activity
20212024
most citedNeuromorphic Camera Denoising using Graph Neural Network-driven Transformers

50 citations · 56 across the 5 of their papers we have counts for

collaborators

5 papers

cs.RO2024

SlipNet: Enhancing Slip Cost Mapping for Autonomous Navigation on Heterogeneous and Deformable Terrains

Mubarak Yakubu, Yahya Zweiri, Ahmad Abubakar +3

Autonomous space rovers face significant challenges when navigating deformable and heterogeneous terrains due to variability in soil properties, which can lead to severe wheel slip…

cs.CV2024★ 1 cited

Neuromorphic Vision-based Motion Segmentation with Graph Transformer Neural Network

Yusra Alkendi, Rana Azzam, Sajid Javed +2

Moving object segmentation is critical to interpret scene dynamics for robotic navigation systems in challenging environments. Neuromorphic vision sensors are tailored for motion p…

cs.RO2022★ 5 cited

Design of Dynamics Invariant LSTM for Touch Based Human-UAV Interaction Detection

Anees Peringal, Mohamad Chehadeh, Rana Azzam +3

The field of Unmanned Aerial Vehicles (UAVs) has reached a high level of maturity in the last few years. Hence, bringing such platforms from closed labs, to day-to-day interactions…

cs.CV2022

A Neuromorphic Vision-Based Measurement for Robust Relative Localization in Future Space Exploration Missions

Mohammed Salah, Mohammed Chehadah, Muhammed Humais +5

Space exploration has witnessed revolutionary changes upon landing of the Perseverance Rover on the Martian surface and demonstrating the first flight beyond Earth by the Mars heli…

cs.CV2021★ 50 cited

Neuromorphic Camera Denoising using Graph Neural Network-driven Transformers

Yusra Alkendi, Rana Azzam, Abdulla Ayyad +3

Neuromorphic vision is a bio-inspired technology that has triggered a paradigm shift in the computer-vision community and is serving as a key-enabler for a multitude of application…