DocumentCode :
438724
Title :
Why I want a gradient camera
Author :
Tumblin, Jack ; Agrawal, Amit ; Raskar, Ramesh
Author_Institution :
Northwestern Univ., Chicago, IL, USA
Volume :
1
fYear :
2005
fDate :
20-25 June 2005
Firstpage :
103
Abstract :
We propose a camera that measures static gradients instead of static intensities. Quantizing sensed intensity differences between adjacent pixel values permits an ordinary A/D converter to measure detailed high contrast (HDR) scenes. We measure alternating ´cliques´ of sensors (small groups) that locally determine their own best exposure, and reconstruct the image using a Poisson solver. This intrinsically differential design suppresses common-mode noise, hides and smoothes quantization, and can correct for its own saturated sensors. Simulations demonstrate these capabilities in side-by-side comparisons.
Keywords :
cameras; image denoising; image reconstruction; smoothing methods; stochastic processes; Poisson solver; gradient camera; image reconstruction; static gradients measurement; CMOS image sensors; Digital cameras; Dynamic range; Error correction; Image edge detection; Image reconstruction; Layout; Lifting equipment; Quantization; Retina;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Vision and Pattern Recognition, 2005. CVPR 2005. IEEE Computer Society Conference on
ISSN :
1063-6919
Print_ISBN :
0-7695-2372-2
Type :
conf
DOI :
10.1109/CVPR.2005.374
Filename :
1467255
Link To Document :
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