Creating and sharing knowledge for telecommunications

Project: Aceleração de algoritmos VI-SLAM para mapeamento 3D de grutas subaquáticas

Acronym: 3D-CAVE
Main Objective:
The main objective of this work is the study and analysis of the performance of Visual-Inertial Simultaneous Localization and Mapping (VI-SLAM) methods in underwater environments, with the long-term goal of enabling the development of a complete 3D mapping ecosystem for underwater caves, currently under construction within the scope of the 3D-CAVE project. The proposed work plan encompasses several activities: (i) the analysis and evaluation of state-of-the-art VI-SLAM algorithms on real underwater cave video sequences acquired by the 3D-CAVE project team; (ii) the proposal and implementation of new modules to enhance the performance of VI-SLAM algorithms in underwater scenarios; (iii) the identification of the most computationally demanding algorithmic components with the aim of accelerating them through dedicated hardware; (iv) the design and development of hardware modules for VI-SLAM acceleration, targeting their deployment across different ranges of FPGA devices; and (v) the dissemination of the main results in leading scientific venues in the field.
Reference: 2022.04020.PTDC
Funding: FCT
Approval Date: 10-10-2023
Start Date: 18-10-2023
End Date: 18-10-2024
Team: Hamid Moghadaspour
Groups: Multimedia Signal Processing – Lr
Partners: INESC-ID
Local Coordinator: Hamid Moghadaspour