Deligiannis Lab

Research focus

ERC Consolidator Grant · 2024

Reinventing Multiterminal Coding for Intelligent Machines

Advancements in sensors and deep learning have elevated the perception capacity of machines, bringing mid-level autonomy within reach. However, the abundance of high-dimensional data, including video and dynamic point cloud streams, strains current storage and communication technologies to their limits and curtails the ability of machines to collaboratively perceive the environment, a critical factor for achieving safety and the ambitious goal of high-level autonomy. State-of-the-art cooperative perception methods are based purely on a data-driven approach, requiring massive training data and computational resources, and lacking interpretability, explainability, and a solid theoretical…

From the public funding record at EU CORDIS. Describes the funded project, not the reviews below.