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[HTML][HTML] A review of synthetic image data and its use in computer vision
Development of computer vision algorithms using convolutional neural networks and deep
learning has necessitated ever greater amounts of annotated and labelled data to produce …
learning has necessitated ever greater amounts of annotated and labelled data to produce …
[HTML][HTML] UAV in the advent of the twenties: Where we stand and what is next
Abstract The use of Unmanned Aerial Vehicles (UAVs) has surged in the last two decades,
making them popular instruments for a wide range of applications, and leading to a …
making them popular instruments for a wide range of applications, and leading to a …
[LLIBRE][B] Synthetic data for deep learning
SI Nikolenko - 2021 - Springer
You are holding in your hands… oh, come on, who holds books like this in their hands
anymore? Anyway, you are reading this, and it means that I have managed to release one of …
anymore? Anyway, you are reading this, and it means that I have managed to release one of …
Towards real-time monocular depth estimation for robotics: A survey
As an essential component for many autonomous driving and robotic activities such as ego-
motion estimation, obstacle avoidance and scene understanding, monocular depth …
motion estimation, obstacle avoidance and scene understanding, monocular depth …
Computer vision for autonomous UAV flight safety: An overview and a vision-based safe landing pipeline example
Recent years have seen an unprecedented spread of Unmanned Aerial Vehicles (UAVs, or
“drones”), which are highly useful for both civilian and military applications. Flight safety is a …
“drones”), which are highly useful for both civilian and military applications. Flight safety is a …
Mini-unmanned aerial vehicle-based remote sensing: Techniques, applications, and prospects
The past few decades have witnessed great progress for unmanned aerial vehicles (UAVs)
in civilian fields, especially in photogrammetry and remote sensing. In contrast with manned …
in civilian fields, especially in photogrammetry and remote sensing. In contrast with manned …
[HTML][HTML] GAN-based generation of realistic 3D volumetric data: A systematic review and taxonomy
With the massive proliferation of data-driven algorithms, such as deep learning-based
approaches, the availability of high-quality data is of great interest. Volumetric data is very …
approaches, the availability of high-quality data is of great interest. Volumetric data is very …
Applications, databases and open computer vision research from drone videos and images: a survey
Analyzing videos and images captured by unmanned aerial vehicles or aerial drones is an
emerging application attracting significant attention from researchers in various areas of …
emerging application attracting significant attention from researchers in various areas of …
Monocular depth estimation with improved long-range accuracy for UAV environment perception
Environment perception by computing the depth is a key task for unmanned aerial vehicle
(UAV) type systems. Due to the limited load they can carry, most drones are equipped with a …
(UAV) type systems. Due to the limited load they can carry, most drones are equipped with a …
Crowd detection in aerial images using spatial graphs and fully-convolutional neural networks
Unmanned aerial vehicles (UAVs) also known as drones are increasingly populating our
skies. This represents a relevant issue both for the legislator and the researcher. While the …
skies. This represents a relevant issue both for the legislator and the researcher. While the …