Prashanth Reddy Marpu

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 16

Top Topics

Hyperspectral Image Classification

Transfer Learning

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

IEEE Trans. Geosci. Remote. Sens.

Publications

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)
Amina Albalooshi, Abdul-Halim M. Jallad, Prashanth Reddy Marpu
Fault Analysis and Mitigation Techniques of the I2C Bus for Nanosatellite Missions. IEEE Access 11 (2023)
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 (2021)
Prajowal Manandhar, Ahmad Jalil, Khaled AlHashmi, Prashanth Reddy Marpu
Automatic Generation of Seamless Mosaics Using Invariant Features. Remote. Sens. 13 (16) (2021)
Amrita N. Chaurasia, Maulik G. Dave, Reshma M. Parmar, Bimal 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) (2020)
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) (2019)
Prajowal Manandhar, Prashanth Reddy Marpu
Change Detection and Transfer Learning Approach for Updating the Habitat Maps in UAE. IGARSS (2019)
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)
Prajowal Manandhar, Prashanth Reddy Marpu, Zeyar Aung
Deep Learning Approach To Update Road Network using VGI Data. ICSPIS (2018)
Prajowal Manandhar, Prashanth Reddy Marpu, Zeyar Aung
An Ensemble Approach to Transfer Learning for Classification of Habitat Mapping. ICSPIS (2018)
Fedeyya Almansoori, Prashanth Reddy Marpu, Zeyar Aung
Improved Power Control Approach for Better Data Throughput in CubeSat Nanosatellites. IIT (2018)
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) (2018)
Prajowal Manandhar, Zeyar Aung, Prashanth Reddy Marpu
Segmentation based building detection in high resolution satellite images. IGARSS (2017)
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)
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) (2016)
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)
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) (2015)
Prashanth Reddy Marpu, Sergio Sanchez-Martinez
Object-based fusion of hyperspectral and LiDAR data for classification of urban areas. WHISPERS (2015)
Mukesh Jha, Prashanth Reddy Marpu, Chi-Kin Chau, Peter Armstrong
Design of sensor network for urban micro-climate monitoring. ISC2 (2015)
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)
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) (2014)
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) (2014)
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) (2014)
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) (2013)
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) (2013)
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) (2013)
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)
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) (2013)
Nicola Falco, Prashanth Reddy Marpu, Jón Atli Benediktsson
Comparison of ITPCA and IRMAD for automatic change detection using initial change mask. IGARSS (2012)
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)
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) (2012)
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) (2012)
Sergio Bernabé, Antonio J. Plaza, Prashanth Reddy Marpu, Jón Atli Benediktsson
A new parallel tool for classification of remotely sensed imagery. Comput. Geosci. 46 (2012)
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)
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)
Prashanth Reddy Marpu, Paolo Gamba, Jón Atli Benediktsson
Hyperspectral change detection with IR-MAD and initial change mask. WHISPERS (2011)
Prashanth Reddy Marpu, Paolo Gamba, Jón Atli Benediktsson
Hyperspectral change detection using IR-MAD and feature reduction. IGARSS (2011)
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)
Giorgio Licciardi, Prashanth Reddy Marpu, Jón Atli Benediktsson, Jocelyn Chanussot
Extended morphological profiles using auto-associative neural networks for hyperspectral data classification. WHISPERS (2011)
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) (2011)
Prashanth Reddy Marpu, Giorgio Licciardi, Paolo Gamba, Fabio Del Frate
Comparison of advanced neural network architectures for hyperspectral data classification. WHISPERS (2010)
Prashanth Reddy Marpu, Paolo Gamba, Morton J. Canty
Change detection using iteratively reweighted regression with neural networks. IGARSS (2010)
Prashanth Reddy Marpu, Paolo Gamba, Irmgard Niemeyer
Hyperspectral data classification using an ensemble of class-dependent neural networks. WHISPERS (2009)
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)
Irmgard Niemeyer, Prashanth Reddy Marpu, Sven Nussbaum
Change detection using the object features. IGARSS (2007)
Prashanth Reddy Marpu, Irmgard Niemeyer, Richard Gloaguen
Unsupervised image segmentation by identifying natural clusters. IGARSS (2007)
Judith Lippold, Prashanth Reddy Marpu, Richard Gloaguen, Raymond Jonckheere
Automatic counting of fission tracks using object-based image analysis for dating applications. IGARSS (2007)