Prashanth Reddy Marpu

52 papers C 16Journal 21Unranked 13
YearRankTypeTitle / Venue / Authors
2023 J jnl
Fault Analysis and Mitigation Techniques of the I2C Bus for Nanosatellite Missions.
IEEE Access
Amina Albalooshi, Abdul-Halim M. Jallad, Prashanth Reddy Marpu
2023 C conf
Overview of Alainsat-1 Mission: A Remote Sensing Student Nanosatellite.
IGARSS
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 Edwar, Yasir M. O. Abbas, Mark Angelo C. Purio
2022 J jnl
Machine Learning-Based Estimation of PM
IEEE Access
Maen Takruri, Abubakar Abubakar, Abdul-Halim M. Jallad, Basel Altawil, Prashanth Reddy Marpu, Amine Bermak
2021 J jnl
A Highly Modular Software Framework for Reducing Software Development Time of Nanosatellites.
IEEE Access
Aisha K. El Allam, Abdul-Halim M. Jallad, Mohammed Awad, Maen Takruri, Prashanth Reddy Marpu
2021 J jnl
Automatic Generation of Seamless Mosaics Using Invariant Features.
Remote. Sens.
Prajowal Manandhar, Ahmad Jalil, Khaled AlHashmi, Prashanth Reddy Marpu
2021 J jnl
Extraction of urban multi-class from high-resolution images using pyramid generative adversarial networks.
Int. J. Appl. Earth Obs. Geoinformation
Rasha Alshehhi, Prashanth Reddy Marpu
2020 J jnl
Inferring Species Diversity and Variability over Climatic Gradient with Spectral Diversity Metrics.
Remote. Sens.
Amrita N. Chaurasia, Maulik G. Dave, Reshma M. Parmar, Bimal K. Bhattacharya, Prashanth Reddy Marpu, Aditya Singh, N. S. R. Krishnayya
2020 C conf
Mission Operations and Science Plan for the MeznSat CubeSat Mission for Greenhouse Gases Monitoring.
IGARSS
Hamzeh Issa, Prashanth Reddy Marpu, Abdul-Halim M. Jallad, Abdulla Al Marar
2019 C conf
Change Detection and Transfer Learning Approach for Updating the Habitat Maps in UAE.
IGARSS
Prajowal Manandhar, Prashanth Reddy Marpu
2019 — ch.
Models for Plug-and-Play IoT Architectures.
Mission-Oriented Sensor Networks and Systems (2)
Alexandros Tsoupos, Mukesh Jha, Prashanth Reddy Marpu
2019 J jnl
Towards Automatic Extraction and Updating of VGI-Based Road Networks Using Deep Learning.
Remote. Sens.
Prajowal Manandhar, Prashanth Reddy Marpu, Zeyar Aung, Farid Melgani
2019 — ch.
Urban Microclimate Monitoring Using IoT-Based Architecture.
Mission-Oriented Sensor Networks and Systems (2)
Mukesh Jha, Alexandros Tsoupos, Prashanth Reddy Marpu, Peter Armstrong, A. Afshari
2018 — conf
An Ensemble Approach to Transfer Learning for Classification of Habitat Mapping.
ICSPIS
Prajowal Manandhar, Prashanth Reddy Marpu, Zeyar Aung
2018 — conf
Deep Learning Approach To Update Road Network using VGI Data.
ICSPIS
Prajowal Manandhar, Prashanth Reddy Marpu, Zeyar Aung
2018 J jnl
Foreword to the Special Issue on Urban Remote Sensing for Smarter Cities.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Prashanth Reddy Marpu, Devis Tuia, Clément Mallet
2018 — conf
Improved Power Control Approach for Better Data Throughput in CubeSat Nanosatellites.
IIT
Fedeyya Almansoori, Prashanth Reddy Marpu, Zeyar Aung
2018 — conf
Urban Climate Data Sensing, Warehousing, and Analysis: A Case Study in the City of Abu Dhabi, United Arab Emirates.
DARE@PKDD/ECML
Prajowal Manandhar, Prashanth Reddy Marpu, Zeyar Aung
2017 C conf
Segmentation based building detection in high resolution satellite images.
IGARSS
Prajowal Manandhar, Zeyar Aung, Prashanth Reddy Marpu
2016 — conf
In-situ sensor network for microclimate and urban energy modeling and validation.
e-Energy (Posters)
Mukesh Jha, Alexandros Tsoupos, Prashanth Reddy Marpu, Sid Chi-Kin Chau, Peter Armstrong
2016 J jnl
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.
Taha B. M. J. Ouarda, Christian Charron, Prashanth Reddy Marpu, Fateh Chebana
2016 C conf
Unsupervised change detection analysis to multi-channel scenario based on morphological contextual analysis.
IGARSS
Nicola Falco, Gabriele Cavallaro, Prashanth Reddy Marpu, Jón Atli Benediktsson
2015 — conf
Design of sensor network for urban micro-climate monitoring.
ISC2
Mukesh Jha, Prashanth Reddy Marpu, Chi-Kin Chau, Peter Armstrong
2015 C conf
Multi-sensor based approach for detection of oil pollution in the Arabian Gulf and the Sea of Oman.
IGARSS
Jun Zhao, Marouane Temimi, Muchamad Al Azhar, Hosni Ghedira, Prashanth Reddy Marpu
2015 — conf
Object-based fusion of hyperspectral and LiDAR data for classification of urban areas.
WHISPERS
Prashanth Reddy Marpu, Sergio Sanchez-Martinez
2015 J jnl
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.
Sergio Sánchez, Prashanth Reddy Marpu, Antonio Plaza, Abel Paz-Gallardo
2014 J jnl
Mapping of the Solar Irradiance in the UAE Using Advanced Artificial Neural Network Ensemble.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Mohammed Al-Obaidi, Prashanth Reddy Marpu, Taha B. M. J. Ouarda, Hosni Ghedira
2014 J jnl
Spectral-Spatial Classification of Multispectral Images Using Kernel Feature Space Representation.
IEEE Geosci. Remote. Sens. Lett.
Sergio Bernabé, Prashanth Reddy Marpu, Antonio Plaza, Mauro Dalla Mura, Jón Atli Benediktsson
2014 J jnl
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.
Michele Lazzarini, Prashanth Reddy Marpu, Yehia Eissa, Hosni Ghedira
2013 J jnl
A Novel Technique for Optimal Feature Selection in Attribute Profiles Based on Genetic Algorithms.
IEEE Trans. Geosci. Remote. Sens.
Mattia Pedergnana, Prashanth Reddy Marpu, Mauro Dalla Mura, Jón Atli Benediktsson, Lorenzo Bruzzone
2013 J jnl
Automatic Generation of Standard Deviation Attribute Profiles for Spectral-Spatial Classification of Remote Sensing Data.
IEEE Geosci. Remote. Sens. Lett.
Prashanth Reddy Marpu, Mattia Pedergnana, Mauro Dalla Mura, Jón Atli Benediktsson, Lorenzo Bruzzone
2013 J jnl
Generalized Composite Kernel Framework for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Jun Li, Prashanth Reddy Marpu, Antonio Plaza, José M. Bioucas-Dias, Jón Atli Benediktsson
2013 C conf
Real-time retrieval of dust emissions over the UAE desert from seviri thermal bands.
IGARSS
Nada K. Al-Meqbali, Prashanth Reddy Marpu, Rahma Al Hashemi, Hosni Ghedira
2013 J jnl
Semisupervised Self-Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Inmaculada Dopido, Jun Li, Prashanth Reddy Marpu, Antonio Plaza, José M. Bioucas-Dias, Jón Atli Benediktsson
2012 — conf
A New Multiple Classifier System for Semi-supervised Analysis of Hyperspectral Images.
ICPRAM (1)
Jun Li, Prashanth Reddy Marpu, Antonio Plaza, José M. Bioucas-Dias, Jón Atli Benediktsson
2012 J jnl
A new parallel tool for classification of remotely sensed imagery.
Comput. Geosci.
Sergio Bernabé, Antonio J. Plaza, Prashanth Reddy Marpu, Jón Atli Benediktsson
2012 C conf
A novel supervised feature selection technique based on genetic algorithms.
IGARSS
Mattia Pedergnana, Prashanth Reddy Marpu, Mauro Dalla Mura, Jón Atli Benediktsson, Lorenzo Bruzzone
2012 J jnl
Classification of Remote Sensing Optical and LiDAR Data Using Extended Attribute Profiles.
IEEE J. Sel. Top. Signal Process.
Mattia Pedergnana, Prashanth Reddy Marpu, Mauro Dalla Mura, Jón Atli Benediktsson, Lorenzo Bruzzone
2012 C conf
Comparison of ITPCA and IRMAD for automatic change detection using initial change mask.
IGARSS
Nicola Falco, Prashanth Reddy Marpu, Jón Atli Benediktsson
2012 C conf
Land cover and Land Surface Temperature interactions in desert areas: A case study of Abu Dhabi (UAE).
IGARSS
Michele Lazzarini, Prashanth Reddy Marpu, Hosni Ghedira
2012 J jnl
Linear Versus Nonlinear PCA for the Classification of Hyperspectral Data Based on the Extended Morphological Profiles.
IEEE Geosci. Remote. Sens. Lett.
Giorgio Licciardi, Prashanth Reddy Marpu, Jocelyn Chanussot, Jón Atli Benediktsson
2011 C conf
Classification using Extended Morphological Attribute Profiles based on different feature extraction techniques.
IGARSS
Stijn Peeters, Prashanth Reddy Marpu, Jón Atli Benediktsson, Mauro Dalla Mura
2011 — conf
Extended morphological profiles using auto-associative neural networks for hyperspectral data classification.
WHISPERS
Giorgio Licciardi, Prashanth Reddy Marpu, Jón Atli Benediktsson, Jocelyn Chanussot
2011 C conf
Hyperspectral change detection using IR-MAD and feature reduction.
IGARSS
Prashanth Reddy Marpu, Paolo Gamba, Jón Atli Benediktsson
2011 — conf
Hyperspectral change detection with IR-MAD and initial change mask.
WHISPERS
Prashanth Reddy Marpu, Paolo Gamba, Jón Atli Benediktsson
2011 J jnl
Improving Change Detection Results of IR-MAD by Eliminating Strong Changes.
IEEE Geosci. Remote. Sens. Lett.
Prashanth Reddy Marpu, Paolo Gamba, Morton J. Canty
2010 C conf
Change detection using iteratively reweighted regression with neural networks.
IGARSS
Prashanth Reddy Marpu, Paolo Gamba, Morton J. Canty
2010 — conf
Comparison of advanced neural network architectures for hyperspectral data classification.
WHISPERS
Prashanth Reddy Marpu, Giorgio Licciardi, Paolo Gamba, Fabio Del Frate
2009 — conf
Hyperspectral data classification using an ensemble of class-dependent neural networks.
WHISPERS
Prashanth Reddy Marpu, Paolo Gamba, Irmgard Niemeyer
2008 — conf
Soft Classification and Assessment of Kalman Filter Neural Network for Complex Landcover of Tropical Rainforests.
IGARSS (5)
Prashanth Reddy Marpu, Arief Wijaya, Richard Gloaguen
2007 C conf
Automatic counting of fission tracks using object-based image analysis for dating applications.
IGARSS
Judith Lippold, Prashanth Reddy Marpu, Richard Gloaguen, Raymond Jonckheere
2007 C conf
Change detection using the object features.
IGARSS
Irmgard Niemeyer, Prashanth Reddy Marpu, Sven Nussbaum
2007 C conf
Unsupervised image segmentation by identifying natural clusters.
IGARSS
Prashanth Reddy Marpu, Irmgard Niemeyer, Richard Gloaguen