event-based slam at slamcore - davide scaramuzzarpg.ifi.uzh.ch/docs/icra17workshop/slamcore.pdf ·...
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![Page 1: Event-Based SLAM at Slamcore - Davide Scaramuzzarpg.ifi.uzh.ch/docs/ICRA17workshop/Slamcore.pdf · 2017-06-12 · Enabling Robotic, AR and VR Systems Slamcore Limited | contact@slamcore.com](https://reader035.vdocument.in/reader035/viewer/2022062602/5ece2cfcee11c142a623dc48/html5/thumbnails/1.jpg)
Slamcore Limitedwww.slamcore.com | [email protected]
Enabling Robotic, AR and VR Systems
Event-Based SLAM at Slamcore
2nd June 2017
![Page 2: Event-Based SLAM at Slamcore - Davide Scaramuzzarpg.ifi.uzh.ch/docs/ICRA17workshop/Slamcore.pdf · 2017-06-12 · Enabling Robotic, AR and VR Systems Slamcore Limited | contact@slamcore.com](https://reader035.vdocument.in/reader035/viewer/2022062602/5ece2cfcee11c142a623dc48/html5/thumbnails/2.jpg)
Enabling Robotic, AR and VR Systems
Slamcore Limitedwww.slamcore.com | [email protected]
2
Spinout with Seed Funding
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Enabling Robotic, AR and VR Systems
Slamcore Limitedwww.slamcore.com | [email protected]
3
Owen NicholsonChief Executive Officer
Specialist in early stage R&D, innovation and Project
Management
Over 10 yrs related industrial experience
Dr Stefan LeuteneggerChief Technology Officer
Lecturer in Robot Vision at Imperial College London
Co-inventor of BRISK and OKVIS
over 30 publications and 1,700 citations, 4 patents
Jacek ZienkiewiczVP Engineering and
Product
PhD project: “Dense vision for mobile robot guidance”
Co-inventor of Multi-scale Monocular Fusion
over 5 yrs related industrial experience, 2 patents
Hanme KimVP Future Technologies
PhD project: “Visual SLAM with an event camera”
Co-inventor of ETAM 2D and ETAM 3D
over 12 yrs related industrial experience
Prof. Andrew DavisonChief Scientist
Professor in Robot Vision at Imperial College London
Co-inventor of MonoSLAM, DTAM, KinectFusion and
SLAM++
120 publications, over 13,000 citations, 4 patents
Founding Team
![Page 4: Event-Based SLAM at Slamcore - Davide Scaramuzzarpg.ifi.uzh.ch/docs/ICRA17workshop/Slamcore.pdf · 2017-06-12 · Enabling Robotic, AR and VR Systems Slamcore Limited | contact@slamcore.com](https://reader035.vdocument.in/reader035/viewer/2022062602/5ece2cfcee11c142a623dc48/html5/thumbnails/4.jpg)
Enabling Robotic, AR and VR Systems
Slamcore Limitedwww.slamcore.com | [email protected]
4
Where am I in the world?
What does my world look like?
Simultaneous Localisation And Mapping
![Page 5: Event-Based SLAM at Slamcore - Davide Scaramuzzarpg.ifi.uzh.ch/docs/ICRA17workshop/Slamcore.pdf · 2017-06-12 · Enabling Robotic, AR and VR Systems Slamcore Limited | contact@slamcore.com](https://reader035.vdocument.in/reader035/viewer/2022062602/5ece2cfcee11c142a623dc48/html5/thumbnails/5.jpg)
Enabling Robotic, AR and VR Systems
Slamcore Limitedwww.slamcore.com | [email protected]
5
Fundamental Technical Challenges
![Page 6: Event-Based SLAM at Slamcore - Davide Scaramuzzarpg.ifi.uzh.ch/docs/ICRA17workshop/Slamcore.pdf · 2017-06-12 · Enabling Robotic, AR and VR Systems Slamcore Limited | contact@slamcore.com](https://reader035.vdocument.in/reader035/viewer/2022062602/5ece2cfcee11c142a623dc48/html5/thumbnails/6.jpg)
Enabling Robotic, AR and VR Systems
Slamcore Limitedwww.slamcore.com | [email protected]
6
Three Key Elements of SLAM Systems
Where am I in the world?
What does my world look like?
Sensors Processors Algorithms
![Page 7: Event-Based SLAM at Slamcore - Davide Scaramuzzarpg.ifi.uzh.ch/docs/ICRA17workshop/Slamcore.pdf · 2017-06-12 · Enabling Robotic, AR and VR Systems Slamcore Limited | contact@slamcore.com](https://reader035.vdocument.in/reader035/viewer/2022062602/5ece2cfcee11c142a623dc48/html5/thumbnails/7.jpg)
Enabling Robotic, AR and VR Systems
Slamcore Limitedwww.slamcore.com | [email protected]
7
Our Approach
existing newSensors
exis
ting
new
Pro
cess
ors
1
Core SLAM- modular SLAM system- utilising traditional and near-term novel sensors and processors
1
2
Event-Based SLAM- complementary sensor- eventually becomes module within Core SLAM
2
3
Ultimate SLAM- running on compact and low power platforms- integrate sensors, processors and algorithms closely together
3
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Enabling Robotic, AR and VR Systems
Slamcore Limitedwww.slamcore.com | [email protected]
8
Event-Based SLAM
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Enabling Robotic, AR and VR Systems
Slamcore Limitedwww.slamcore.com | [email protected]
9
The Potential of Event Cameras
High Measurement Rate
Low Latency
High Dynamic Range
Low Power Consumption
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Enabling Robotic, AR and VR Systems
Slamcore Limitedwww.slamcore.com | [email protected]
12
Highlights
rapid motion high dynamic range
reconstruction standard camera reconstruction standard camera
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Enabling Robotic, AR and VR Systems
Slamcore Limitedwww.slamcore.com | [email protected]
14
The Potential of Intensity Reconstruction
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Enabling Robotic, AR and VR Systems
Slamcore Limitedwww.slamcore.com | [email protected]
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For more about us and our technologies,please visit www.slamcore.com or
contact us at [email protected]
Please visit www.slamcore.com/job-opportunities orcontact us at [email protected]
to join our team