saurabh Prasad:
Sparse representation-based classification: Orthogonal least squares or orthogonal matching pursuit? Pattern Recognit. Lett. 84: 120-126 (2016) - [j37]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): 4047-4059 (2016) - [j36]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): 4203-4214 (2016) - [j35]Yuhang Zhang, Saurabh Prasad:
Multisource Geospatial Data Fusion via Local Joint Sparse Representation. IEEE Trans. Geosci. Remote. Sens. 54(6): 3265-3276 (2016) - [j34]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): 4882-4895 (2016) - [c54]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: 1-5 - [c53]Saurabh Prasad, Tanu Priya, Minshan Cui, Shishir Shah:
Person re-identification with hyperspectral multi-camera systems #x2014; A pilot study. WHISPERS 2016: 1-4 - [c52]Xiong Zhou, Anna R. Armitage, Saurabh Prasad:
Mapping mangrove communities in coastal wetlands using airborne hyperspectral data. WHISPERS 2016: 1-5 - [i5]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 abs/1607.03380 (2016) - [i4]Minshan Cui, Saurabh Prasad:
Spatial Context based Angular Information Preserving Projection for Hyperspectral Image Classification. CoRR abs/1607.04593 (2016) - [i3]Saurabh Prasad, Tanu Priya, Minshan Cui, Shishir Shah:
Person Re-identification with Hyperspectral Multi-Camera Systems - A Pilot Study. CoRR abs/1607.04609 (2016) - [i2]Saurabh Prasad, Minshan Cui, Lifeng Yan:
Composite Kernel Local Angular Discriminant Analysis for Multi-Sensor Geospatial Image Analysis. CoRR abs/1607.04939 (2016) - [i1]Minshan Cui, Saurabh Prasad:
Sparse Representation-Based Classification: Orthogonal Least Squares or Orthogonal Matching Pursuit? CoRR abs/1607.04942 (2016) - 2015
- [j33]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): 961-963 (2015) - [j32]Minshan Cui, Saurabh Prasad:
Angular Discriminant Analysis for Hyperspectral Image Classification. IEEE J. Sel. Top. Signal Process. 9(6): 1003-1015 (2015) - [j31]Tanu Priya, Saurabh Prasad, Hao Wu:
Superpixels for Spatially Reinforced Bayesian Classification of Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 12(5): 1071-1075 (2015) - [j30]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): 1585-1601 (2015) - [j29]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): 845-858 (2015) - [j28]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): 1385-1392 (2015) - [j27]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): 2971-2983 (2015) - [j26]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): 3791-3801 (2015) - [j25]Minshan Cui, Saurabh Prasad:
Class-Dependent Sparse Representation Classifier for Robust Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 53(5): 2683-2695 (2015) - [c51]Vineetha Menon, Saurabh Prasad, James E. Fowler:
Hyperspectral classification using a composite kernel driven by nearest-neighbor spatial features. ICIP 2015: 2100-2104 - 2014
- [j24]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): 138-142 (2014) - [j23]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): 153-157 (2014) - [j22]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): 173-177 (2014) - [j21]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): 55-66 (2014) - [j20]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): 491-502 (2014) - [j19]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): 1047-1059 (2014) - [j18]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): 2405-2418 (2014) - [j17]Wei Li, Eric W. Tramel, Saurabh Prasad, James E. Fowler:
Nearest Regularized Subspace for Hyperspectral Classification. IEEE Trans. Geosci. Remote. Sens. 52(1): 477-489 (2014) - [j16]Wei Li, Saurabh Prasad, James E. Fowler:
Decision Fusion in Kernel-Induced Spaces for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 52(6): 3399-3411 (2014) - [c50]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: 162-165 - [c49]Mauro Dalla Mura, Saurabh Prasad, Fabio Pacifici, Paolo Gamba, Jocelyn Chanussot:
Challenges and opportunities of multimodality and Data Fusion in Remote Sensing. EUSIPCO 2014: 106-110 - [c48]Jason Holloway, Tanu Priya, Ashok Veeraraghavan, Saurabh Prasad:
Image classification in natural scenes: Are a few selective spectral channels sufficient? ICIP 2014: 655-659 - [c47]Hao Wu, Saurabh Prasad, Tanu Priya:
Detecting new classes via infinite warped mixture models for hyperspectral image analysis. ICIP 2014: 5027-5031 - [c46]Saurabh Prasad, Hao Wu, James E. Fowler:
Compressive data fusion for multi-sensor image analysis. ICIP 2014: 5032-5036 - [c45]Xiong Zhou, Saurabh Prasad, Melba M. Crawford:
Wavelet domain active learning for robust classification of full-waveform LiDAR data. IGARSS 2014: 3566-3569 - [c44]Yuhang Zhang, Hsiuhan Lexie Yang, Dalton D. Lunga, Saurabh Prasad, Melba M. Crawford:
Spatial context driven manifold learning for hyperspectral image classification. WHISPERS 2014: 1-4 - [c43]Xiong Zhou, Saurabh Prasad, Melba M. Crawford:
Wavelet domain multi-view active learning for hyperspectral image analysis. WHISPERS 2014: 1-4 - 2013
- [j15]Partha Sarathi Bishnu, Saurabh Prasad, Vandana Bhattacherjee:
Volume-based clustering for arbitrary shaped clusters. Int. J. Comput. Vis. Robotics 3(3): 167-181 (2013) - [j14]Wei Li, Saurabh Prasad, James E. Fowler:
Noise-Adjusted Subspace Discriminant Analysis for Hyperspectral Imagery Classification. IEEE Geosci. Remote. Sens. Lett. 10(6): 1374-1378 (2013) - [j13]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): 1379-1383 (2013) - [j12]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): 792-800 (2013) - [j11]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): 1688-1697 (2013) - [j10]Wei Li, Saurabh Prasad, James E. Fowler:
Classification and Reconstruction From Random Projections for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 51(2): 833-843 (2013) - [c42]Saurabh Prasad, Minshan Cui:
Sparse representations for classification of high dimensional multi-sensor geospatial data. ACSSC 2013: 811-815 - [c41]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: 5606-5609 - [c40]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: 6341-6344 - [c39]Minshan Cui, Saurabh Prasad:
Multiscale sparse representation classification for robust hyperspectral image analysis. GlobalSIP 2013: 969-972 - [c38]Hao Wu, Saurabh Prasad:
Infinite Gaussian mixture models for robust decision fusion of hyperspectral imagery and full waveform LiDAR data. GlobalSIP 2013: 1025-1028 - [c37]Minshan Cui, Saurabh Prasad:
Sparsity promoting dimensionality reduction for classification of high dimensional hyperspectral images. ICASSP 2013: 2154-2158 - [c36]Hao Wu, Saurabh Prasad, Minshan Cui, Nam Tuan Nguyen, Zhu Han:
Hyperspectral image classification based on Dirichlet Process mixture models. IGARSS 2013: 1043-1046 - [c35]Hsiuhan Lexie Yang, Yuhang Zhang, Saurabh Prasad, Melba M. Crawford:
Multiple kernel active learning for robust geo-spatial image analysis. IGARSS 2013: 1218-1221 - [c34]Hongzhou Wang, Craig L. Glennie, Saurabh Prasad:
Voxelization of full waveform LiDAR data for fusion with Hyperspectral Imagery. IGARSS 2013: 3407-3410 - [c33]Minshan Cui, Saurabh Prasad:
Region growing based joint sparsity model for hyperspectral image analysis. WHISPERS 2013: 1-4 - [c32]Hao Wu, Saurabh Prasad, Minshan Cui:
Robust sub-pixel hyperspectral classification via locality preserving feature extraction and a dirichlet process mixture model. WHISPERS 2013: 1-4 - 2012
- [j9]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): 970-976 (2012) - [j8]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): 1185-1198 (2012) - [j7]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): 3474-3486 (2012) - [c31]Wei Li, Saurabh Prasad, James E. Fowler, Minshan Cui:
Locality-preserving nonnegative matrix factorization for hyperspectral image classification. IGARSS 2012: 1405-1408 - [c30]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: 1805-1808 - [c29]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: 4134-4137 - [c28]Minshan Cui, Saurabh Prasad, Lori M. Bruce, Ramesh L. Shrestha:
Robust spatial-spectral hyperspectral image classification for vegetation stress detection. IGARSS 2012: 5486-5489 - [c27]Wei Li, Saurabh Prasad, James E. Fowler, Qian Du:
Noise-adjusted subspace linear discriminant analysis for hyperspectral-image classification. WHISPERS 2012: 1-4 - [c26]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: 1-4 - 2011
- [j6]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): 894-898 (2011) - [c25]James V. Aanstoos, Khaled Hasan, Charles G. O'Hara, Saurabh Prasad, Lalitha Dabbiru, Majid Mahrooghy, Balakrishna Gokaraju, Rodrigo Nóbrega:
Earthen levee monitoring with Synthetic Aperture Radar. AIPR 2011: 1-6 - [c24]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: 1-5 - [c23]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: 2373-2376 - [c22]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: 2523-2526 - [c21]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: 3915-3918 - [c20]Matthew A. Lee, Lori Mann Bruce, Saurabh Prasad:
Concurrent spatial-spectral band grouping: Providing a spatial context for spectral dimensionality reduction. WHISPERS 2011: 1-4 - [c19]Wei Li, Saurabh Prasad, James E. Fowler, Lori M. Bruce:
A multi-modal pattern classification framework for hyperspectral image analysis. WHISPERS 2011: 1-4 - [c18]Wei Li, Saurabh Prasad, James E. Fowler, Lori M. Bruce:
Class dependent compressive-projection principal component analysis for hyperspectral image reconstruction. WHISPERS 2011: 1-4 - 2010
- [j5]Hemanth Kalluri, Saurabh Prasad, Lori M. Bruce:
Decision-Level Fusion of Spectral Reflectance and Derivative Information for Robust Hyperspectral Land Cover Classification. IEEE Trans. Geosci. Remote. Sens. 48(11): 4047-4058 (2010) - [c17]James V. Aanstoos, Khaled Hasan, Charles G. O'Hara, Saurabh Prasad, Lalitha Dabbiru, Majid Mahrooghy, Rodrigo Nóbrega, Matthew A. Lee, Bijay Shrestha:
Use of remote sensing to screen earthen levees. AIPR 2010: 1-6 - [c16]Saurabh Prasad, Hemanth Kalluri, Lori M. Bruce, Sathishkumar Samiappan:
Data dependent adaptation for improved classification of hyperspectral imagery. IGARSS 2010: 68-71 - [c15]Sathishkumar Samiappan, Saurabh Prasad, Lori M. Bruce, Wilfredo Robles:
NASA's upcoming HyspIRI mission - precision vegetation mapping with limited ground truth. IGARSS 2010: 3744-3747
2000 – 2009
- 2009
- [j4]Saurabh Prasad, Lori Mann Bruce:
Information Fusion in Kernel-Induced Spaces for Robust Subpixel Hyperspectral ATR. IEEE Geosci. Remote. Sens. Lett. 6(3): 572-576 (2009) - [j3]Giorgio Licciardi, Fabio Pacifici, Devis Tuia, Saurabh Prasad, Terrance West, Ferdinando Giacco, Christian Thiel, Jordi Inglada, Emmanuel Christophe, Jocelyn Chanussot, Paolo Gamba:
Decision Fusion for the Classification of Hyperspectral Data: Outcome of the 2008 GRS-S Data Fusion Contest. IEEE Trans. Geosci. Remote. Sens. 47(11): 3857-3865 (2009) - [c14]Saurabh Prasad, Lori M. Bruce, Hemanth Kalluri:
Data Exploitation of HyspIRI Observations for Precision Vegetation Mapping. IGARSS (4) 2009: 785-788 - [c13]Terrance West, Lori M. Bruce, Saurabh Prasad, Daniel Reynolds:
Utilization of Local and Global Hyperspectral Features via Wavelet Packets and Multiclassifiers for Robust Target Recognition. IGARSS (3) 2009: 825-828 - [c12]Terrance West, Lori M. Bruce, Saurabh Prasad, Daniel Reynolds, Trent Irby:
Rapid Detection of Agricultural Food Crop Contamination via Hyperspectral Remote Sensing. IGARSS (4) 2009: 889-892 - [c11]Hemanth Kalluri, Saurabh Prasad, Lori M. Bruce:
Fusion of spectral reflectance and derivative information for robust hyperspectral land cover classification. WHISPERS 2009: 1-4 - [c10]Matthew A. Lee, Saurabh Prasad, Lori Mann Bruce, Terrance R. West, Daniel Reynolds, Trent Irby, Hemanth Kalluri:
Sensitivity of hyperspectral classification algorithms to training sample size. WHISPERS 2009: 1-4 - 2008
- [j2]Saurabh Prasad, Lori Mann Bruce:
Limitations of Principal Components Analysis for Hyperspectral Target Recognition. IEEE Geosci. Remote. Sens. Lett. 5(4): 625-629 (2008) - [j1]Saurabh Prasad, Lori M. Bruce:
Decision Fusion With Confidence-Based Weight Assignment for Hyperspectral Target Recognition. IEEE Trans. Geosci. Remote. Sens. 46(5): 1448-1456 (2008) - [c9]Saurabh Prasad, Lori M. Bruce:
Multiple Kernel Discriminant Analysis and Decision Fusion for Robust Sub-Pixel Hyperspectral Target Recognition. IGARSS (2) 2008: 45-48 - [c8]Saurabh Prasad, Lori M. Bruce, Hemanth Kalluri:
A Robust Multi-Classifier Decision Fusion Framework for Hyperspectral, Multi-Temporal Classification. IGARSS (2) 2008: 273-276 - [c7]Saurabh Prasad, Lori M. Bruce:
Overcoming the Small Sample Size Problem in Hyperspectral Classification and Detection Tasks. IGARSS (5) 2008: 381-384 - [c6]Terrance West, Saurabh Prasad, Lori M. Bruce:
Wavelet Packet Tree Pruning Metrics for Hyperspectral Feature Extraction. IGARSS (2) 2008: 946-949 - 2007
- [c5]Saurabh Prasad, Lori Mann Bruce:
Limitations of subspace LDA in hyperspectral target recognition applications. IGARSS 2007: 4049-4052 - [c4]John E. Ball, Terrance West, Saurabh Prasad, Lori Mann Bruce:
Level set hyperspectral image segmentation using spectral information divergence-based best band selection. IGARSS 2007: 4053-4056 - [c3]Saurabh Prasad, Lori Mann Bruce:
Hyperspectral feature space partitioning via mutual information for data fusion. IGARSS 2007: 4846-4849 - [c2]Terrance West, Saurabh Prasad, Lori Mann Bruce:
Multiclassifiers and decision fusion in the wavelet domain for exploitation of hyperspectral data. IGARSS 2007: 4850-4853 - 2005
- [c1]Saurabh Prasad, Stephen A. Zahorian:
Nonlinear and linear transformations of speech features to compensate for channel and noise effects. INTERSPEECH 2005: 969-972
Coauthor Index
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