Surya S. Durbha

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 44

Top Topics

Ontology Matching

Simulation Model

Top Venues

Comput. Electron. Agric.

ISPRS Int. J. Geo Inf.

Publications

Pratyush V. Talreja, Surya S. Durbha, Rajat C. Shinde, Shreelakshmi C. R
Unsupervised Domain Adaptation Using Generative Adversarial Network for Extreme Events Monitoring. IGARSS (2023)
Keshav Agrawal, Surya S. Durbha, Pratyush V. Talreja, Nivedita Nukavarapu
Deep Reinforcement Learning Driven Critical Infrastructure Protection During Extreme Events. IGARSS (2023)
Rajat C. Shinde, Surya S. Durbha
Deep Convolutional Compressed Sensing-Based Adaptive 3D Reconstruction of Sparse LiDAR Data: A Case Study for Forests. Remote. Sens. 15 (5) (2023)
Rajat C. Shinde, Surya S. Durbha
Adaptive LiDAR Reconstruction by Convolutional Compressive Sensing Network and Multivariate Empirical Mode Decomposition. Signal Process. 213 (2023)
Gaganpreet Singh, Surya S. Durbha, Shreelakshmi C. R
Maximising Weather Forecasting Accuracy through the Utilisation of Graph Neural Networks and Dynamic GNNs. CoRR (2023)
Shreelakshmi C. R, Surya S. Durbha, Rajat C. Shinde, Pratyush V. Talreja, Gaganpreet Singh
Unsupervised Stream Learning for 3D Lidar Point Clouds. IGARSS (2023)
Archana G. Pai, Krishna Mohan Buddhiraju, Surya S. Durbha
Texture Based LULC Classification of Images Using QSVM. IGARSS (2023)
Shreelakshmi C. R, Surya S. Durbha, Gaganpreet Singh
3D Object Detection in LiDAR Point Clouds using Graph Neural Networks. CoRR (2023)
Rajat C. Shinde, Surya S. Durbha, Pratyush V. Talreja
Data-Driven Transform Based Adaptive Compressive Sensing Framework for 3D Reconstruction of Forests. ICPR Workshops (2) (2022)
Abhishek V. Potnis, Rajat C. Shinde, Surya S. Durbha
Towards Natural Language Question Answering over Earth Observation Linked Data using Attention-based Neural Machine Translation. CoRR (2021)
Soumyashree Kar, Vikram Kumar Purbey, Saurabh Suradhaniwar, Lijalem Balcha Korbu, Jana Kholová, Surya S. Durbha, J. Adinarayana, Vincent Vadez
An ensemble machine learning approach for determination of the optimum sampling time for evapotranspiration assessment from high-throughput phenotyping data. Comput. Electron. Agric. 182 (2021)
Gollavilli Srikanth, Nivedita Nukavarapu, Surya S. Durbha
Deep Reinforcement Learning Interdependent Healthcare Critical Infrastructure Simulation model for Dynamically Varying COVID-19 scenario - A case study of a Metro City. IGARSS (2021)
Rajat C. Shinde, Surya S. Durbha, Abhishek V. Potnis, Pratyush V. Talreja, Gaganpreet Singh
Towards Enabling Deep Learning-Based Question-Answering for 3D Lidar Point Clouds. IGARSS (2021)
Abhishek V. Potnis, Surya S. Durbha, Rajat C. Shinde, Pratyush V. Talreja
Towards Visual Exploration Of Semantically Enriched Remote Sensing Scene Knowledge Graphs (RSS-KGs). IGARSS (2021)
Abhishek V. Potnis, Surya S. Durbha, Rajat C. Shinde
Semantics-Driven Remote Sensing Scene Understanding Framework for Grounded Spatio-Contextual Scene Descriptions. ISPRS Int. J. Geo Inf. 10 (1) (2021)
Saurabh Suradhaniwar, Soumyashree Kar, Surya S. Durbha, Jagarlapudi Adinarayana
Time Series Forecasting of Univariate Agrometeorological Data: A Comparative Performance Evaluation via One-Step and Multi-Step Ahead Forecasting Strategies. Sensors 21 (7) (2021)
Pratyush V. Talreja, Surya S. Durbha, Rajat C. Shinde, Abhishek V. Potnis
Real-Time Embedded HPC Based Earthquake Damage Mapping Using 3D LiDAR Point Clouds. IGARSS (2021)
Parashuram Shourya Rajulapati, Nivedita Nukavarapu, Surya S. Durbha
Multi-Agent Deep Reinforcement Learning based Interdependent Critical Infrastructure Simulation Model for Situational Awareness during a Flood Event. IGARSS (2020)
Abhishek V. Potnis, Rajat C. Shinde, Surya S. Durbha
Towards Natural Language Question Answering Over Earth Observation Linked Data Using Attention-Based Neural Machine Translation. IGARSS (2020)
Utkarsh Kulshrestha, Surya S. Durbha
Edge Analytics and Complex Event Processing for Real Time Air Pollution Monitoring and Control. IGARSS (2020)
Parashuram Shourya Rajulapati, Nivedita Nukavarapu, Surya S. Durbha
Deep Learning-based Critical Infrastructure Simulation Model for Disaster Monitoring. ICDM (Workshops) (2020)
Nivedita Nukavarapu, Surya S. Durbha
Interdependent Healthcare Critical Infrastructure Analysis in a Spatiotemporal Environment: A Case Study. ISPRS Int. J. Geo Inf. 9 (6) (2020)
Rajat C. Shinde, Abhishek V. Potnis, Surya S. Durbha
Online Point Cloud Super Resolution using Dictionary Learning for 3D Urban Perception. IGARSS (2020)
Ujwala M. Bhangale, Surya S. Durbha, Abhishek Potnis, Rajat C. Shinde
Rapid Earthquake Damage Detection Using Deep Learning from VHR Remote Sensing Images. IGARSS (2019)
Rajat C. Shinde, Abhishek V. Potnis, Surya S. Durbha, Prakash Andugula
Compressive Sensing Based Reconstruction and Pixel-Level Classification of Very High-Resolution Disaster Satellite Imagery Using Deep Learning. IGARSS (2019)
Kuldeep R. Kurte, Abhishek V. Potnis, Surya S. Durbha, Rajat C. Shinde
Semantic Framework for Spatial Query Reformulation for Disaster Monitoring Applications. IGARSS (2019)
Abhishek V. Potnis, Rajat C. Shinde, Surya S. Durbha, Kuldeep R. Kurte
Multi-Class Segmentation of Urban Floods from Multispectral Imagery Using Deep Learning. IGARSS (2019)
Kuldeep R. Kurte, Abhishek Potnis, Surya S. Durbha
Semantics-enabled Spatio-Temporal Modeling of Earth Observation Data: An application to Flood Monitoring. ARIC@SIGSPATIAL (2019)
Pratyush V. Talreja, Surya S. Durbha, Abhishek V. Potnis
On-Board Biophysical Parameters Estimation Using High Performance Computing. IGARSS (2018)
Ujwala Bharambe, Surya S. Durbha
Adaptive Pareto-based approach for geo-ontology matching. Comput. Geosci. 119 (2018)
Mrunalini R. Badnakhe, Surya S. Durbha, Jagarlapudi Adinarayana, Rajendra M. Gade
Evaluation of Citrus Gummosis disease dynamics and predictions with weather and inversion based leaf optical model. Comput. Electron. Agric. 155 (2018)
Abhishek V. Potnis, Surya S. Durbha, Kuldeep R. Kurte
A Geospatial Ontological Model for Remote Sensing Scene Semantic Knowledge Mining for the Flood Disaster. IGARSS (2018)
Kuldeep R. Kurte, Surya S. Durbha, Roger L. King, Nicolas H. Younan, Ranga Raju Vatsavai
Semantics-Enabled Framework for Spatial Image Information Mining of Linked Earth Observation Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (1) (2017)
Nivedita Nukavarapu, Surya S. Durbha
GEO-Visual analytics for healthcare critical infrastructure simulation model. IGARSS (2017)
Prakash Andugula, Surya S. Durbha, Avinash Lokhande, Saurabh Suradhaniwar
Gaussian process based spatial modeling of soil moisture for dense soil moisture sensing network. Agro-Geoinformatics (2017)
Suryakant A. Sawant, Surya S. Durbha, Jagarlapudi Adinarayana
Interoperable agro-meteorological observation and analysis platform for precision agriculture: A case study in citrus crop water requirement estimation. Comput. Electron. Agric. 138 (2017)
Saurabh Suradhanwiar, Surya S. Durbha, J. Adinarayana
Energy optimization in wireless sensor networks using duty-cycling approach. Agro-Geoinformatics (2017)
Kuldeep R. Kurte, Surya S. Durbha, Roger L. King, Nicolas H. Younan, Abhishek V. Potnis
A spatio-temporal ontological model for flood disaster monitoring. IGARSS (2017)
Kuldeep R. Kurte, Ujwala M. Bhangale, Surya S. Durbha, Roger L. King, Nicolas H. Younan
Accelerating Big Data processing chain in Image Information Mining using a hybrid HPC approach. IGARSS (2016)
Ujwala Bharambe, Surya S. Durbha, Roger L. King, Nicolas H. Younan, Kuldeep R. Kurte
Use of geo-ontology matching to measure the degree of interoperability. IGARSS (2016)
Pankaj H. Randhe, Surya S. Durbha, Nicolas H. Younan
Embedded high performance computing for on-board hyperspectral image classification. WHISPERS (2016)
Ujwala M. Bhangale, Kuldeep R. Kurte, Surya S. Durbha, Roger L. King, Nicolas H. Younan
Big data processing using hpc for remote sensing disaster data. IGARSS (2016)
Abhishek Potnis, Surya S. Durbha
Exploring Visualization of Geospatial Ontologies using Cesium. VOILA@ISWC (2016)
Kuldeep R. Kurte, Surya S. Durbha
Spatio-Temporal Ontology for Change Analysis of Flood Affected Areas Using Remote Sensing Images. JOWO@FOIS (2016)
Ujwala M. Bhangale, Surya S. Durbha
High performance SIFT features clustering of VHR satellite images for disaster management. WCI (2015)
Prakash Andugula, Surya S. Durbha
Post-Disaster image analysis using domain adaptation. IGARSS (2015)
Ujwala M. Bhangale, Surya S. Durbha
High performance SIFT feature classification of VHR satellite imagery for disaster management. IGARSS (2014)
Suryakant A. Sawant, Jagarlapudi Adinarayana, Surya S. Durbha
KrishiSense: A semantically aware web enabled wireless sensor network system for precision agriculture applications. IGARSS (2014)
Ujwala Bharambe, Surya S. Durbha
Analogy based similarity mining for geo-ontology matching. IGARSS (2014)
Kuldeep R. Kurte, Surya S. Durbha
High resolution disaster data clustering using Graphics Processing Units. IGARSS (2013)
Prakash Andugula, Surya S. Durbha, Roger L. King, Nicolas H. Younan
Domain adaptation approach for classification of high resolution post-disaster data. IGARSS (2013)
Ujwala Bharambe, Surya S. Durbha, Kuldeep R. Kurte, Nicolas H. Younan, Roger L. King
Pareto optimization for multiobjective matching of geospatial ontologies. IGARSS (2013)
Ujwala M. Bhangale, Surya S. Durbha
Cloud detection in satellite imagery using graphics processing units. IGARSS (2013)
Balakrishna Gokaraju, Surya S. Durbha, Roger L. King, Nicolas H. Younan
Ensemble Methodology Using Multistage Learning for Improved Detection of Harmful Algal Blooms. IEEE Geosci. Remote. Sens. Lett. 9 (5) (2012)
Vrushali M. Patil, Surya S. Durbha, J. Adinarayana
Standards-based sensor web for agro-informatics applications. IGARSS (2012)
Ujwala Bharambe, Surya S. Durbha, Roger L. King
Geospatial ontologies matching: An information theoretic approach. IGARSS (2012)
Balakrishna Gokaraju, Surya S. Durbha, Roger L. King, Nicolas H. Younan
A Machine Learning Based Spatio-Temporal Data Mining Approach for Detection of Harmful Algal Blooms in the Gulf of Mexico. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 4 (3) (2011)
Balakrishna Gokaraju, Surya S. Durbha, Roger L. King, Nicolas H. Younan
Comprehensive performance analysis of Spatio-Temporal Data Mining approach on multi-temporal coastal remote sensing datasets. IGARSS (2011)
Surya S. Durbha, Roger L. King, Nicolas H. Younan
Evaluating transfer learning approaches for image information mining applications. IGARSS (2011)
Surya S. Durbha, Roger L. King, Santhosh K. Amanchi, Shruthi Bheemireddy, Nicolas H. Younan
Standards-Based Middleware and Tools for Coastal Sensor Web Applications. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 3 (4-1) (2010)
Balakrishna Gokaraju, Surya S. Durbha, Roger L. King, Nicolas H. Younan
AN improved ensemble appraoch with Probabilistic Neural Network-Combinational algorithm. IGARSS (2010)
Vijay P. Shah, Nicolas H. Younan, Surya S. Durbha, Roger L. King
Feature Identification via a Combined ICA-Wavelet Method for Image Information Mining. IEEE Geosci. Remote. Sens. Lett. 7 (1) (2010)
Surya S. Durbha, Roger L. King, Nicolas H. Younan
Wrapper-Based Feature Subset Selection for Rapid Image Information Mining. IEEE Geosci. Remote. Sens. Lett. 7 (1) (2010)
Surya S. Durbha, Roger L. King, Vijay P. Shah, Nicolas H. Younan
A framework for semantic reconciliation of disparate earth observation thematic data. Comput. Geosci. 35 (4) (2009)
Santhosh K. Amanchi, Surya S. Durbha, Roger L. King, Shruthi Bheemireddy, Nicolas H. Younan
Mobile Computing and Sensor Web Services for Coastal Buoys. IGARSS (5) (2009)
Surya S. Durbha, Roger L. King, Santhosh K. Amanchi, Shruthi Bheemireddy, Nicolas H. Younan
Information Services and Middleware for the Coastal Sensor Web. ICDM Workshops (2009)
Shruthi Bheemireddy, Surya S. Durbha, Roger L. King, Santhosh K. Amanchi, Nicolas H. Younan
An Ontology Merging Tool to Facilitate Interoperability between Coastalsensor Networks. IGARSS (5) (2009)
Balakrishna Gokaraju, Surya S. Durbha, Roger L. King, Nicolas H. Younan
Sensor Web and Data Mining Approaches for Harmful Algal Bloom Detection and Monitoring in the Gulf of Mexico Region. IGARSS (3) (2009)
Surya S. Durbha, Roger L. King, Balakrishna Gokaraju, Nicolas H. Younan
A Proposal for the Standardization of Image Information Mining Systems via OGC Web Services Framework. IGARSS (3) (2008)
Surya S. Durbha, Roger L. King, Nicolas H. Younan
An Information Semantics Approach for Knowledge Management and Interoperability for the Global Earth Observation System of Systems. IEEE Syst. J. 2 (3) (2008)
Surya S. Durbha, Roger L. King, Nicolas H. Younan, Santosh A. Rajender, Shruthi Bheemireddy
Standards-Based Coastal Sensor Web. ICDM Workshops (2008)
Vijay P. Shah, Nicolas H. Younan, Surya S. Durbha, Roger L. King
A Systematic Approach to Wavelet-Decomposition-Level Selection for Image Information Mining From Geospatial Data Archives. IEEE Trans. Geosci. Remote. Sens. 45 (4) (2007)
Vijay P. Shah, Nicolas H. Younan, Surya S. Durbha, Roger L. King
Application of the contourlet transform for image information mining in earth observation data archives. IGARSS (2007)
Vijay P. Shah, Nicolas H. Younan, Surya S. Durbha, Roger L. King
Image information mining from geospatial archives based on a combination of the wavelet transform and Fourier phase descriptor. Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security (2007)
Surya S. Durbha, Roger L. King, Vijay P. Shah, Nicolas H. Younan
Image information mining for coastal disaster management. IGARSS (2007)
Surya S. Durbha, Roger L. King, Vijay P. Shah, Nicolas H. Younan
Semantics-Enabled Knowledge Management for Global Earth Observation System of Systems. IGARSS (2006)
Vijay P. Shah, Surya S. Durbha, Nicolas H. Younan, Roger L. King
Coalescing ICA and Wavelets Coefficients for Image Information Mining in Earth Observation Data Archives. IGARSS (2006)
Surya S. Durbha, Roger L. King, Nicolas H. Younan
Semantics driven framework for coastal zones. IGARSS (2005)
Vijay P. Shah, Nicolas H. Younan, Surya S. Durbha, Roger L. King
Wavelet features for information mining in remote sensing archives. IGARSS (2005)
Surya S. Durbha, Roger L. King
Semantics-enabled framework for knowledge discovery from Earth observation data archives. IEEE Trans. Geosci. Remote. Sens. 43 (11) (2005)
Surya S. Durbha, Roger L. King
Interoperability in costal zone monitoring systems: resolving semantic heterogeneities through ontology driven middleware. IGARSS (2005)
Surya S. Durbha, Roger L. King
Knowledge mining in Earth observation data archives: a domain ontology perspective. IGARSS (2004)
Surya S. Durbha, Roger L. King, Louis Wasson, Pushkar S. Pradhan
Virtual remote sensing: a holistic modeling approach. IGARSS (2002)