Computer Vision HW Acceleration for Driver Assistance

Tuesday, May 22, 11:20 AM - 11:50 AM
Summit Track: 
Technical Insights II
Location: 
Room 203/204

With highly automated and fully automated driver assistance system just around the corner, next generation ADAS sensors and central ECUs will have much higher safety and functional requirements to cope with. This directly translates into a huge uptake of the required calculation performance and hence into much higher power consumption and into system cost. Due to the increased amount and complexity of visual sensors around the car, the embedded computer vision subsystem carries a major stake of this increase. To realize efficient, safe and affordable L3 and higher ADAS solutions it is important to use the best possible compromise of HW acceleration between fixed logic and specialized processing architectures. This presentation will give an overview of the different CV methods in a next generation ADAS system and look at the trade-offs between fixed logic and programmable processing units with an eye on the latest developments in Deep Learning.

Speaker(s):

Markus Tremmel

Chief Expert ADAS, Robert Bosch

Markus Tremmel joined BOSCH in 2014 as Chief Expert Technical Product Management ADAS for video front camera solutions. He is driving the SoC architecture and supplier strategy for the next generation automotive front cameras systems, enabling automatic emergency braking and other innovative driver assistance applications. Before that, he was director for Strategic Programs at Texas Instruments OMAP Business Unit driving new market, new technology and innovation strategies as well as strategic investment programs. Mr. Tremmel held the positions of OMAP Consumer PMP&Gaming Business Line Manager, OMAP Ecosystem Manager and Alliance Manager in Europe. He has extensive experience in wireless markets, with previous positions at TI as US Marketing Manager for key customer accounts and European Field Application Manager for Cellular System solutions. Since joining TI in 1994, Mr. Tremmel worked in several technical and commercials areas, including DSP solutions for telecommunications and Digital Telephony Answering Devices. Before joining TI he spent several years in the R&D for avionic radar systems at Deutsche Aerospace focusing on Multi-DSP signal processing systems. Mr. Tremmel received a master’s degree in Electrical Engineering and Electronics from the Technical University of Karlsruhe, Germany.

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