Inclement Weather and Low-Light: Rising to the Challenge of Complex Conditions in Automated Driving

Inclement weather and low-light conditions present significant challenges for automated driving systems. Sensor performance can be severely compromised in adverse weather or when visibility is reduced, but this September at AutoSens Brussels, we will assemble some of the world’s thought-leaders on ADAS and AV sensing technology to help the industry overcome this collective challenge. 

These sessions have been meticulously curated based on feedback from our engineering community and insights from our esteemed advisory board, ensuring they address the market’s urgent needs. Join us this September and gain the competitive edge, armed with the most relevant and up-to-date information, to steer the future of autonomous vehicles with unwavering confidence! 

FROM VISION TO ACTION: ELEVATING SAFETY WITH SUPER-RESOLUTION IMAGING RADARS AND AI-ENABLED PERCEPTION

Dane Mitrev

Dane Mitrev
Senior ML Engineer
Provizio ai

Provizio ai

In this captivating presentation by Dane Mitrev, Senior ML Engineer, Provizio ai, embrace the power of AI-enabled super-resolution imaging radars, transforming the safety landscape in automated driving. Discover how these revolutionary radars unlock “scalable all-weather perception capabilities,” enabling vehicles to navigate confidently through rain, fog, and even darkness. Gone are the days of compromised sensor performance in adverse weather! Gain invaluable insights into the seamless integration of AI algorithms, empowering your ADAS with actionable data and unparalleled safety. Say goodbye to sensor limitations and welcome a new era of reliability in autonomous systems. 

Analysis of weather effects on sensor performance for improving image quality

Armin Engstle

Armin Engstle
SenMain Department Manager Dynamic Ground Truth System
AVL

AVL

Adverse weather conditions? No problem! Our experts reveal the secret formula to maximize image quality in all scenarios. Ensure your sensors perform at their best, regardless of the elements. Explore a strategic blend of test and validation approaches with Armin Engstle, Main Department Manager Dynamic Ground Truth System, AVL, ensuring “reliable and safe sensor and perception approval.” Witness the power of an innovative inverse test strategy, harmonizing real-world data with indoor testing and virtual simulation. Empower your AD functions to conquer any weather challenge and redefine safety in automated driving. 

Assuring Autonomous Vehicles: Sensor Weather Degradation

Richard Dudley

Dr. Richard Dudley
Science Area Leader
National Physical Laboratory

National Physical Laboratory

Discover how to ensure uninterrupted functionality of autonomous vehicle sensors in all weather conditions. Dr. Richard Dudley, Science Area Leader at the National Physical Laboratory, will present insights from a groundbreaking partnership with the UK Met Office. Gain access to quantitative information on lidar, radar, and camera system performance in various weather scenarios. Prepare your vehicles for any challenge with data from the outdoor testbed and stay confident in adverse conditions. 

Automotive Radar Technology Innovations power next-gen ADAS and Autonomous Driving

Matthias Feulner

Matthias Feulner
Senior Director of Marketing
NXP

NXP Semiconductor

Witness the integration of cutting-edge radar technology that will shape the future of ADAS and autonomous driving. Matthias Feulner, Senior Director of Marketing at NXP Semiconductor, will unveil two recent radar innovations. Embrace the game-changing potential of “RFCMOS single-chip Radar integration” and “high-resolution 4D Imaging Radar technology.” Elevate your vehicles to meet stringent NCAP 2025 safety requirements, detecting vulnerable road users up to 200m away, even in inclement weather and low-light conditions. Experience newfound comfort features in L2/L3 vehicles, enhancing the driving experience and setting the course for future vehicle architectures. 

Software-Defined Radar Sensors for Autonomy Customers

Ralph Mende

Ralphe Mende
CEO and Founder
smartmicro

smartmicro

Empower your vehicles with software-defined radar sensors, the versatile guardians of autonomy. Adaptability is the name of the game! Learn how these sensors optimize performance for various applications, making them indispensable for L2+ and higher autonomous systems. Say goodbye to rigid sensor setups and welcome the freedom to excel in parking, low-speed maneuvers, and high-speed driving. Overcome weather challenges and embrace the future of autonomous driving with confidence. 

Enhanced Pedestrian Safety with 3D Thermal Ranging using AI for ADAS/AV Applications

Chuck Gershman

Chuck Gershman
CEO, Co-Founder
OWL AI

OWL AI

Join the frontlines of the pedestrian safety revolution with AI-driven 3D thermal ranging. Experience the transformative capabilities of HD thermal imaging, safeguarding pedestrians, cyclists, and animals in low-light and adverse weather conditions. Witness the prowess of AI/ML-based computer vision algorithms, creating ultra-dense 3D point clouds surpassing traditional LIDAR systems by 150x. Enhance safety, save lives, and embrace the future of ADAS/AV applications with confidence. 

Panel Discussion: How Should Image Quality in Computer Vision be Utilised for Safety Analysis?

Patrick Denny

Patrick Denny
Associate Professor in Artificial Intelligence,
University of Limerick

University of Limerick
Alexis Lluis Gomez

Alexis Lluis Gomez,
Technical Director – Imaging,
ARM

Arm
Robert Vets

Robert Vets,
Director – Sensors,
Cruise

Cruise Automation, Inc.

Elevate the performance of future vehicles in a captivating panel discussion with industry-leading experts from University of Limerick, ARM and Cruise. Delve into the impact of image quality on object, lane, and vulnerable road user (VRU) detection. Unlock the secrets to reliable dataset generation, training, and testing, ensuring vehicles thrive in adverse weather conditions. Explore how the pursuit of top-notch image quality drives objective decisions and improvements, setting new benchmarks for the industry’s future success. 

Author: Kayleigh Pearson

Join us at AutoSens as we conquer nature’s challenges in automated driving. Discover transformative solutions, network with visionaries, and redefine the future of autonomous vehicles. Together, let’s unlock the full potential of ADAS and AV sensing technology and pave the way for a safer and smarter automotive world. 

Don’t miss out on exploring the challenges of these complex conditions further – grab your AutoSens Brussels pass here: https://auto-sens.com/events/brussels/pass/

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2024 ADAS Guide

The state-of-play in today’s ADAS market

With exclusive editorials from Transport Canada and SAE;  the ADAS Guide is free resource for our community. It gives a detailed overview of features in today’s road-going vehicles, categorized by OEM, alongside expert analysis.