Title :
Simultaneous Multichannel Waveform Recovery of Illumination Signals Using Compressed Sensing
Author :
Heredia Conde, Miguel ; Hartmann, Klaus ; Loffeld, Otmar
Author_Institution :
Center for Sensor Syst., 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 toward 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 letter, 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 illumination signals in frequency domain.
Keywords :
compressed sensing; image resolution; image sensors; light emitting diodes; lighting; LED; ToF camera; complex illumination system; compressed sensing; continuous wave illumination signals; distributed modules; illumination waveform quality; long range ToF imaging; medium range ToF imaging; multichannel simultaneous testing; short range indoor operation; simultaneous multichannel waveform recovery; time-of-flight 3D imaging system; Cameras; Correlation; Lighting; Mathematical model; Sensors; Three-dimensional displays; Compressed Sensing; Compressed sensing; Time-of-Flight; depth imaging; depth imaging, illumination; illumination; signal recovery; time-of-fight;
Journal_Title :
Photonics Technology Letters, IEEE
DOI :
10.1109/LPT.2014.2377021