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Enhancing optical-flow-based control by learning visual appearance cues for flying robots
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 …
landing or obstacle avoidance. Roboticists have mimicked these strategies on flying robots …
0-mms: Zero-shot multi-motion segmentation with a monocular event camera
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 …
for navigation tasks. Classical cameras suffer from motion blur in such scenarios rendering …
MorphEyes: Variable baseline stereo for quadrotor navigation
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 …
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 …
ARM-based system, specifically the Jetson Nano, to track a robot's movement using RGB-D …
Minimal perception: enabling autonomy in resource-constrained robots
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 …
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 …
impression of a dichotomy between resource intensive, highly abstracted Machine Learning …
CNN-based ego-motion estimation for fast MAV maneuvers
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 …
stay challenging mainly because of the big visual disparity and motion blur. In the pursuit of …