Three-Dimensional Cubic Barcodes

被引:0
|
作者
Elhami, Golnoosh [1 ]
Scholefield, Adam [1 ,2 ]
Vetterli, Martin [1 ]
机构
[1] Ecole Polytech Fed Lausanne EPFL, Sch Comp & Commun Sci, CH-1015 Lausanne, Switzerland
[2] We Play Sport, CH-1005 Lausanne, Switzerland
基金
瑞士国家科学基金会;
关键词
Attenuation; X-rays; Image color analysis; Image coding; Shape; Reconstruction algorithms; Laser beams; Rectangular cuboid barcodes; cubic barcode; Reed-Solomon; parallel-beam scanner; cone-beam scanner; orthogonal projection; central projection; noise robustness; CODES;
D O I
10.1109/TIP.2021.3120049
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We consider three-dimensional cubic barcodes, consisting of smaller cubes, each built from one of two possible materials and carry one bit of information. To retrieve the information stored in the barcode, we measure a 2D projection of the barcode using a penetrating wave such as X-rays, either using parallel-beam or cone-beam scanners from an unknown direction. We derive a theoretical representation of this scanning process and show that for a known barcode pose with respect to the scanner, the projection operator is linear and can be easily inverted. Moreover, we provide a method to estimate the unknown pose of the barcode from a single 2D scan. We also propose coding schemes to correct errors and ambiguities in the reconstruction process. Finally, we test our designed barcode and reconstruction algorithms with several simulations, as well as a real-world barcode acquired with an X-ray cone-beam scanner, as a proof of concept.
引用
收藏
页码:3166 / 3181
页数:16
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