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ORCIDPrashanth Reddy Marpu
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2020 – today
- 2023
[j21]Amina Albalooshi
, Abdul-Halim M. Jallad, Prashanth Reddy Marpu:
Fault Analysis and Mitigation Techniques of the I2C Bus for Nanosatellite Missions. IEEE Access 11: 34709-34717 (2023)- [c29]Abdul-Halim M. Jallad, Adriano Camps, Prashanth Reddy Marpu, Mai AlMazrouei, Ahmed Ba-Layth, Shamma Aleissaee, Abdullah Alsalmani, Mohamed Okasha, Adrian Perez-Portero, Amadeu Gonga, Juan Ramos-Castro, Shindi Marlina Oktaviani, Edwar, Yasir M. O. Abbas, Mark Angelo C. Purio:
Overview of Alainsat-1 Mission: A Remote Sensing Student Nanosatellite. IGARSS 2023: 241-244 - 2022
- [j20]Maen Takruri, Abubakar Abubakar, Abdul-Halim M. Jallad, Basel Altawil, Prashanth Reddy Marpu, Amine Bermak:
Machine Learning-Based Estimation of PM2.5 Concentration Using Ground Surface DoFP Polarimeters. IEEE Access 10: 23489-23496 (2022) - 2021
- [j19]Aisha K. El Allam, Abdul-Halim M. Jallad, Mohammed Awad, Maen Takruri, Prashanth Reddy Marpu:
A Highly Modular Software Framework for Reducing Software Development Time of Nanosatellites. IEEE Access 9: 107791-107803 (2021) - [j18]Rasha Alshehhi, Prashanth Reddy Marpu:
Extraction of urban multi-class from high-resolution images using pyramid generative adversarial networks. Int. J. Appl. Earth Obs. Geoinformation 102: 102379 (2021) - [j17]Prajowal Manandhar, Ahmad Jalil, Khaled AlHashmi, Prashanth Reddy Marpu:
Automatic Generation of Seamless Mosaics Using Invariant Features. Remote. Sens. 13(16): 3094 (2021) - 2020
- [j16]Amrita N. Chaurasia, Maulik G. Dave, Reshma M. Parmar, Bimal K. Bhattacharya, Prashanth Reddy Marpu, Aditya Singh, N. S. R. Krishnayya:
Inferring Species Diversity and Variability over Climatic Gradient with Spectral Diversity Metrics. Remote. Sens. 12(13): 2130 (2020) - [c28]Hamzeh Issa, Prashanth Reddy Marpu, Abdul-Halim M. Jallad, Abdulla Al Marar:
Mission Operations and Science Plan for the MeznSat CubeSat Mission for Greenhouse Gases Monitoring. IGARSS 2020: 5454-5457
2010 – 2019
- 2019
- [j15]Prajowal Manandhar, Prashanth Reddy Marpu, Zeyar Aung, Farid Melgani:
Towards Automatic Extraction and Updating of VGI-Based Road Networks Using Deep Learning. Remote. Sens. 11(9): 1012 (2019) - [c27]Prajowal Manandhar, Prashanth Reddy Marpu:
Change Detection and Transfer Learning Approach for Updating the Habitat Maps in UAE. IGARSS 2019: 2427-2430 - [p2]Mukesh Jha, Alexandros Tsoupos, Prashanth Reddy Marpu, Peter Armstrong, A. Afshari:
Urban Microclimate Monitoring Using IoT-Based Architecture. Mission-Oriented Sensor Networks and Systems (2) 2019: 85-134 - [p1]Alexandros Tsoupos, Mukesh Jha, Prashanth Reddy Marpu:
Models for Plug-and-Play IoT Architectures. Mission-Oriented Sensor Networks and Systems (2) 2019: 135-170 - 2018
- [j14]Prashanth Reddy Marpu, Devis Tuia, Clément Mallet:
Foreword to the Special Issue on Urban Remote Sensing for Smarter Cities. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(8): 2575-2577 (2018) - [c26]Prajowal Manandhar, Prashanth Reddy Marpu, Zeyar Aung:
Deep Learning Approach To Update Road Network using VGI Data. ICSPIS 2018: 1-4 - [c25]Prajowal Manandhar, Prashanth Reddy Marpu, Zeyar Aung:
An Ensemble Approach to Transfer Learning for Classification of Habitat Mapping. ICSPIS 2018: 1-4 - [c24]Fedeyya Almansoori, Prashanth Reddy Marpu, Zeyar Aung:
Improved Power Control Approach for Better Data Throughput in CubeSat Nanosatellites. IIT 2018: 52-57 - [c23]Prajowal Manandhar, Prashanth Reddy Marpu, Zeyar Aung:
Urban Climate Data Sensing, Warehousing, and Analysis: A Case Study in the City of Abu Dhabi, United Arab Emirates. DARE@PKDD/ECML 2018: 148-165 - 2017
- [c22]Prajowal Manandhar, Zeyar Aung, Prashanth Reddy Marpu:
Segmentation based building detection in high resolution satellite images. IGARSS 2017: 3783-3786 - 2016
- [j13]Taha B. M. J. Ouarda, Christian Charron, Prashanth Reddy Marpu, Fateh Chebana:
The Generalized Additive Model for the Assessment of the Direct, Diffuse, and Global Solar Irradiances Using SEVIRI Images, With Application to the UAE. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(4): 1553-1566 (2016) - [c21]Mukesh Jha, Alexandros Tsoupos, Prashanth Reddy Marpu, Sid Chi-Kin Chau, Peter Armstrong:
In-situ sensor network for microclimate and urban energy modeling and validation. e-Energy (Posters) 2016: 1:1-1:2 - [c20]Nicola Falco, Gabriele Cavallaro, Prashanth Reddy Marpu, Jón Atli Benediktsson:
Unsupervised change detection analysis to multi-channel scenario based on morphological contextual analysis. IGARSS 2016: 3374-3377 - 2015
- [j12]Sergio Sánchez, Prashanth Reddy Marpu, Antonio Plaza, Abel Paz-Gallardo:
Parallel Implementation of Polarimetric Synthetic Aperture Radar Data Processing for Unsupervised Classification Using the Complex Wishart Classifier. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(11): 5376-5387 (2015) - [c19]Jun Zhao, Marouane Temimi, Muchamad Al Azhar, Hosni Ghedira, Prashanth Reddy Marpu:
Multi-sensor based approach for detection of oil pollution in the Arabian Gulf and the Sea of Oman. IGARSS 2015: 2190-2193 - [c18]Mukesh Jha, Prashanth Reddy Marpu, Chi-Kin Chau, Peter Armstrong:
Design of sensor network for urban micro-climate monitoring. ISC2 2015: 1-4 - [c17]Prashanth Reddy Marpu, Sergio Sanchez-Martinez:
Object-based fusion of hyperspectral and LiDAR data for classification of urban areas. WHISPERS 2015: 1-4 - 2014
- [j11]Sergio Bernabé, Prashanth Reddy Marpu, Antonio Plaza, Mauro Dalla Mura, Jón Atli Benediktsson:
Spectral-Spatial Classification of Multispectral Images Using Kernel Feature Space Representation. IEEE Geosci. Remote. Sens. Lett. 11(1): 288-292 (2014) - [j10]Michele Lazzarini, Prashanth Reddy Marpu, Yehia Eissa, Hosni Ghedira:
Toward a Near Real-Time Product of Air Temperature Maps from Satellite Data and In Situ Measurements in Arid Environments. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(7): 3093-3104 (2014) - [j9]Mohammed Al-Obaidi, Prashanth Reddy Marpu, Taha B. M. J. Ouarda, Hosni Ghedira:
Mapping of the Solar Irradiance in the UAE Using Advanced Artificial Neural Network Ensemble. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(8): 3668-3680 (2014) - 2013
- [j8]Prashanth Reddy Marpu, Mattia Pedergnana, Mauro Dalla Mura, Jón Atli Benediktsson, Lorenzo Bruzzone:
Automatic Generation of Standard Deviation Attribute Profiles for Spectral-Spatial Classification of Remote Sensing Data. IEEE Geosci. Remote. Sens. Lett. 10(2): 293-297 (2013) - [j7]Mattia Pedergnana, Prashanth Reddy Marpu, Mauro Dalla Mura, Jón Atli Benediktsson, Lorenzo Bruzzone:
A Novel Technique for Optimal Feature Selection in Attribute Profiles Based on Genetic Algorithms. IEEE Trans. Geosci. Remote. Sens. 51(6-2): 3514-3528 (2013) - [j6]Inmaculada Dopido, Jun Li, Prashanth Reddy Marpu, Antonio Plaza, José M. Bioucas-Dias, Jón Atli Benediktsson:
Semisupervised Self-Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 51(7-1): 4032-4044 (2013) - [j5]Jun Li, Prashanth Reddy Marpu, Antonio Plaza, José M. Bioucas-Dias, Jón Atli Benediktsson:
Generalized Composite Kernel Framework for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 51(9): 4816-4829 (2013) - [c16]Nada K. Al-Meqbali, Prashanth Reddy Marpu, Rahma Al Hashemi, Hosni Ghedira:
Real-time retrieval of dust emissions over the UAE desert from seviri thermal bands. IGARSS 2013: 2242-2245 - 2012
- [j4]Sergio Bernabé, Antonio J. Plaza, Prashanth Reddy Marpu, Jón Atli Benediktsson:
A new parallel tool for classification of remotely sensed imagery. Comput. Geosci. 46: 208-218 (2012) - [j3]Mattia Pedergnana, Prashanth Reddy Marpu, Mauro Dalla Mura, Jón Atli Benediktsson, Lorenzo Bruzzone:
Classification of Remote Sensing Optical and LiDAR Data Using Extended Attribute Profiles. IEEE J. Sel. Top. Signal Process. 6(7): 856-865 (2012) - [j2]Giorgio Licciardi, Prashanth Reddy Marpu, Jocelyn Chanussot, Jón Atli Benediktsson:
Linear Versus Nonlinear PCA for the Classification of Hyperspectral Data Based on the Extended Morphological Profiles. IEEE Geosci. Remote. Sens. Lett. 9(3): 447-451 (2012) - [c15]Jun Li, Prashanth Reddy Marpu, Antonio Plaza, José M. Bioucas-Dias, Jón Atli Benediktsson:
A New Multiple Classifier System for Semi-supervised Analysis of Hyperspectral Images. ICPRAM (1) 2012: 406-411 - [c14]Mattia Pedergnana, Prashanth Reddy Marpu, Mauro Dalla Mura, Jón Atli Benediktsson, Lorenzo Bruzzone:
A novel supervised feature selection technique based on genetic algorithms. IGARSS 2012: 60-63 - [c13]Michele Lazzarini, Prashanth Reddy Marpu, Hosni Ghedira:
Land cover and Land Surface Temperature interactions in desert areas: A case study of Abu Dhabi (UAE). IGARSS 2012: 6325-6328 - [c12]Nicola Falco, Prashanth Reddy Marpu, Jón Atli Benediktsson:
Comparison of ITPCA and IRMAD for automatic change detection using initial change mask. IGARSS 2012: 6769-6772 - 2011
- [j1]Prashanth Reddy Marpu, Paolo Gamba, Morton J. Canty:
Improving Change Detection Results of IR-MAD by Eliminating Strong Changes. IEEE Geosci. Remote. Sens. Lett. 8(4): 799-803 (2011) - [c11]Prashanth Reddy Marpu, Paolo Gamba, Jón Atli Benediktsson:
Hyperspectral change detection using IR-MAD and feature reduction. IGARSS 2011: 98-101 - [c10]Stijn Peeters, Prashanth Reddy Marpu, Jón Atli Benediktsson, Mauro Dalla Mura:
Classification using Extended Morphological Attribute Profiles based on different feature extraction techniques. IGARSS 2011: 4453-4456 - [c9]Giorgio Licciardi, Prashanth Reddy Marpu, Jón Atli Benediktsson, Jocelyn Chanussot:
Extended morphological profiles using auto-associative neural networks for hyperspectral data classification. WHISPERS 2011: 1-4 - [c8]Prashanth Reddy Marpu, Paolo Gamba, Jón Atli Benediktsson:
Hyperspectral change detection with IR-MAD and initial change mask. WHISPERS 2011: 1-4 - 2010
- [c7]Prashanth Reddy Marpu, Paolo Gamba, Morton J. Canty:
Change detection using iteratively reweighted regression with neural networks. IGARSS 2010: 2563-2566 - [c6]Prashanth Reddy Marpu, Giorgio Licciardi, Paolo Gamba, Fabio Del Frate:
Comparison of advanced neural network architectures for hyperspectral data classification. WHISPERS 2010: 1-4
2000 – 2009
- 2009
- [c5]Prashanth Reddy Marpu, Paolo Gamba, Irmgard Niemeyer:
Hyperspectral data classification using an ensemble of class-dependent neural networks. WHISPERS 2009: 1-4 - 2008
- [c4]Prashanth Reddy Marpu, Arief Wijaya, Richard Gloaguen:
Soft Classification and Assessment of Kalman Filter Neural Network for Complex Landcover of Tropical Rainforests. IGARSS (5) 2008: 57-60 - 2007
- [c3]Judith Lippold, Prashanth Reddy Marpu, Richard Gloaguen, Raymond Jonckheere:
Automatic counting of fission tracks using object-based image analysis for dating applications. IGARSS 2007: 440-443 - [c2]Prashanth Reddy Marpu, Irmgard Niemeyer, Richard Gloaguen:
Unsupervised image segmentation by identifying natural clusters. IGARSS 2007: 1903-1904 - [c1]Irmgard Niemeyer, Prashanth Reddy Marpu, Sven Nussbaum:
Change detection using the object features. IGARSS 2007: 2374-2377
Coauthor Index
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