Real-time HOG+SVM based object detection using SoC FPGA for a UHD video stream

Tomasz Kryjak

PhD

I am interested in embedded vision systems for autonomous vehicles, drones and advanced automated video surveillance. I implement these in FPGAs and reprogrammable heterogeneous devices. I also work with event cameras, neuromorphic computing and embedded AI systems.