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Video-rate calculation of depth from defocus on a FPGA.

Authors :
Joseph Raj, Alex Noel
Staunton, Richard C.
Source :
Journal of Real-Time Image Processing; Feb2018, Vol. 14 Issue 2, p469-480, 12p
Publication Year :
2018

Abstract

Depth from defocus is a ranging method that provides depth estimation at every pixel in an image. It uses a pair of defocused images from a conventional monocular camera. To enable video-rate processing, which is important for industrial applications, an established algorithm was implemented on a field programmable gate array (FPGA). A bifurcating pipeline of 2-D filters provided the depth calculation. Multiplier and SRAM facilities on the FPGA were utilised efficiently by exploiting the filter symmetry. The coefficient and data bit-widths were limited to improve efficiency. The results compared favourably with the full width calculation. Range images were processed within 14 ms. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
18618200
Volume :
14
Issue :
2
Database :
Complementary Index
Journal :
Journal of Real-Time Image Processing
Publication Type :
Academic Journal
Accession number :
128548097
Full Text :
https://doi.org/10.1007/s11554-014-0480-4