3D to 2D bijection for spherical objects under equidistant fisheye projection

被引:9
作者
Ahmad, Aamir [1 ]
Xavier, Joao [1 ]
Santos-Victor, Jose [1 ]
Lima, Pedro [1 ]
机构
[1] Inst Super Tecn, Inst Syst & Robot, Lisbon, Portugal
关键词
Equidistant projection; Fisheye lens; Spherical object detection; Omnidirectional vision; 3D detection; TRACKING;
D O I
10.1016/j.cviu.2014.04.004
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The core problem addressed in this article is the 3D position detection of a spherical object of known-radius in a single image frame, obtained by a dioptric vision system consisting of only one fisheye lens camera that follows equidistant projection model. The central contribution is a bijection principle between a known-radius spherical object's 3D world position and its 2D projected image curve, that we prove, thus establishing that for every possible 3D world position of the spherical object, there exists a unique curve on the image plane if the object is projected through a fisheye lens that follows equidistant projection model. Additionally, we present a setup for the experimental verification of the principle's correctness. In previously published works we have applied this principle to detect and subsequently track a known-radius spherical object. (C) 2014 Elsevier Inc. All rights reserved.
引用
收藏
页码:172 / 183
页数:12
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