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Autonomous Reflectance Transformation Imaging by a Team of Unmanned Aerial Vehicles

Vít Krátký, Pavel Petráček, Vojtěch Spurný, Martin Saska

2020IEEE Robotics and Automation Letters19 citationsDOIOpen Access PDF

Abstract

A Reflectance Transformation Imaging technique (RTI) realized by multi-rotor Unmanned Aerial Vehicles (UAVs) with a focus on deployment in difficult to access buildings is presented in this letter. RTI is a computational photographic method that captures a surface shape and color of a subject and enables its interactive re-lighting from any direction in a software viewer, revealing details that are not visible with the naked eye. The input of RTI is a set of images captured by a static camera, each one under illumination from a different known direction. We present an innovative approach applying two multi-rotor UAVs to perform this scanning procedure in locations that are hardly accessible or even inaccessible for people. The proposed system is designed for its safe deployment within real-world scenarios in historical buildings with priceless historical value.

Topics & Concepts

Software deploymentComputer scienceComputer visionTransformation (genetics)Artificial intelligenceFocus (optics)Computer graphics (images)ReflectivitySoftwareRotor (electric)Set (abstract data type)Remote sensingEngineeringOpticsGeographyPhysicsProgramming languageGeneChemistryMechanical engineeringBiochemistryOperating systemRobotics and Sensor-Based Localization3D Surveying and Cultural HeritageAdvanced Image and Video Retrieval Techniques
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