Real-Time Textureless-Region Tolerant High-Resolution Depth Estimation System

被引:0
|
作者
Demir, Bilal [1 ]
Thiran, Jean-Philippe [1 ]
Leblebici, Yusuf [1 ]
机构
[1] Ecole Polytech Fed Lausanne EPFL, Lausanne, Switzerland
关键词
Real-time; trinocular disparity estimation; depth estimation; textureless-region depth noise; stereo vision; hardware system; embedded; FPGA; DISPARITY ESTIMATION;
D O I
10.1109/DSD.2019.00020
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This study presents a real-time depth estimation hardware system aiming to provide high-resolution depth data and to eliminate its noise on textureless regions without causing any interference problem by utilizing artificial pattern projection. The system generates up to 2K resolution depth data and reaches up to 256 disparity range which are configurable by the end-user owing to its parameterized design. It is capable of streaming depth data with 21 frames per second (fps) with 2K resolution and 128 pixel disparity range, and its throughput performance changes depending on configuration of the output resolution and the disparity range.
引用
收藏
页码:69 / 73
页数:5
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