CS-ToF: High-resolution compressive time-of-flight imaging

被引:41
作者
Li, Fengqiang [1 ]
Chen, Huaijin [2 ]
Pediredla, Adithya [2 ]
Yeh, Chiakai [1 ]
He, Kuan [1 ]
Veeraraghavan, Ashok [2 ]
Cossairt, Oliver [1 ]
机构
[1] Northwestern Univ, Dept Elect Engn & Comp Sci, 2145 Sheridan Rd, Evanston, IL 60208 USA
[2] Rice Univ, Dept Eletr & Comp Engn, 6100 Main St, Houston, TX 77005 USA
基金
美国国家科学基金会;
关键词
RANGE;
D O I
10.1364/OE.25.031096
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Three-dimensional imaging using Time-of-flight (ToF) sensors is rapidly gaining widespread adoption in many applications due to their cost effectiveness, simplicity, and compact size. However, the current generation of ToF cameras suffers from low spatial resolution due to physical fabrication limitations. In this paper, we propose CS-ToF, an imaging architecture to achieve high spatial resolution ToF imaging via optical multiplexing and compressive sensing. Our approach is based on the observation that, while depth is non-linearly related to ToF pixel measurements, a phasor representation of captured images results in a linear image formation model. We utilize this property to develop a CS-based technique that is used to recover high resolution 3D images. Based on the proposed architecture, we developed a prototype 1-megapixel compressive ToF camera that achieves as much as 4 x improvement in spatial resolution and 3 improvement for natural scenes. We believe that our proposed CS-ToF architecture provides x a simple and low-cost solution to improve the spatial resolution of ToF and related sensors. (C) 2017 Optical Society of America
引用
收藏
页码:31096 / 31110
页数:15
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