Piotr Dudek
Papers
13
Total Citations
229
H-Index
7
About
Piotr Dudek is a leading figure in neuromorphic vision and embedded intelligence, pioneering the development of pixel processor arrays (PPAs) that fuse sensing and computation directly on the image plane. His research centers on low-latency, energy-efficient computer vision for agile robotics, where conventional hardware falls short. Dudek’s most impactful contribution is the SCAMP-5 vision chip—a 256×256 pixel array with a processor embedded in every pixel, enabling massively parallel SIMD processing at the sensor level. This breakthrough has been demonstrated in real-time depth-from-focus, visual odometry for GPS-denied UAV navigation, and reactive control of non-holonomic ground vehicles, achieving sub-millisecond vision loops critical for autonomous systems. His work on spiking neuron circuits, including a CMOS implementation with bursting and adaptation on biological timescales, bridges neuromorphic engineering and robotics. With over 220 citations across his top papers, Dudek’s innovations have been validated in agile target tracking and cluttered-environment navigation, showcasing practical impact. His development of the Scamp5d integrated system and framework has made this technology accessible, cementing his role as a key architect of next-generation vision sensors for autonomous machines.
Research Focus
Key Achievements
Top Papers
- 1Sensor-level computer vision with pixel processor arrays for agile robots67 citations · 2022
- 2Tracking control of a UAV with a parallel visual processor32 citations · 2017
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- 4Real-Time Depth From Focus on a Programmable Focal Plane Processor27 citations · 2017
- 5Scamp5d Vision System and Development Framework25 citations · 2018
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- 10Hebbian learning of visually directed reaching by a robot arm2 citations · 2009