Title :
Real-Time Distance-Dependent Mapping for a Hybrid ToF Multi-Camera Rig
Author :
Garcia, Frederic ; Aouada, Djamila ; Mirbach, Bruno ; Ottersten, Björn
Author_Institution :
Interdisciplinary Centre for Security, Reliability and Trust, University of Luxembourg,
Abstract :
We propose a real-time mapping procedure for data matching to deal with hybrid time-of-flight (ToF) multi-camera rig data fusion. Our approach takes advantage of the depth information provided by the ToF camera to calculate the distance-dependent disparity between the two cameras that constitute the system. As a consequence, the not co-centric binocular system behaves as a co-centric system with co-linear optical axes between their sensors. The association between mapped and non-mapped image coordinates can be described by a set of look-up tables. This, in turn, reduces the complexity of the whole process to a simple indexing step, and thus, performs in real-time. The experimental results show that in addition to being straightforward and easy to compute, our proposed data matching approach is highly accurate which facilitates further fusion operations.
Keywords :
Cameras; Image resolution; Real time systems; Robot sensing systems; Table lookup; Vectors; 3D data fusion; Data matching; mapping; multi-sensor systems; multimodal sensors; sensor fusion; time of flight (ToF);
Journal_Title :
Selected Topics in Signal Processing, IEEE Journal of
DOI :
10.1109/JSTSP.2012.2207090