Saurabh Prasad
Orcid: 0000-0003-3729-9360
According to our database1,
Saurabh Prasad
authored at least 124 papers
between 2005 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
On csauthors.net:
Bibliography
2024
Visual Prompting Based Incremental Learning for Semantic Segmentation of Multiplex Immuno-Flourescence Microscopy Imagery.
Neuroinformatics, April, 2024
2023
Attacks as Defenses: Designing Robust Audio CAPTCHAs Using Attacks on Automatic Speech Recognition Systems.
Proceedings of the 30th Annual Network and Distributed System Security Symposium, 2023
Adversarial Discriminative Knowledge Transfer with a Multi-Class Discriminator for Robust Geoai.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
2022
Adversarial Learning Based Discriminative Domain Adaptation for Geospatial Image Analysis.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
2021
Wirel. Pers. Commun., 2021
A Multiscale Deep Learning Approach for High-Resolution Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2021
2020
2018 IEEE GRSS Data Fusion Challenge - Fusion of Multispectral LiDAR and Hyperspectral Data.
Dataset, December, 2020
Data Standardization and Scaling Technique for the Implementation of Human Bond Communication.
Wirel. Pers. Commun., 2020
A spatial-spectral semisupervised deep learning framework using siamese networks and angular loss.
Comput. Vis. Image Underst., 2020
Advances in Deep Learning for Hyperspectral Image Analysis-Addressing Challenges Arising in Practical Imaging Scenarios.
CoRR, 2020
Joint Spatial and Graph Convolutional Neural Networks - A Hybrid Model for Spatial-Spectral Geospatial Image Analysis.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
2019
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., 2019
2018
Semi-Supervised Deep Learning Using Pseudo Labels for Hyperspectral Image Classification.
IEEE Trans. Image Process., 2018
IEEE Trans. Geosci. Remote. Sens., 2018
Foreword to the Special Issue on Hyperspectral Remote Sensing and Imaging Spectroscopy.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
Spatially Constrained Semisupervised Local Angular Discriminant Analysis for Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
Semi-supervised dimensionality reduction of hyperspectral imagery using pseudo-labels.
Pattern Recognit., 2018
Joint Euclidean and Angular Distance-Based Embeddings for Multisource Image Analysis.
IEEE Geosci. Remote. Sens. Lett., 2018
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018
2017
Morphologically Decoupled Structured Sparsity for Rotation-Invariant Hyperspectral Image Analysis.
IEEE Trans. Geosci. Remote. Sens., 2017
IEEE Trans. Computational Imaging, 2017
Superpixel-Based Active Learning and Online Feature Importance Learning for Hyperspectral Image Analysis.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Remote. Sens., 2017
Active and Semisupervised Learning With Morphological Component Analysis for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2017
Transformation learning based domain adaptation for robust classification of disparate hyperspectral data.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Rotation invariance through structured sparsity for robust hyperspectral image classification.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
2016
IEEE Trans. Geosci. Remote. Sens., 2016
Dirichlet Process Based Active Learning and Discovery of Unknown Classes for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2016
Wavelet-Domain Multiview Active Learning for Spatial-Spectral Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Spectral-Angle-Based Discriminant Analysis of Hyperspectral Data for Robustness to Varying Illumination.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Sparse representation-based classification: Orthogonal least squares or orthogonal matching pursuit?
Pattern Recognit. Lett., 2016
CoRR, 2016
Composite Kernel Local Angular Discriminant Analysis for Multi-Sensor Geospatial Image Analysis.
CoRR, 2016
Spatial Context based Angular Information Preserving Projection for Hyperspectral Image Classification.
CoRR, 2016
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
Person re-identification with hyperspectral multi-camera systems #x2014; A pilot study.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
An approximate message passing approach for compressive hyperspectral imaging using a simultaneous low-rank and joint-sparsity prior.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
2015
Class-Dependent Sparse Representation Classifier for Robust Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2015
A Machine Learning Framework for Detecting Landslides on Earthen Levees Using Spaceborne SAR Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Fusion of Hyperspectral and LiDAR Remote Sensing Data Using Multiple Feature Learning.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Ensemble Multiple Kernel Active Learning For Classification of Multisource Remote Sensing Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Locality Preserving Composite Kernel Feature Extraction for Multi-Source Geospatial Image Analysis.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Proc. IEEE, 2015
Superpixels for Spatially Reinforced Bayesian Classification of Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett., 2015
IEEE J. Sel. Top. Signal Process., 2015
IEEE J. Sel. Top. Signal Process., 2015
Hyperspectral classification using a composite kernel driven by nearest-neighbor spatial features.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
2014
IEEE Trans. Geosci. Remote. Sens., 2014
IEEE Trans. Geosci. Remote. Sens., 2014
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., 2014
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Spectral-Spatial Preprocessing Using Multihypothesis Prediction for Noise-Robust Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Manifold-Learning-Based Feature Extraction for Classification of Hyperspectral Data: A Review of Advances in Manifold Learning.
IEEE Signal Process. Mag., 2014
Classification Based on 3-D DWT and Decision Fusion for Hyperspectral Image Analysis.
IEEE Geosci. Remote. Sens. Lett., 2014
IEEE Geosci. Remote. Sens. Lett., 2014
Hyperspectral Image Classification Using Gaussian Mixture Models and Markov Random Fields.
IEEE Geosci. Remote. Sens. Lett., 2014
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
Wavelet domain active learning for robust classification of full-waveform LiDAR data.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Detecting new classes via infinite warped mixture models for hyperspectral image analysis.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Image classification in natural scenes: Are a few selective spectral channels sufficient?
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the 22nd European Signal Processing Conference, 2014
Decision fusion for hyperspectral image classification based on minimum-distance classifiers in thewavelet domain.
Proceedings of the IEEE China Summit & International Conference on Signal and Information Processing, 2014
2013
IEEE Trans. Geosci. Remote. Sens., 2013
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., 2013
Locality Preserving Genetic Algorithms for Spatial-Spectral Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013
Integration of Spectral-Spatial Information for Hyperspectral Image Reconstruction From Compressive Random Projections.
IEEE Geosci. Remote. Sens. Lett., 2013
Noise-Adjusted Subspace Discriminant Analysis for Hyperspectral Imagery Classification.
IEEE Geosci. Remote. Sens. Lett., 2013
Int. J. Comput. Vis. Robotics, 2013
Robust sub-pixel hyperspectral classification via locality preserving feature extraction and a dirichlet process mixture model.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Sparsity promoting dimensionality reduction for classification of high dimensional hyperspectral images.
Proceedings of the IEEE International Conference on Acoustics, 2013
Infinite Gaussian mixture models for robust decision fusion of hyperspectral imagery and full waveform LiDAR data.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013
Multiscale sparse representation classification for robust hyperspectral image analysis.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013
High accuracy decoding of user intentions using EEG to control a lower-body exoskeleton.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Classification of stand-to-sit and sit-to-stand movement from low frequency EEG with locality preserving dimensionality reduction.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Sparse representations for classification of high dimensional multi-sensor geospatial data.
Proceedings of the 2013 Asilomar Conference on Signals, 2013
2012
Information Fusion in the Redundant-Wavelet-Transform Domain for Noise-Robust Hyperspectral Classification.
IEEE Trans. Geosci. Remote. Sens., 2012
Locality-Preserving Dimensionality Reduction and Classification for Hyperspectral Image Analysis.
IEEE Trans. Geosci. Remote. Sens., 2012
Decision Fusion of Textural Features Derived From Polarimetric Data for Levee Assessment.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012
Locality-preserving discriminant analysis and Gaussian mixture models for spectral-spatial classification of hyperspectral imagery.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012
Noise-adjusted subspace linear discriminant analysis for hyperspectral-image classification.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012
Locality-preserving discriminant analysis for hyperspectral image classification using local spatial information.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Locality-preserving nonnegative matrix factorization for hyperspectral image classification.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Application of omni-directional texture analysis to SAR images for levee landslide detection.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Robust spatial-spectral hyperspectral image classification for vegetation stress detection.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
2011
Locality-Preserving Discriminant Analysis in Kernel-Induced Feature Spaces for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2011
Class dependent compressive-projection principal component analysis for hyperspectral image reconstruction.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011
Concurrent spatial-spectral band grouping: Providing a spatial context for spectral dimensionality reduction.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011
Branch and bound based feature elimination for support vector machine based classification of hyperspectral images.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Automated hyperspectral imagery analysis via support vector machines based multi-classifier system with non-uniform random feature selection.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Genetic algorithms and Linear Discriminant Analysis based dimensionality reduction for remotely sensed image analysis.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Effect of vegetation height and volume scattering on soil moisture classification using synthetic aperture radar (SAR) images.
Proceedings of the 2011 IEEE Applied Imagery Pattern Recognition Workshop: Imaging for Decision Making, 2011
Proceedings of the 2011 IEEE Applied Imagery Pattern Recognition Workshop: Imaging for Decision Making, 2011
2010
Decision-Level Fusion of Spectral Reflectance and Derivative Information for Robust Hyperspectral Land Cover Classification.
IEEE Trans. Geosci. Remote. Sens., 2010
NASA's upcoming HyspIRI mission - precision vegetation mapping with limited ground truth.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Proceedings of the 39th IEEE Applied Imagery Pattern Recognition Workshop, 2010
2009
Decision Fusion for the Classification of Hyperspectral Data: Outcome of the 2008 GRS-S Data Fusion Contest.
IEEE Trans. Geosci. Remote. Sens., 2009
IEEE Geosci. Remote. Sens. Lett., 2009
Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009
Fusion of spectral reflectance and derivative information for robust hyperspectral land cover classification.
Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009
Rapid Detection of Agricultural Food Crop Contamination via Hyperspectral Remote Sensing.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Utilization of Local and Global Hyperspectral Features via Wavelet Packets and Multiclassifiers for Robust Target Recognition.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
2008
Decision Fusion With Confidence-Based Weight Assignment for Hyperspectral Target Recognition.
IEEE Trans. Geosci. Remote. Sens., 2008
IEEE Geosci. Remote. Sens. Lett., 2008
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
A Robust Multi-Classifier Decision Fusion Framework for Hyperspectral, Multi-Temporal Classification.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Multiple Kernel Discriminant Analysis and Decision Fusion for Robust Sub-Pixel Hyperspectral Target Recognition.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Overcoming the Small Sample Size Problem in Hyperspectral Classification and Detection Tasks.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
2007
Multiclassifiers and decision fusion in the wavelet domain for exploitation of hyperspectral data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Level set hyperspectral image segmentation using spectral information divergence-based best band selection.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
2005
Nonlinear and linear transformations of speech features to compensate for channel and noise effects.
Proceedings of the INTERSPEECH 2005, 2005