AutoSens in Detroit has a number of activities spanning from November 16-19 2020.
November 16 – [TBC] IEEE P2020 Working Group [off-site]
Separate registration required – contact Robert Stead for more information
Day One: November 17 – Tutorial Day, Exhibition, Roundtable Discussions, Autonomous Vehicle Demonstrations and Technology Showcase and Drinks Reception
Topics for these sessions include Modelling and Simulation, Showing that Autonomous Vehicles are Safe, CMOS and SPM basics and Image Quality.
For access to the Tutorial Day, just book an “AutoSensLEARN” ticket – Book here.
The AutoSens Exhibition opens for the week, at 4:00pm for all AutoSens attendees regardless of the ticket you hold.
Autonomous Vehicle Track Demos will begin at 3pm.
Access to the demos is included in both ticket types. Book here.
There will be a number of roundtable discussion sessions at 5pm, open to all AutoSens attendees regardless of the tickets you hold. If you would like to lead a roundtable discussion, alongside AEye, please contact us today.
The discussions that took place in 2019 were:
1. “Addressing safety with deep learning and perception developments” led by Ouster
Lidar as a critical sensing and safety modality for autonomous vehicles has resulted in a need for computer vision scientists to develop new algorithms to segment, track, and classify point clouds. Progress has been limited by the inability to apply decades of methodologies from camera-based vision due to the novel data formats that lidar output. Recent breakthroughs in lidar hardware enable camera-like imagery of both ambient and signal data in a rectilinear camera-like grid. With lidar data on a 2D grid, camera-based algorithms developed over the past decade can be applied to point cloud data, solving industry challenges in data usability and labeling, while also aiding in developing 3D point cloud and perception algorithms. These breakthroughs are key to making sure that safety is fully addressed as vehicles are given decision-making capabilities.
2. “Deconstructing Conventional LiDAR Metrics” led by AEye
How do you measure the effectiveness of an intelligent, LiDAR-based perception system for autonomous vehicles? Conventional evaluation metrics favor detect range, frame rate and resolution. However, is this the most technically appropriate criteria for measuring the unique capabilities of second generation LiDAR systems? Which metrics best align with the real-world problems facing autonomous driving? This round table will discuss new metrics for assessing the performance of LiDAR-based perception systems, exploring which criteria are the most advantageous for autonomous vehicle development.
3. “What happens when customized, high-end chip design comes to carmakers and Tier1s” led by Siemens
Join a conversation between David Fritz, Global Automotive Technology Manager, Mentor, a Siemens Business and Jim McGregor, Principal Analyst, TIRIAS Research.
PLUS! all attendees are invited to the Technology Showcase and Welcome Drinks Reception in the Exhibition Zone from 5:30pm.
Day Two: November 18 – Conference Day 1, Exhibition and Evening Reception
- 60+ speakers, presenting over 2 days
- Extensive networking sessions
- Panel discussions
- Technology exhibition with over 30 displays
Day Three: November 19 – Conference Day 2 and Exhibition
The proceedings will close with a second day of conference content, consisting of two further program tracks and a closing plenary session featuring the world’s most renowned technical experts covering the latest essential topics in vehicle perception technology.