Enhancing optical-flow-based control by learning visual appearance cues for flying robots

GCHE de Croon, C De Wagter, T Seidl - Nature Machine Intelligence, 2021 - nature.com
Flying insects employ elegant optical-flow-based strategies to solve complex tasks such as
landing or obstacle avoidance. Roboticists have mimicked these strategies on flying robots …

0-mms: Zero-shot multi-motion segmentation with a monocular event camera

CM Parameshwara, NJ Sanket… - … on Robotics and …, 2021 - ieeexplore.ieee.org
Segmentation of moving objects in dynamic scenes is a key process in scene understanding
for navigation tasks. Classical cameras suffer from motion blur in such scenarios rendering …

MorphEyes: Variable baseline stereo for quadrotor navigation

NJ Sanket, CD Singh, V Asthana… - … on Robotics and …, 2021 - ieeexplore.ieee.org
Morphable design and depth-based visual control are two upcoming trends leading to
advancements in the field of quadrotor autonomy. Stereo-cameras have struck the perfect …

[HTML][HTML] Implementation of Visual Odometry on Jetson Nano

J Krško, D Nemec, V Šimák, M Michálik - Sensors, 2025 - mdpi.com
This paper presents the implementation of ORB-SLAM3 for visual odometry on a low-power
ARM-based system, specifically the Jetson Nano, to track a robot's movement using RGB-D …

Minimal perception: enabling autonomy in resource-constrained robots

CD Singh, B He, C Fermüller, C Metzler… - Frontiers in Robotics …, 2024 - frontiersin.org
The rapidly increasing capabilities of autonomous mobile robots promise to make them
ubiquitous in the coming decade. These robots will continue to enhance efficiency and …

[PDF][PDF] Efficient edge deployment demonstrated on YOLOv5 and coral edge TPU

R Prokscha, M Schneider, A Höß - Industrial Artificial Intelligence …, 2023 - library.oapen.org
The recent advancements towards Artificial Intelligence (AI) at the edge resonate with an
impression of a dichotomy between resource intensive, highly abstracted Machine Learning …

CNN-based ego-motion estimation for fast MAV maneuvers

Y Xu, GCHE de Croon - 2021 IEEE International Conference on …, 2021 - ieeexplore.ieee.org
In the field of visual ego-motion estimation for Micro Air Vehicles (MAVs), fast maneuvers
stay challenging mainly because of the big visual disparity and motion blur. In the pursuit of …