Training the ISP: How Differentiable Imaging Improves Automotive AI
As vehicle perception systems become more dependent on AI, the image pipeline can no longer be treated as a fixed step before the neural network begins.
In this interview, Arm Technical Director – Imaging Alexis Lluis Gomez, explains how differentiable ISPs allow image processing parameters to be optimised directly against perception performance. From reducing manual tuning and adapting to new sensors, to helping preserve model accuracy across changing camera platforms, he explores how task-specific imaging could reshape the route from raw sensor data to production-ready automotive AI.
Seeing the Road Ahead: A Decade of Automotive Camera Technology
Ahead of AutoSens Europe 2025, we spoke with Yaohui Liu, EMEA FAE & Marketing Manager at Calterah Semiconductor Technology, about how Calterah is advancing radar SoCs, tackling functional safety, and introducing innovations like the new Dubhe UWB product series.
Sensor Fusion for Next-Gen ADAS: Insights from Aumovio Ambarella & Valeo
Sensor fusion is evolving fast, with early and AI-driven low-level approaches opening new possibilities for robust perception in ADAS and autonomous driving. Ahead of AutoSens Europe 2025, we spoke with Aniss Ouyeder (AUMOVIO), Pier Paolo Porta (Ambarella), and Sergio Fernandez (Valeo) to hear their perspectives on the advantages, challenges, and future directions of fusion technologies.
AutoSens Europe Keynote Speaker Announced: Continental’s Martin Punke
As we look ahead to AutoSens Europe 2025, we’re excited to announce Martin Punke, Head of Camera Product Technology at Continental, as a keynote speaker. To mark the occasion, Martin shared his expert insights on the evolution of automotive vision systems, the challenges of the past decade, and what’s on the horizon for ADAS camera technology.
From AI-powered perception systems and sensor fusion to driver monitoring and HMI advancements, this year’s lineup is set to explore cutting-edge innovations, and help you stay ahead of the evolving world of automotive technology.