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Saurabh Prasad - Publications

Affiliations: 
Electrical and Computer Engineering Mississippi State University, Starkville, MS, United States 
Area:
Electronics and Electrical Engineering, Acoustics Physics, Statistics
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61 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Safari K, Prasad S, Labate D. A Multiscale Deep Learning Approach for High-Resolution Hyperspectral Image Classification Ieee Geoscience and Remote Sensing Letters. 1-5. DOI: 10.1109/Lgrs.2020.2966987  0.367
2020 Mukherjee S, Prasad S. A spatial–spectral semisupervised deep learning framework using siamese networks and angular loss Computer Vision and Image Understanding. 194: 102943. DOI: 10.1016/J.Cviu.2020.102943  0.412
2019 Xu Y, Du B, Zhang L, Cerra D, Pato M, Carmona E, Prasad S, Yokoya N, Hansch R, Saux BL. Advanced Multi-Sensor Optical Remote Sensing for Urban Land Use and Land Cover Classification: Outcome of the 2018 IEEE GRSS Data Fusion Contest Ieee Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 12: 1709-1724. DOI: 10.1109/Jstars.2019.2911113  0.394
2018 Mankar R, Walsh MJ, Bhargava R, Prasad S, Mayerich D. Selecting optimal features from Fourier transform infrared spectroscopy for discrete-frequency imaging. The Analyst. PMID 29404544 DOI: 10.1039/C7An01888F  0.372
2018 Zhou X, Prasad S. Deep Feature Alignment Neural Networks for Domain Adaptation of Hyperspectral Data Ieee Transactions On Geoscience and Remote Sensing. 56: 5863-5872. DOI: 10.1109/Tgrs.2018.2827308  0.383
2018 Saux BL, Yokoya N, Hansch R, Prasad S. Advanced Multisource Optical Remote Sensing for Urban Land Use and Land Cover Classification [Technical Committees] Ieee Geoscience and Remote Sensing Magazine. 6: 85-89. DOI: 10.1109/Mgrs.2018.2874328  0.356
2018 Saux BL, Yokoya N, Hansch R, Prasad S. 2018 IEEE GRSS Data Fusion Contest: Multimodal Land Use Classification [Technical Committees] Ieee Geoscience and Remote Sensing Magazine. 6: 52-54. DOI: 10.1109/Mgrs.2018.2798161  0.364
2018 Yan L, Cui M, Prasad S. Joint Euclidean and Angular Distance-Based Embeddings for Multisource Image Analysis Ieee Geoscience and Remote Sensing Letters. 15: 1110-1114. DOI: 10.1109/Lgrs.2018.2827845  0.417
2018 Mukherjee S, Cui M, Prasad S. Spatially Constrained Semisupervised Local Angular Discriminant Analysis for Hyperspectral Images Ieee Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 11: 1203-1212. DOI: 10.1109/Jstars.2017.2770144  0.417
2018 Wu H, Prasad S. Semi-supervised dimensionality reduction of hyperspectral imagery using pseudo-labels Pattern Recognition. 74: 212-224. DOI: 10.1016/J.Patcog.2017.09.003  0.398
2017 Wu H, Prasad S. Semi-supervised Deep Learning using Pseudo Labels for Hyperspectral Image Classification. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 29990156 DOI: 10.1109/Tip.2017.2772836  0.406
2017 Wu H, Prasad S. Convolutional Recurrent Neural Networks forHyperspectral Data Classification Remote Sensing. 9: 298. DOI: 10.3390/Rs9030298  0.349
2017 Prasad S, Labate D, Cui M, Zhang Y. Morphologically Decoupled Structured Sparsity for Rotation-Invariant Hyperspectral Image Analysis Ieee Transactions On Geoscience and Remote Sensing. 55: 4355-4366. DOI: 10.1109/Tgrs.2017.2691607  0.449
2017 Zhou X, Prasad S. Domain Adaptation for Robust Classification of Disparate Hyperspectral Images Ieee Transactions On Computational Imaging. 3: 822-836. DOI: 10.1109/Tci.2017.2752150  0.372
2017 Zhou X, Prasad S. Active and Semisupervised Learning With Morphological Component Analysis for Hyperspectral Image Classification Ieee Geoscience and Remote Sensing Letters. 14: 1348-1352. DOI: 10.1109/Lgrs.2017.2711425  0.44
2017 Guo J, Zhou X, Li J, Plaza A, Prasad S. Superpixel-Based Active Learning and Online Feature Importance Learning for Hyperspectral Image Analysis Ieee Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 10: 347-359. DOI: 10.1109/Jstars.2016.2609404  0.433
2016 Wu H, Prasad S. Dirichlet Process Based Active Learning and Discovery of Unknown Classes for Hyperspectral Image Classification Ieee Transactions On Geoscience and Remote Sensing. 54: 4882-4895. DOI: 10.1109/Tgrs.2016.2552507  0.383
2016 Zhang Y, Prasad S. Multisource Geospatial Data Fusion via Local Joint Sparse Representation Ieee Transactions On Geoscience and Remote Sensing. DOI: 10.1109/Tgrs.2016.2514481  0.393
2016 Zhou X, Prasad S, Crawford MM. Wavelet-Domain Multiview Active Learning for Spatial-Spectral Hyperspectral Image Classification Ieee Journal of Selected Topics in Applied Earth Observations and Remote Sensing. DOI: 10.1109/Jstars.2016.2552998  0.399
2016 Cui M, Prasad S. Spectral-Angle-Based Discriminant Analysis of Hyperspectral Data for Robustness to Varying Illumination Ieee Journal of Selected Topics in Applied Earth Observations and Remote Sensing. DOI: 10.1109/Jstars.2015.2511923  0.433
2016 Cui M, Prasad S. Sparse representation-based classification: Orthogonal least squares or orthogonal matching pursuit? Pattern Recognition Letters. 84: 120-126. DOI: 10.1016/J.Patrec.2016.08.017  0.43
2015 Crawford MM, Prasad S, Zhou X, Zhang Z. Classification of multi-source sensor data with limited labeled data Proceedings of Spie - the International Society For Optical Engineering. 9472. DOI: 10.1117/12.2180672  0.463
2015 Cui M, Prasad S. Class-Dependent Sparse Representation Classifier for Robust Hyperspectral Image Classification Ieee Transactions On Geoscience and Remote Sensing. 53: 2683-2695. DOI: 10.1109/Tgrs.2014.2363582  0.419
2015 Priya T, Prasad S, Wu H. Superpixels for Spatially Reinforced Bayesian Classification of Hyperspectral Images Ieee Geoscience and Remote Sensing Letters. 12: 1071-1075. DOI: 10.1109/Lgrs.2014.2380313  0.444
2015 Prasad S, Chanussot J, Fowler JE, Bioucas-Dias J, Creuserre CD. Introduction to the issue on advances in hyperspectral data processing and analysis Ieee Journal On Selected Topics in Signal Processing. 9: 961-963. DOI: 10.1109/Jstsp.2015.2457631  0.363
2015 Cui M, Prasad S. Angular discriminant analysis for hyperspectral image classification Ieee Journal On Selected Topics in Signal Processing. 9: 1003-1015. DOI: 10.1109/Jstsp.2015.2419593  0.466
2015 Khodadadzadeh M, Li J, Prasad S, Plaza A. Fusion of Hyperspectral and LiDAR Remote Sensing Data Using Multiple Feature Learning Ieee Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 8: 2971-2983. DOI: 10.1109/Jstars.2015.2432037  0.447
2015 Mahrooghy M, Aanstoos JV, Nobrega RAA, Hasan K, Prasad S, Younan NH. A Machine Learning Framework for Detecting Landslides on Earthen Levees Using Spaceborne SAR Imagery Ieee Journal of Selected Topics in Applied Earth Observations and Remote Sensing. DOI: 10.1109/Jstars.2015.2427337  0.403
2015 Zhang Y, Yang HL, Prasad S, Pasolli E, Jung J, Crawford M. Ensemble Multiple Kernel Active Learning For Classification of Multisource Remote Sensing Data Ieee Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 8: 845-858. DOI: 10.1109/Jstars.2014.2359136  0.433
2015 Zhang Y, Prasad S. Locality Preserving Composite Kernel Feature Extraction for Multi-Source Geospatial Image Analysis Ieee Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 8: 1385-1392. DOI: 10.1109/Jstars.2014.2348537  0.425
2014 Srinivasan S, Ting DS, Snyder ME, Prasad S, Koch HR. Prosthetic iris devices. Canadian Journal of Ophthalmology. Journal Canadien D'Ophtalmologie. 49: 6-17. PMID 24513351 DOI: 10.1016/j.jcjo.2013.10.001  0.62
2014 Li W, Prasad S, Fowler JE. Decision Fusion in Kernel-Induced Spaces for Hyperspectral Image Classification Ieee Transactions On Geoscience and Remote Sensing. 52: 3399-3411. DOI: 10.1109/Tgrs.2013.2272760  0.447
2014 Li W, Tramel EW, Prasad S, Fowler JE. Nearest Regularized Subspace for Hyperspectral Classification Ieee Transactions On Geoscience and Remote Sensing. 52: 477-489. DOI: 10.1109/Tgrs.2013.2241773  0.422
2014 Lunga D, Prasad S, Crawford MM, Ersoy O. Manifold-learning-based feature extraction for classification of hyperspectral data: A review of advances in manifold learning Ieee Signal Processing Magazine. 31: 55-66. DOI: 10.1109/Msp.2013.2279894  0.381
2014 Ye Z, Prasad S, Li W, Fowler JE, He M. Classification Based on 3-D DWT and Decision Fusion for Hyperspectral Image Analysis Ieee Geoscience and Remote Sensing Letters. 11: 173-177. DOI: 10.1109/Lgrs.2013.2251316  0.424
2014 Li W, Prasad S, Fowler JE. Hyperspectral Image Classification Using Gaussian Mixture Models and Markov Random Fields Ieee Geoscience and Remote Sensing Letters. 11: 153-157. DOI: 10.1109/Lgrs.2013.2250905  0.418
2014 Prasad S, Cui M, Li W, Fowler JE. Segmented Mixture-of-Gaussian Classification for Hyperspectral Image Analysis Ieee Geoscience and Remote Sensing Letters. 11: 138-142. DOI: 10.1109/Lgrs.2013.2250902  0.459
2014 Debes C, Merentitis A, Heremans R, Hahn J, Frangiadakis N, Van Kasteren T, Liao W, Bellens R, Pizurica A, Gautama S, Philips W, Prasad S, Du Q, Pacifici F. Hyperspectral and LiDAR data fusion: Outcome of the 2013 GRSS data fusion contest Ieee Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 7: 2405-2418. DOI: 10.1109/Jstars.2014.2305441  0.364
2014 Chen C, Li W, Tramel EW, Cui M, Prasad S, Fowler JE. Spectral–Spatial Preprocessing Using Multihypothesis Prediction for Noise-Robust Hyperspectral Image Classification Ieee Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 7: 1047-1059. DOI: 10.1109/Jstars.2013.2295610  0.381
2014 Jung J, Pasolli E, Prasad S, Tilton JC, Crawford MM. A framework for land cover classification using discrete return LiDAR Data: Adopting pseudo-waveform and hierarchical segmentation Ieee Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 7: 491-502. DOI: 10.1109/Jstars.2013.2292032  0.436
2013 Prasad S, Snyder M, Srinivasan S. Simultaneous correction of aniridia and aphakia. Journal of Cataract and Refractive Surgery. 39: 1625-6. PMID 24075174 DOI: 10.1016/j.jcrs.2013.08.001  0.598
2013 Li W, Prasad S, Fowler JE. Classification and Reconstruction From Random Projections for Hyperspectral Imagery Ieee Transactions On Geoscience and Remote Sensing. 51: 833-843. DOI: 10.1109/Tgrs.2012.2204759  0.358
2013 Pacifici F, Du Q, Prasad S. Report on the 2013 IEEE GRSS Data Fusion Contest: Fusion of Hyperspectral and LiDAR Data [Technical Committees] Ieee Geoscience and Remote Sensing Magazine. 1: 36-38. DOI: 10.1109/Mgrs.2013.2277532  0.303
2013 Li W, Prasad S, Fowler JE. Integration of Spectral–Spatial Information for Hyperspectral Image Reconstruction From Compressive Random Projections Ieee Geoscience and Remote Sensing Letters. 10: 1379-1383. DOI: 10.1109/Lgrs.2013.2242043  0.399
2013 Li W, Prasad S, Fowler JE. Noise-Adjusted Subspace Discriminant Analysis for Hyperspectral Imagery Classification Ieee Geoscience and Remote Sensing Letters. 10: 1374-1378. DOI: 10.1109/Lgrs.2013.2242042  0.379
2013 Prasad S, Gamba P, Herold M. Foreword to the special issue on earth observation approaches for large area land monitoring with multiple sensors and resolutions Ieee Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 6: 2075-2076. DOI: 10.1109/Jstars.2013.2281085  0.313
2013 Cui M, Prasad S, Li W, Bruce LM. Locality preserving genetic algorithms for spatial-spectral hyperspectral image classification Ieee Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 6: 1688-1697. DOI: 10.1109/Jstars.2013.2257696  0.441
2013 Samiappan S, Prasad S, Bruce LM. Non-uniform random feature selection and kernel density scoring with SVM based ensemble classification for hyperspectral image analysis Ieee Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 6: 792-800. DOI: 10.1109/Jstars.2013.2237757  0.425
2012 Mahrooghy M, Aanstoos J, Prasad S, Younan NH. On Land Slide Detection Using Terrasar-X Over Earthen Levees Isprs - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. 497-501. DOI: 10.5194/Isprsarchives-Xxxix-B3-497-2012  0.355
2012 Prasad S, Li W, Fowler JE, Bruce LM. Information fusion in the redundant-wavelet-transform domain for noise-robust hyperspectral classification Ieee Transactions On Geoscience and Remote Sensing. 50: 3474-3486. DOI: 10.1109/Tgrs.2012.2185053  0.41
2012 Li W, Prasad S, Fowler JE, Bruce LM. Locality-preserving dimensionality reduction and classification for hyperspectral image analysis Ieee Transactions On Geoscience and Remote Sensing. 50: 1185-1198. DOI: 10.1109/Tgrs.2011.2165957  0.455
2012 Cui M, Prasad S, Mahrooghy M, Aanstoos JV, Lee MA, Bruce LM. Decision fusion of textural features derived from polarimetric data for levee assessment Ieee Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 5: 970-976. DOI: 10.1109/Jstars.2012.2195713  0.39
2011 Li W, Prasad S, Fowler JE, Bruce LM. Locality-preserving discriminant analysis in kernel-induced feature spaces for hyperspectral image classification Ieee Geoscience and Remote Sensing Letters. 8: 894-898. DOI: 10.1109/Lgrs.2011.2128854  0.423
2010 Kalluri HR, Prasad S, Bruce LM. Decision-level fusion of spectral reflectance and derivative information for Robust hyperspectral land cover classification Ieee Transactions On Geoscience and Remote Sensing. 48: 4047-4058. DOI: 10.1109/Tgrs.2010.2072787  0.441
2009 Licciardi G, Pacifici F, Tuia D, Prasad S, West T, Giacco F, Thiel C, Inglada J, Christophe E, Chanussot J, Gamba P. Decision fusion for the classification of hyperspectral data: Outcome of the 2008 GRS-S data fusion contest Ieee Transactions On Geoscience and Remote Sensing. 47: 3857-3865. DOI: 10.1109/Tgrs.2009.2029340  0.356
2009 Prasad S, Bruce LM. Information fusion in kernel-induced spaces for robust subpixel hyperspectral ATR Ieee Geoscience and Remote Sensing Letters. 6: 572-576. DOI: 10.1109/Lgrs.2009.2022852  0.425
2008 Prasad S, Bruce LM. Decision fusion with confidence-based weight assignment for hyperspectral target recognition Ieee Transactions On Geoscience and Remote Sensing. 46: 1448-1456. DOI: 10.1109/Tgrs.2008.916207  0.423
2008 Prasad S, Bruce LM. Limitations of principal components analysis for hyperspectral target recognition Ieee Geoscience and Remote Sensing Letters. 5: 625-629. DOI: 10.1109/Lgrs.2008.2001282  0.401
2007 Srinivasan S, Yuen C, Watts M, Prasad S. Endocapsular iris reconstruction implants for acquired iris defects: a clinical study. Eye (London, England). 21: 1109-13. PMID 16763652 DOI: 10.1038/sj.eye.6702472  0.619
2006 Srinivasan S, Kumar BV, Prasad S, Hiscott P. Partial posterior capsulectomy through an anterior approach: an intraocular lens retaining technique in the management of presumed Propionibacterium acnes endophthalmitis. Eye (London, England). 20: 382-4. PMID 15746949 DOI: 10.1038/sj.eye.6701850  0.614
2005 Srinivasan S, Prasad S. Conjunctival necrosis following intravitreal injection of triamcinolone acetonide. Cornea. 24: 1027-8. PMID 16227858 DOI: 10.1097/01.ICO.0000159754.05736.8C  0.587
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