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