A Flexible Real-Time Stereo Vision Architecture for Multiple Data Streams with Runtime Configurable Parameters

被引:0
|
作者
Meng, Zhaoteng [1 ,2 ]
Shu, Lin [1 ,3 ]
Hao, Jie [1 ,3 ]
机构
[1] Chinese Acad Sci, Inst Automat, Beijing, Peoples R China
[2] Univ Chinese Acad Sci, Beijing, Peoples R China
[3] Guangdong Inst Artificial Intelligence & Adv Comp, Guangzhou, Peoples R China
来源
2022 32ND INTERNATIONAL CONFERENCE ON FIELD-PROGRAMMABLE LOGIC AND APPLICATIONS, FPL | 2022年
关键词
stereo vision; stereo matching; real-time; reconfigurable architecture; SAD; FPGA; multiple-data-stream; HARDWARE; SYSTEM;
D O I
10.1109/FPL57034.2022.00024
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
It is significant for a stereo vision real-time computing system to flexibly adapt to different parameters of stereo matching without re-customizing hardwares. In this paper, a configurable pipelined hardware architecture based on the sum of absolute differences (SAD) algorithm is proposed. We split the SAD calculation into two parts to accommodate pipelined computing. The architecture can be configured with different resolutions, window sizes, and disparity levels without stopping and restarting. In addition, it can be configured as a multiple-data-stream mode and we have developed a configuration generation algorithm for the mode. The presented architecture is synthesized and implemented on a Xilinx ZCU104 board. The evaluation results demonstrate that the real-time computing of 480P, 720P, and 1080P video streams can be process at 250MHz with the peak computing performance of 480P/784fps at the disparity level of 125. It uses 60% LUTs, 34% registers, and 39% BRAM, producing flexible configurability and superior computing performance than the other similar work.
引用
收藏
页码:86 / 93
页数:8
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