Saurabh Prasad

Wei Li, Saurabh Prasad, James E. Fowler: Classification and Reconstruction From Random Projections for Hyperspectral Imagery. IEEE T. Geoscience and Remote Sensing 51(2): 833-843 (2013)

Wei Li, Saurabh Prasad, James E. Fowler, Lori Mann Bruce: Locality-Preserving Dimensionality Reduction and Classification for Hyperspectral Image Analysis. IEEE T. Geoscience and Remote Sensing 50(4): 1185-1198 (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 T. Geoscience and Remote Sensing 50(9): 3474-3486 (2012)

Wei Li, Saurabh Prasad, James E. Fowler, Minshan Cui: Locality-preserving nonnegative matrix factorization for hyperspectral image classification. IGARSS 2012: 1405-1408

Matthew A. Lee, James Aanstoos, Lori Mann Bruce, Saurabh Prasad: Application of omni-directional texture analysis to SAR images for levee landslide detection. IGARSS 2012: 1805-1808

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

Minshan Cui, Saurabh Prasad, Lori M. Bruce, Ramesh L. Shrestha: Robust spatial-spectral hyperspectral image classification for vegetation stress detection. IGARSS 2012: 5486-5489

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 Sensing Lett. 8(5): 894-898 (2011)

James Aanstoos, Khaled Hasan, Charles G. O'Hara, Saurabh Prasad, Lalitha Dabbiru, Majid Mahrooghy, Balakrishna Gokaraju, Rodrigo Nobrega: Earthen levee monitoring with Synthetic Aperture Radar. AIPR 2011: 1-6

Majid Mahrooghy, James 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

Minshan Cui, Saurabh Prasad, Majid Mahrooghy, Lori M. Bruce, James Aanstoos: Genetic algorithms and Linear Discriminant Analysis based dimensionality reduction for remotely sensed image analysis. IGARSS 2011: 2373-2376

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

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

Hemanth Kalluri, Saurabh Prasad, Lori M. Bruce: Decision-Level Fusion of Spectral Reflectance and Derivative Information for Robust Hyperspectral Land Cover Classification. IEEE T. Geoscience and Remote Sensing 48(11): 4047-4058 (2010)

Saurabh Prasad, Hemanth Kalluri, Lori M. Bruce, Sathishkumar Samiappan: Data dependent adaptation for improved classification of hyperspectral imagery. IGARSS 2010: 68-71

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

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 T. Geoscience and Remote Sensing 47(11): 3857-3865 (2009)

Saurabh Prasad, Lori M. Bruce, Hemanth Kalluri: Data Exploitation of HyspIRI Observations for Precision Vegetation Mapping. IGARSS (4) 2009: 785-788

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

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

Saurabh Prasad, Lori M. Bruce: Decision Fusion With Confidence-Based Weight Assignment for Hyperspectral Target Recognition. IEEE T. Geoscience and Remote Sensing 46(5): 1448-1456 (2008)

Saurabh Prasad, Lori M. Bruce: Multiple Kernel Discriminant Analysis and Decision Fusion for Robust Sub-Pixel Hyperspectral Target Recognition. IGARSS (2) 2008: 45-48

Saurabh Prasad, Lori M. Bruce, Hemanth Kalluri: A Robust Multi-Classifier Decision Fusion Framework for Hyperspectral, Multi-Temporal Classification. IGARSS (2) 2008: 273-276

Saurabh Prasad, Lori M. Bruce: Overcoming the Small Sample Size Problem in Hyperspectral Classification and Detection Tasks. IGARSS (5) 2008: 381-384

Terrance West, Saurabh Prasad, Lori M. Bruce: Wavelet Packet Tree Pruning Metrics for Hyperspectral Feature Extraction. IGARSS (2) 2008: 946-949

Saurabh Prasad, Lori Mann Bruce: Limitations of subspace LDA in hyperspectral target recognition applications. IGARSS 2007: 4049-4052

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

Saurabh Prasad, Lori Mann Bruce: Hyperspectral feature space partitioning via mutual information for data fusion. IGARSS 2007: 4846-4849

Terrance West, Saurabh Prasad, Lori Mann Bruce: Multiclassifiers and decision fusion in the wavelet domain for exploitation of hyperspectral data. IGARSS 2007: 4850-4853

Saurabh Prasad, Stephen A. Zahorian: Nonlinear and linear transformations of speech features to compensate for channel and noise effects. INTERSPEECH 2005: 969-972