Visual SLAM integration with semantic segmentation and deep learning: A review

H Pu, J Luo, G Wang, T Huang, H Liu - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
Simultaneous localization and mapping (SLAM) technology is essential for robots to
navigate unfamiliar environments. It utilizes the sensors the robot carries to answer the …

Fashapley: Fast and approximated shapley based model pruning towards certifiably robust dnns

M Kang, L Li, B Li - 2023 IEEE Conference on Secure and …, 2023 - ieeexplore.ieee.org
Despite the great success achieved by deep neural networks (DNNs) recently, several
concerns have been raised regarding their robustness against adversarial perturbations as …

Hybrid architectures for object pose and velocity tracking at the intersection of Kalman filtering and machine learning

NA Piga - 2022 - tesidottorato.depositolegale.it
The study of object perception algorithms is fundamental for the development of robotic
platforms capable of planning and executing actions involving objects with high precision …