Full-field OCT technique for high speed event-based optical flow and particle tracking
Author(s) -
Xavier Berthelon,
Guillaume Chènegros,
Nicolas Libert,
JoséAlain Sahel,
Kate Grieve,
Ryad Benosman
Publication year - 2017
Publication title -
optics express
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.394
H-Index - 271
ISSN - 1094-4087
DOI - 10.1364/oe.25.012611
Subject(s) - computer science , optical coherence tomography , computation , tracking (education) , pixel , optics , optical flow , temporal resolution , computer vision , asynchronous communication , event (particle physics) , coherence (philosophical gambling strategy) , image resolution , artificial intelligence , physics , algorithm , image (mathematics) , telecommunications , psychology , pedagogy , quantum mechanics
This article introduces a method to extract the speed and density of microparticles in real time at several kHz using an asynchronous event-based camera mounted on a full-field optical coherence tomography (FF-OCT) setup. These cameras detect significant amplitude changes, allowing scene-driven acquisitions. They are composed of an array of autonomously operating pixels. Events are triggered when an illuminance change at the pixel level is significant at 1μs time precision. The event-driven FF-OCT algorithm relies on a time-based optical flow computation to operate directly on incoming events and updates the estimation of velocity, direction and density while reducing both computation and data load. We show that for fast moving microparticles in a range of 0.4 - 6.5mm/s, the method performs faster and more efficiently than existing techniques in real time. The target application of this work is to evaluate erythrocyte dynamics at the microvascular level in vivo with a high temporal resolution.
Accelerating Research
Robert Robinson Avenue,
Oxford Science Park, Oxford
OX4 4GP, United Kingdom
Address
John Eccles HouseRobert Robinson Avenue,
Oxford Science Park, Oxford
OX4 4GP, United Kingdom