Title :
Diffuse Imaging: Creating Optical Images With Unfocused Time-Resolved Illumination and Sensing
Author :
Kirmani, A. ; Jeelani, H. ; Montazerhodjat, V. ; Goyal, V.K.
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Massachusetts Inst. of Technol., Cambridge, MA, USA
Abstract :
Conventional imaging uses steady-state illumination and light sensing with focusing optics; variations of the light field with time are not exploited. We develop a signal processing framework for estimating the reflectance of a Lambertian planar surface in a known position using omnidirectional, time-varying illumination and unfocused, time-resolved sensing in place of traditional optical elements such as lenses and mirrors. Our model associates time sampling of the intensity of light incident at each sensor with a linear functional of . The discrete-time samples are processed to obtain -regularized estimates of . Improving on previous work, using nonimpulsive, bandlimited light sources instead of impulsive illumination significantly improves signal-to-noise ratio (SNR) and reconstruction quality. Our simulations suggest that practical diffuse imaging applications may be realized with commercially-available temporal light intensity modulators and sensors used in standard optical communication systems.
Keywords :
lenses; lighting; mirrors; optical elements; optical focusing; optical images; signal processing; Lambertian planar surface reflectance; discrete-time samples; focusing optics; impulsive illumination; light intensity modulators; light sensing; light sources; optical communication systems; optical elements; optical images; optical lenses; optical mirrors; practical diffuse imaging; signal processing framework; signal-to-noise ratio; steady-state illumination; time-resolved sensing; time-varying illumination; unfocused time-resolved illumination; Light sources; Optical imaging; Optical sensors; Optical signal processing; Reflectivity; Light transport; optical imaging; quantization; reflectance; resolution; sampling; time of flight;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2011.2174222