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Active Projects

Sponsored as well as otherwise

GVCL Projects

[Detailed project pages are under construction.]

Ensemble Methods for Geospatial Data

  • Big Data Framework for Distributed System for Feature Extraction and Semantic Classification of Airborne LiDAR Data
  • Local Geometric Features for Semantic Classification of Vehicle/Mobile LiDAR Data
  • Global Descriptors for Comparison of Airborne LiDAR Point Clouds
  • Uncertainty Analysis of Semantic Classification of Airborne LiDAR Data
  • Geometric Reconstruction Using Local Geometric Features of Airborne LiDAR Data
  • Flood Extent Mapping from SAR Images
  • Scaling up Flood Susceptibility Mapping from Multi-source Data
  • Multi-Hazard Susceptibility Mapping from Multi-source Data

  • Networks for Biomedical Data

  • Visualization of Unbalanced Bipartite Graphs Encountered in Biomedical Data Models
  • Consensus Clustering for Ranking Genes in Integrative Studies of Multi-omics Data from TCGA
  • Consensus Methods for Finding Communities and Cliques in Functional Connectivity Network in Human Brain in Resting-State
  • Communities in Functional Connectivity Network of Human Brain in Resting-State for Change Detection upon Treatment

  • Traffic Data Analysis

  • 3D Virtual World Reconstruction from Monocular Images from Ego-Vehicle
  • Road Geometric Reconstruction from 3D Automotive/Vehicle LiDAR Point Clouds
  • 3D Object Detection from Automotice/Vehicle LiDAR Point Clouds

  • Reverse Engineering Chart Images
  • Data Table Extraction from Images of Line Plots and Pie Charts
  • Data Table Extraction from Images of Multi-series and Multi-class Data Representation in Bar Charts and Scatter Plots
  • Second-Order Tensor Fields for Extracting Geometry from Images of Bar Charts and Scatter Plots
  • Data Table Extraction from Images of Variants of Bar Plots
  • Data Table Extraction from Images of Charts with Circular Objects (Scatter Plots, Bubble Plots, Pie Charts)
  • Data Table Extraction from Images of Sunburst Charts (Hierarchical/Tree Data)
  • Data Table Extraction from Images of Choropleths

  • Population Data

  • Sampling Techniques for Split Questionnaire Simulation of Existing Surveys
  • Statistical Analysis and Spatial Visualizations for Population Health Surveillance Using NFHS4 Data
  • Visualization Tool of Survey Data for Assessing Public Programs
  • Prediction of Co-association of Countries in Migratory Network
  • Statistical Analysis of Hospital Stay of COVID-19 Patients
  • Numerical Modeling of Recovery Rate of COVID-19 Patients

  • HCI Data

  • Data Table Extraction from Images of Line Plots and Pie Charts
  • Data Table Extraction from Images of Multi-series and Multi-class Data Representation in Bar Charts and Scatter Plots
  • Data Table Extraction from Images of Bar Charts and Scatter Plots
  • Second-Order Tensor Fields for Extracting Geometry from Images of Bar Charts and Scatter Plots
  • Summarization of Bar Charts
  • Data Extraction from Images of Sunburst Charts
  • Visual Analytics of Eye-gaze Tracking of Image Datasets

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