DocumentCode
130582
Title
Miniature artificial compound eyes for optic-flow-based robotic navigation
Author
Pericet-Camara, Ramon ; Bahi-Vila, Gerard ; Lecoeur, Julien ; Floreano, Dario
Author_Institution
Lab. of Intell. Syst., Ecole Polytech. Fed. de Lausanne (EPFL), Lausanne, Switzerland
fYear
2014
fDate
7-11 July 2014
Firstpage
1
Lastpage
3
Abstract
Miniature curved artificial compound eyes (CURVACE) represent a promising tool to assist in navigation of mobile robots. In particular, they feature ideal properties for minidrones to navigate safely in indoor environments due to its panoramic field of view, high temporal resolution, on-board data processing, small size and lightweight. However, the latter limits on-board available resources significantly, including processing power. In this paper, we demonstrate optic flow extraction by means of a CURVACE prototype with on-board processing and using two different methods. First results on fast optic flow extraction with miniature artificial compound eyes are presented. On one hand, 2D optic flow is calculated on-board using a customized version of Lucas-Kanade method at 1000 optic flow vectors per second across a field of view of 180×60 degrees. As well, we demonstrate the on-board processing of 2D optic flow vectors at a rate of more than 21000 vectors per second from the full field of view as well. For this, we utilize an existing assembly language version of the I2A algorithm.
Keywords
CMOS image sensors; computer vision; mobile robots; navigation; photodetectors; 2D optic flow extraction; 2D optic flow vectors; 2D optic-flow-based robotic navigation; Lucas-Kanade method; high temporal resolution; miniature artificial compound eyes; mobile robot navigation; on-board data processing; panoramic field of view; Compounds; Navigation; Optical filters; Optical sensors; Prototypes; Robots; Vectors; artificial compound eye; flying robotics; mobile robotics; optic flow; vision-based navigation;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Optics (WIO), 2014 13th Workshop on
Conference_Location
Neuchatel
Type
conf
DOI
10.1109/WIO.2014.6933290
Filename
6933290
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