Jaya Sreevalsan-Nair

Orcid: 0000-0001-6333-4161

According to our database1, Jaya Sreevalsan-Nair authored at least 44 papers between 2002 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Multispectral data mining: A focus on remote sensing satellite images.
WIREs Data. Mining. Knowl. Discov., 2024

CMA: An End-to-End System for Reverse Engineering Choropleth Map Images.
IEEE Geosci. Remote. Sens. Lett., 2024

Scaling Up Study Area Size in Flood Susceptibility Mapping.
Proceedings of the IGARSS 2024, 2024

SuP-SLiP: Subsampled Processing of Large-scale Static LIDAR Point Clouds.
Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Searching and Mining Large Collections of Geospatial Data, 2024

2023
A Methodology for Integrating Population Health Surveys Using Spatial Statistics and Visualizations for Cross-Sectional Analysis.
SN Comput. Sci., May, 2023

On Metavisualization and Properties of Visualization.
Proceedings of the 18th International Joint Conference on Computer Vision, 2023

EyeExplore: An Interactive Visualization Tool for Eye-Tracking Data for Novel Stimulus-based Analysis.
Proceedings of the 2023 Symposium on Eye Tracking Research and Applications, 2023

2022
BarChartAnalyzer: Data Extraction and Summarization of Bar Charts from Images.
SN Comput. Sci., 2022

Adaptive Multiscale Feature Extraction in a Distributed System for Semantic Classification of Airborne LiDAR Point Clouds.
IEEE Geosci. Remote. Sens. Lett., 2022

Composition of Geospatial Visualizations for Scale-aware Views of Multiple Outcome Variables in Population Surveys.
Proceedings of the 26th International Conference Information Visualisation, 2022

ACCirO: A System for Analyzing and Digitizing Images of Charts with Circular Objects.
Proceedings of the Computational Science - ICCS 2022, 2022

CAP-DSDN: Node Co-association Prediction in Communities in Dynamic Sparse Directed Networks and a Case Study of Migration Flow.
Proceedings of the 14th International Joint Conference on Knowledge Discovery, 2022

Evaluating and Improving RoSELS for Road Surface Extraction from 3D Automotive LiDAR Point Cloud Sequences.
Proceedings of the Deep Learning Theory and Applications - Third International Conference, 2022

RoSELS: Road Surface Extraction for 3D Automotive LiDAR Point Cloud Sequence.
Proceedings of the 3rd International Conference on Deep Learning Theory and Applications, 2022

2021
Building 3D Virtual Worlds from Monocular Images of Urban Road Traffic Scenes.
Proceedings of the Advances in Visual Computing - 16th International Symposium, 2021

BarChartAnalyzer: Digitizing Images of Bar Charts.
Proceedings of the International Conference on Image Processing and Vision Engineering, 2021

A Distributed System for Optimal Scale Feature Extraction and Semantic Classification of Large-Scale Airborne LiDAR Point Clouds.
Proceedings of the Distributed Computing and Internet Technology, 2021

ScatterPlotAnalyzer: Digitizing Images of Charts Using Tensor-Based Computational Model.
Proceedings of the Computational Science - ICCS 2021, 2021

Integrating Population Surveys using Spatial Visual Analytics: A Case Study on Nutrition and Health Indicators of Children under Five in India.
Proceedings of the 7th International Conference on Geographical Information Systems Theory, 2021

HCNM: Heterogeneous Correlation Network Model for Multi-level Integrative Study of Multi-omics Data for Cancer Subtype Prediction.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

IMGD: Image-based Multiscale Global Descriptors of Airborne LiDAR Point Clouds Used for Comparative Analysis.
Proceedings of the Italian Chapter Conference 2021, 2021

2020
Tensor Fields for Data Extraction from Chart Images: Bar Charts and Scatter Plots.
CoRR, 2020

Augmented Semantic Signatures of Airborne LiDAR Point Clouds for Determining Change in Time-varying Data.
CoRR, 2020

Influence of Aleatoric Uncertainty on Semantic Classification of Airborne Lidar Point Clouds: A Case Study with Random Forest Classifier Using Multiscale Features.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

A Multiscale Consensus Method Using Factor Analysis to Extract Modular Regions in the Functional Brain Network.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019
HIPC 2019 Women in Computing Workshop.
Proceedings of the 26th International Conference on High Performance Computing, 2019

2018
Contour Extraction in Buildings in Airborne LiDAR Point Clouds Using Multiscale Local Geometric Descriptors and Visual Analytics.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Design Study for Creating Pathfinder: A Visualization Tool for Generating Software Test Plans using Model based Testing.
Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

2017
Using gradients and tensor voting in 3D local geometric descriptors for feature detection in airborne lidar point clouds in urban regions.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

NodeTrix-CommunityHierarchy: Techniques for Finding Hierarchical Communities for Visual Analytics of Small-world Networks.
Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 3: IVAPP, Porto, Portugal, February 27, 2017

2016
NodeTrix-Multiplex: Visual Analytics of Multiplex Small World Networks.
Proceedings of the Complex Networks & Their Applications V - Proceedings of the 5th International Workshop on Complex Networks and their Applications (COMPLEX NETWORKS 2016), Milan, Italy, November 30, 2016

2015
An interactive visual analytic tool for semantic classification of 3D urban LiDAR point cloud.
Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015

2014
Remote Interactive Visualization of Parallel Implementation of Structural Feature Extraction of Three-dimensional Lidar Point Cloud.
Proceedings of the Big Data Analytics - Third International Conference, 2014

2013
Visualization of Small World Networks Using Similarity Matrices.
Proceedings of the Big Data Analytics - Second International Conference, 2013

2012
Isosurface Extraction from Hybrid Unstructured Grids Containing Pentahedral Elements.
Proceedings of the GRAPP & IVAPP 2012: Proceedings of the International Conference on Computer Graphics Theory and Applications and International Conference on Information Visualization Theory and Applications, 2012

2011
2D Tensor Field Segmentation.
Proceedings of the Scientific Visualization: Interactions, Features, Metaphors, 2011

Eigenvector-based Interpolation and Segmentation of 2D Tensor Fields.
Proceedings of the Topological Methods in Data Analysis and Visualization, 2011

2010
Tensor Field Reconstruction Based on Eigenvector and Eigenvalue Interpolation.
Proceedings of the Scientific Visualization: Advanced Concepts, 2010

2009
Visual Representation of Multiple Associations in Data using Constrained Graph Layout.
Proceedings of the EG UK Theory and Practice of Computer Graphics, 2009

2007
Topologically Accurate Dual Isosurfacing Using Ray Intersection.
J. Virtual Real. Broadcast., 2007

An interactive visual exploration tool for Northern California's water-monitoring network.
Proceedings of the Visualization and Data Analysis 2007, 2007

Human-Guided Enhancement of a Stochastic Local Search: Visualization and Adjustment of 3D Pheromone.
Proceedings of the Engineering Stochastic Local Search Algorithms. Designing, 2007

2006
Using ray intersection for dual isosurfacing.
Proceedings of the GRAPP 2006: Proceedings of the First International Conference on Computer Graphics Theory and Applications, 2006

2002
Physics-based feature mining for large data exploration.
Comput. Sci. Eng., 2002


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