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SET: Stereo Evaluation Toolbox for Combined Performance Assessment of Camera Systems, 3D Reconstruction and Visual SLAM

 
: Heide, Nina; Albrecht, Alexander; Heizmann, Michael

:

Institute of Electrical and Electronics Engineers -IEEE-:
IEEE 2nd International Conference on Information Communication and Signal Processing, ICICSP 2019 : September 28-30, 2019, Weihai, China
Piscataway, NJ: IEEE, 2019
ISBN: 978-1-7281-5102-1
ISBN: 978-1-7281-5101-4
ISBN: 978-1-7281-5103-8
pp.352-356
International Conference on Information Communication and Signal Processing (ICICSP) <2, 2019, Weihai>
Bundesministerium für Bildung und Forschung BMBF (Deutschland)
ROBDEKON
Robotic Systems for Decontamination in Hazardous Environments
English
Conference Paper
Fraunhofer IOSB ()
stereo image processing; camera algorithm benchmark; visual SLAM; evaluation toolbox

Abstract
Evaluating stereo reconstruction algorithms regardless of camera system and application environment is not sufficient to rate the overall performance of a stereo system. To overcome this the Stereo Evaluation Toolbox (SET) proposes a well-founded selection and comparison approach for stereo systems. We aim at providing one performance score evaluating the generated stereo point cloud, complementary to common benchmarks which solely evaluate stereo algorithms on provided image sets. Using images captured in the desired application environment SET measures and compares performance as interaction of modular camera-algorithm combinations inside a local application scenario. Furthermore an evaluation approach for camera-based visual simultaneous localization and mapping (SLAM) systems is presented for further analysis. We apply SET on the evaluation of different camera systems in 3D reconstruction of indoor and outdoor environments as well as on visual SLAM for person indoor navigation.

: http://publica.fraunhofer.de/documents/N-586376.html