Surya S. Durbha

Proceedings of the IGARSS 2024, 2024

2023

Adaptive LiDAR Reconstruction by Convolutional Compressive Sensing Network and Multivariate Empirical Mode Decomposition.

[BibT_eX]

[DOI]

Signal Process., December, 2023

Deep Convolutional Compressed Sensing-Based Adaptive 3D Reconstruction of Sparse LiDAR Data: A Case Study for Forests.

[BibT_eX]

[DOI]

Remote. Sens., March, 2023

Unsupervised Domain Adaptation Using Generative Adversarial Network for Extreme Events Monitoring.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Unsupervised Stream Learning for 3D Lidar Point Clouds.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Texture Based LULC Classification of Images Using QSVM.

[BibT_eX]

[DOI]

Archana G. Pai

Krishna Mohan Buddhiraju

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Deep Reinforcement Learning Driven Critical Infrastructure Protection During Extreme Events.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Data-Driven Transform Based Adaptive Compressive Sensing Framework for 3D Reconstruction of Forests.

[BibT_eX]

[DOI]

Pratyush V. Talreja

Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

2021

Time Series Forecasting of Univariate Agrometeorological Data: A Comparative Performance Evaluation via One-Step and Multi-Step Ahead Forecasting Strategies.

[BibT_eX]

[DOI]

Saurabh Suradhaniwar

Soumyashree Kar

Sensors, 2021

Semantics-Driven Remote Sensing Scene Understanding Framework for Grounded Spatio-Contextual Scene Descriptions.

[BibT_eX]

[DOI]

ISPRS Int. J. Geo Inf., 2021

An ensemble machine learning approach for determination of the optimum sampling time for evapotranspiration assessment from high-throughput phenotyping data.

[BibT_eX]

[DOI]

Comput. Electron. Agric., 2021

Real-Time Embedded HPC Based Earthquake Damage Mapping Using 3D LiDAR Point Clouds.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Deep Reinforcement Learning Interdependent Healthcare Critical Infrastructure Simulation model for Dynamically Varying COVID-19 scenario - A case study of a Metro City.

[BibT_eX]

[DOI]

Gollavilli Srikanth

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Towards Enabling Deep Learning-Based Question-Answering for 3D Lidar Point Clouds.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Towards Visual Exploration Of Semantically Enriched Remote Sensing Scene Knowledge Graphs (RSS-KGs).

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

Interdependent Healthcare Critical Infrastructure Analysis in a Spatiotemporal Environment: A Case Study.

[BibT_eX]

[DOI]

ISPRS Int. J. Geo Inf., 2020

Online Point Cloud Super Resolution using Dictionary Learning for 3D Urban Perception.

[BibT_eX]

[DOI]

Parashuram Shourya Rajulapati

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Multi-Agent Deep Reinforcement Learning based Interdependent Critical Infrastructure Simulation Model for Situational Awareness during a Flood Event.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Towards Natural Language Question Answering Over Earth Observation Linked Data Using Attention-Based Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Edge Analytics and Complex Event Processing for Real Time Air Pollution Monitoring and Control.

[BibT_eX]

[DOI]

Utkarsh Kulshrestha

Parashuram Shourya Rajulapati

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Deep Learning-based Critical Infrastructure Simulation Model for Disaster Monitoring.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Data Mining Workshops, 2020

2019

Compressive Sensing Based Reconstruction and Pixel-Level Classification of Very High-Resolution Disaster Satellite Imagery Using Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Multi-Class Segmentation of Urban Floods from Multispectral Imagery Using Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Semantic Framework for Spatial Query Reformulation for Disaster Monitoring Applications.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Rapid Earthquake Damage Detection Using Deep Learning from VHR Remote Sensing Images.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Semantics-enabled Spatio-Temporal Modeling of Earth Observation Data: An application to Flood Monitoring.

[BibT_eX]

[DOI]

Abhishek Potnis

Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Advances on Resilient and Intelligent Cities, 2019

2018

Adaptive Pareto-based approach for geo-ontology matching.

[BibT_eX]

[DOI]

Ujwala Bharambe

Comput. Geosci., 2018

Evaluation of Citrus Gummosis disease dynamics and predictions with weather and inversion based leaf optical model.

[BibT_eX]

[DOI]

Mrunalini R. Badnakhe

Rajendra M. Gade

Comput. Electron. Agric., 2018

On-Board Biophysical Parameters Estimation Using High Performance Computing.

[BibT_eX]

[DOI]

Pratyush V. Talreja

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

A Geospatial Ontological Model for Remote Sensing Scene Semantic Knowledge Mining for the Flood Disaster.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

Semantics-Enabled Framework for Spatial Image Information Mining of Linked Earth Observation Data.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Interoperable agro-meteorological observation and analysis platform for precision agriculture: A case study in citrus crop water requirement estimation.

[BibT_eX]

[DOI]

Suryakant A. Sawant

Comput. Electron. Agric., 2017

GEO-Visual analytics for healthcare critical infrastructure simulation model.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

A spatio-temporal ontological model for flood disaster monitoring.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Energy optimization in wireless sensor networks using duty-cycling approach.

[BibT_eX]

[DOI]

Saurabh Suradhanwiar

J. Adinarayana

Proceedings of the 2017 6th International Conference on Agro-Geoinformatics, 2017

Gaussian process based spatial modeling of soil moisture for dense soil moisture sensing network.

[BibT_eX]

[DOI]

Proceedings of the 2017 6th International Conference on Agro-Geoinformatics, 2017

2016

Embedded high performance computing for on-board hyperspectral image classification.

[BibT_eX]

[DOI]

Pankaj H. Randhe

Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Exploring Visualization of Geospatial Ontologies using Cesium.

[BibT_eX]

[DOI]

Abhishek Potnis

Proceedings of the Second International Workshop on Visualization and Interaction for Ontologies and Linked Data co-located with the 15th International Semantic Web Conference, 2016

Accelerating Big Data processing chain in Image Information Mining using a hybrid HPC approach.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Use of geo-ontology matching to measure the degree of interoperability.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Big data processing using hpc for remote sensing disaster data.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Spatio-Temporal Ontology for Change Analysis of Flood Affected Areas Using Remote Sensing Images.

[BibT_eX]

[DOI]

Proceedings of the Joint Ontology Workshops 2016 Episode 2: The French Summer of Ontology co-located with the 9th International Conference on Formal Ontology in Information Systems (FOIS 2016), 2016

2015

High performance SIFT features clustering of VHR satellite images for disaster management.

[BibT_eX]

[DOI]

Ujwala Bhangale

Proceedings of the Third International Symposium on Women in Computing and Informatics, 2015

Post-Disaster image analysis using domain adaptation.

[BibT_eX]

[DOI]

Prakash Andugula

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014

KrishiSense: A semantically aware web enabled wireless sensor network system for precision agriculture applications.

[BibT_eX]

[DOI]

Suryakant A. Sawant

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Analogy based similarity mining for geo-ontology matching.

[BibT_eX]

[DOI]

Ujwala Bharambe

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

High performance SIFT feature classification of VHR satellite imagery for disaster management.

[BibT_eX]

[DOI]

Ujwala Bhangale

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013

High resolution disaster data clustering using Graphics Processing Units.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Pareto optimization for multiobjective matching of geospatial ontologies.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Cloud detection in satellite imagery using graphics processing units.

[BibT_eX]

[DOI]

Ujwala Bhangale

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Domain adaptation approach for classification of high resolution post-disaster data.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012

Ensemble Methodology Using Multistage Learning for Improved Detection of Harmful Algal Blooms.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2012

Standards-based sensor web for agro-informatics applications.

[BibT_eX]

[DOI]

Vrushali M. Patil

J. Adinarayana

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Geospatial ontologies matching: An information theoretic approach.

[BibT_eX]

[DOI]

Ujwala Bharambe

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011

A Machine Learning Based Spatio-Temporal Data Mining Approach for Detection of Harmful Algal Blooms in the Gulf of Mexico.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2011

Comprehensive performance analysis of Spatio-Temporal Data Mining approach on multi-temporal coastal remote sensing datasets.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Evaluating transfer learning approaches for image information mining applications.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2010

Standards-Based Middleware and Tools for Coastal Sensor Web Applications.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2010

Feature Identification via a Combined ICA-Wavelet Method for Image Information Mining.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2010

Wrapper-Based Feature Subset Selection for Rapid Image Information Mining.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2010

AN improved ensemble appraoch with Probabilistic Neural Network-Combinational algorithm.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

2009

A framework for semantic reconciliation of disparate earth observation thematic data.

[BibT_eX]

[DOI]

Comput. Geosci., 2009

Sensor Web and Data Mining Approaches for Harmful Algal Bloom Detection and Monitoring in the Gulf of Mexico Region.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

An Ontology Merging Tool to Facilitate Interoperability between Coastalsensor Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Mobile Computing and Sensor Web Services for Coastal Buoys.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Information Services and Middleware for the Coastal Sensor Web.

[BibT_eX]

[DOI]

Proceedings of the ICDM Workshops 2009, 2009

2008

An Information Semantics Approach for Knowledge Management and Interoperability for the Global Earth Observation System of Systems.

[BibT_eX]

[DOI]

IEEE Syst. J., 2008

A Proposal for the Standardization of Image Information Mining Systems via OGC Web Services Framework.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Standards-Based Coastal Sensor Web.

[BibT_eX]

[DOI]

Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

2007

A Systematic Approach to Wavelet-Decomposition-Level Selection for Image Information Mining From Geospatial Data Archives.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2007

Application of the contourlet transform for image information mining in earth observation data archives.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

Image information mining for coastal disaster management.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

Image information mining from geospatial archives based on a combination of the wavelet transform and Fourier phase descriptor.

[BibT_eX]

[DOI]

Proceedings of the Data Mining, 2007

2006

Coalescing ICA and Wavelets Coefficients for Image Information Mining in Earth Observation Data Archives.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

Semantics-Enabled Knowledge Management for Global Earth Observation System of Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

2005

Semantics-enabled framework for knowledge discovery from Earth observation data archives.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2005

Wavelet features for information mining in remote sensing archives.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

Semantics driven framework for coastal zones.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

Interoperability in costal zone monitoring systems: resolving semantic heterogeneities through ontology driven middleware.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

2004

Knowledge mining in Earth observation data archives: a domain ontology perspective.

[BibT_eX]

[DOI]