A DNN-based Background Segmentation Accelerator for FPGA-equipped satellites

Publication
CF ‘24 Companion: Proceedings of the 21st ACM International Conference on Computing Frontiers Workshops and Special Sessions
Serena Curzel
Serena Curzel
Assistant Professor

Serena Curzel earned her M.Sc. in Electronics Engineering (2019) and PhD cum laude in Information Technology (2023) from Politecnico di Milano. Her PhD focused on Deep Learning acceleration in collaboration with Pacific Northwest National Laboratory. She later worked as a postdoc on FPGA acceleration for Big Data and aerospace. Since August 2024, she is an Assistant Professor at DEIB, researching design automation and High-Performance Computing, and is part of the PandA group on HLS methodologies.