Title :
Turning a ToF camera into an illumination tester: Multichannel waveform recovery from few measurements using compressed sensing
Author :
Heredia Conde, M. ; Hartmann, K. ; Loffeld, O.
Author_Institution :
Center for Sensorsystems (ZESS), Univ. of Siegen, Siegen, Germany
Abstract :
A critical element of any Time-of-Flight (ToF) 3D imaging system is the illumination. Most commercial solutions are restricted to short range indoor operation and use simple illumination setups of single or few LEDs, grouped together. Recent developments towards medium and long range ToF imaging, ready for outdoor operation, bring the need for powerful illumination setups, constituted by many emitters, which might be grouped in distributed modules. Provided that the depth accuracy of ToF cameras strongly depends on the quality of the illumination waveform, assuring that a complex illumination system is providing a homogeneous in-phase wavefront is of capital importance to minimize systematic inaccuracies. In this work we present a novel framework for multichannel simultaneous testing of illumination waveforms, which is able to recover the waveform of the incident light on each pixel of a ToF camera, exploiting the sparsity of typical continuous wave (CW) illumination signals in frequency domain.
Keywords :
cameras; compressed sensing; stereo image processing; Time-of-Flight 3D imaging system; ToF camera; compressed sensing; continuous wave illumination signals; homogeneous in-phase wavefront; illumination tester; multichannel waveform recovery; outdoor operation; short range indoor operation; Cameras; Correlation; Discrete cosine transforms; Lighting; Mathematical model; Sensors; Compressed Sensing; Time-of-Flight; depth imaging; illumination; signal recovery;
Conference_Titel :
3D Imaging (IC3D), 2014 International Conference on
Conference_Location :
Liege
DOI :
10.1109/IC3D.2014.7032582