VLSI architecture for 4-D depth filtering
نویسندگان
چکیده
We propose the application of light field cameras and depth-selective 4-D IIR filtering to enable video surveillance, leveraging the post-capture depth-selective filtering enabled by computational photography. Novel ultralowcomplexity differential-form depth-selective 4-D IIR filter algorithms and their corresponding architectures are proposed for processing 4-D light fields. Practical results are presented for real-world video sequences, and aCMOSVLSI implementation of the arithmetic processing elements is synthesized. The architecture shows 86.66, 78.94% reduction in multipliers and adders compared to direct-form structure and delivers 26 frames/s for light fields of size 16×16×128×128.
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عنوان ژورنال:
- Signal, Image and Video Processing
دوره 9 شماره
صفحات -
تاریخ انتشار 2015