Data Representation Data Visualisation Vision & AI

Data Capture & Representation

Generating high-resolution digital records of built and natural environments using cutting-edge 3D scanning, LiDAR, and photogrammetry.

Before data can be visualised or interpreted, it must be captured accurately. Our data capture research transforms messy physical reality into clean, structured digital representations — point clouds, meshes, and spatial datasets that form the foundation of everything downstream.

[ ● Data Representation ] [ Data Visualisation ] [ Vision & AI ]

Where Data Representation Fits

Data Representation ●
Data Visualisation
Vision & AI

Data capture is the foundation of the INSIGHT pipeline. Without accurate, high-resolution capture, downstream simulation and AI systems cannot achieve the fidelity required for real-world deployment.

Capture Capabilities

Hardware and processing pipelines we develop and deploy

LiDAR & 3D Scanning

Terrestrial and mobile LiDAR scanning of infrastructure, heritage sites, and industrial facilities. We process millions of data points into clean, structured point clouds ready for downstream use.

LiDARPoint CloudTLS

Photogrammetry

Structure-from-Motion and Multi-View Stereo pipelines extracting 3D geometry from overlapping 2D imagery captured by drones, ground vehicles, or handheld cameras.

SfMMVSDrone Survey

360° & Panoramic Capture

Spherical imaging systems for complete environmental documentation — enabling virtual walkthroughs and spatial analysis of confined or hazardous spaces without physical access.

360° ImagingSLAMPanoramic

Point Cloud Processing

Automated pipelines for registering, cleaning, classifying, and compressing raw scan data — reducing noise, filling gaps, and structuring outputs for BIM, simulation, and AI training.

RegistrationSegmentationData Structuring

Real-World Applications

Heritage & Cultural Documentation

Millimetre-accurate 3D records of historic buildings, archaeological sites, and cultural artefacts — creating permanent digital archives for conservation and research.

HeritageConservationBIM

Infrastructure Inspection

Drone-deployed scanning of bridges, pipelines, offshore platforms, and wind turbines — detecting structural anomalies in environments too dangerous for manual inspection.

DronesInspectionOil & Gas

Environmental Mapping

Spatial mapping of coastal erosion, flood plains, forestry, and terrain change over time using aerial and satellite-integrated LiDAR and photogrammetry workflows.

EnvironmentalGISChange Detection

Capture Projects

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Feeds Into
Data Visualisation →

Structured point clouds, meshes,
spatial datasets & imagery