Empowering the Intelligent Edge: Innovations in Embedded Vision from Sensor to Inference

As machines take on more responsibility in industrial, automotive, and smart environments, they need more than just sensors — they need to see, understand, and respond in real-time. Embedded vision is fast becoming the foundation of this shift, enabling intelligent systems to make fast, reliable decisions right at the edge.

• At ImagingNext 2025, Ali Osman Ors, will explore how the latest innovations in embedded vision, image signal processing (ISP), and on-device AI are powering a new generation of intelligent systems. From factory automation to smart vehicles, this keynote will spotlight how integrated vision and AI are changing what’s possible at the edge.

Smarter Vision, Smarter Systems: From Pixels to Decisions

Ali will take attendees inside the imaging pipeline — from camera sensor through ISP to inference — and show how modern embedded processors are delivering high performance with low power consumption. He’ll highlight how advances in ISP ensure clean, high-quality images even in difficult conditions, and how the integration of AI directly into vision workflows enables real-time detection, classification, and automated decisions.

Through real-world examples, you’ll see how these technologies are already being deployed — solving problems on production lines, in industrial monitoring, and within next-generation user experiences.

About the Speaker: Ali Osman Ors

Ali Osman Ors is a technology and business leader with over 25 years experience in processor core IP, software, semiconductor hardware, and artificial intelligence product development. He specializes in leading cross-functional teams to deliver innovative products and platforms in the domains of AI and vision processing.

He currently leads the global AI and Vision strategy and technologies for NXP across automotive, IoT and industrial market segments. Prior to joining NXP, Ali was VP of Engineering for CogniVue Corporation developing vision SoC solutions and Cognition processor IP cores.

At ImagingNext, Ali brings a strategic perspective grounded in deep technical expertise — making his session a must-attend for anyone shaping the future of intelligent, vision-enabled systems at the edge.

Why You Shouldn’t Miss This Session

If you’re working at the intersection of AI, imaging, or edge computing, this session delivers key insights into:

• How embedded vision processors are optimized for edge performance and efficiency,
• What modern ISP pipelines do to enhance image quality in tough environments,
• How AI is being embedded directly into imaging workflows to enable smarter automation,
• Real-world applications showing the impact of these technologies in action.

Don’t miss your chance to see how vision becomes the enabler of real-time applications — register now: https://framos.com/events/imaging-next-2025/