IONIAN - Reinventing Multiterminal Coding for Intelligent Machines
This proposal puts forth a groundbreaking multiterminal coding paradigm for intelligent machines enabling data compression and communication systems that break the current limits of the predictive coding archetype. It builds a unique concept that uni...
WatchBOT
WatchBOT aims to create a Physical Artificial Intelligence (PAI) system to detect, manage, and resolve
malfunctions in remote terminals and edge devices, enhancing reliability, safety, and user experience. Devices
like public car chargers and i...
DESTINY: DEcarbonisation Solutions and Technology for a New Tomorrow: Societal Impact Network of the Flanders Institute for Decarbonisation Technologies (FIDT)
DESTINY proposes a joint and concerted effort of several VUB research groups, EVERGi, ETRO,
SUME, FLOW, MOBI, CHIS and one strategic external partner, the Green Energy Park (GEP) in Zellik,
that have recently teamed up as the Flemish Institut...
Real-time alerts on video surveillance using human behavior recognition algorithms (Surv-AI-llance)
The project will develop an innovative, multimodal computer vision solution that relies on skeleton-based representation and Doppler radar. The solution offers significant efficiency and accuracy improvements and runs using edge intelligence, which e...
Design and Interpret: A new framework for Explainable AI
Deep neural networks (DNNs) have shown tremendous performance improvement in a wide range of applications. However, they havebrone important shortcoming: they are often considered as black boxes, as their inner processes and generalization capabiliti...
Platform for Trustworthy AI
imec AAA-project (B-budget)
AI-based chest CT analysis enabling rapid COVID diagnosis and prognosis
This icovid project is the continuation of the pro bono icovid initiative that developed the CE-marked and FDA permitted AIbased CT analysis software, icolung, and made it available in over 65 hospitals worldwide.
Explainable Physics-guided Deep Learning for Air Pollution Inference
Air pollution has become a world-wide concern due to its negative impact on the population's health and well-being. To mitigate its effects, it is essential to accurately monitor pollutant concentrations across regions and time. Traditio...
Interpretable and Explainable Deep Learning for Video Processing
Deep neural networks achieve high performance in many signal processing tasks. However, they are often considered as black-box models. To address this issue, there is a growing interest in developing interpretable models, along with methods to e...
Data-driven monitoring and optimisation of decentralised machining processes
Summary of the project:brMachining (i.e. metalworking operations such as milling or drilling) is still one of the most important and challenging processes in the fabrication of high-quality parts. This project brings together research and industrial ...
TeamUp AI: Mobipulse - Big Data Driven Optimisation of Mobility and Smart Advertisement in the City (MIDAS)
Project subsidized by the Brussels-Capital Region - Innoviris.
The Team Up initiative was developed by the region to encourage collaboration between research institutions and companies on Brussels territory. This program was developed in the form ...
Video Processing for Multiview Multimodal Camera Systems
Free viewpoint (multiview) video aims at enabling virtual navigation in a dynamic 3D scene from arbitrary camera locations and orientations. The associated technologies also signify the solution to the problem of providing genuinely immersive “glas...
TeamUp AI: ADVISE: Anomaly Detection in Video Security Footage
Public security involves visual surveillance of mass crowd, in public facilities and mass gatherings. Crowd analysis depends heavily on the experience and concentration of the observer.Video monitoring by security personnel is a daunting task due to ...
Dictionary Learning Techniques and distributed Algorithms for processing Massive Heterogeneous Images (DOLPHIN)
Dictionary Learning Techniques and Distributed Algorithms for the Processing of Massive Heterogeneous Image Data (DOLPHIN)
