Blockwise recursive Moore–Penrose inverse for network learning

H Zhuang, Z Lin, KA Toh - IEEE Transactions on Systems, Man …, 2021 - ieeexplore.ieee.org
Training neural networks with the Moore–Penrose (MP) inverse has recently gained
attention in view of its noniterative training nature. However, a significant drawback of …

[PDF][PDF] Visual Object Tracking and Servoing Control of a Nano-Scale Quadrotor: System, Algorithms, and Experiments.

Y Liu, Z Meng, Y Zou, M Cao - IEEE CAA J. Autom. Sinica, 2021 - academia.edu
There are two main trends in the development of unmanned aerial vehicle (UAV)
technologies: miniaturization and intellectualization, in which realizing object tracking …

Monocular visual SLAM based on a cooperative UAV–target system

JC Trujillo, R Munguia, S Urzua, E Guerra, A Grau - Sensors, 2020 - mdpi.com
To obtain autonomy in applications that involve Unmanned Aerial Vehicles (UAVs), the
capacity of self-location and perception of the operational environment is a fundamental …

Fully Onboard Single Pedestrian Tracking On Nano-UAV Platform

H Chen, R Wu, W Lu, X Ji, T Wang, H Ding… - Journal of Intelligent & …, 2023 - Springer
Nano-sized unmanned aerial vehicles (UAVs) have been attracting growing attention from
both academia and industry with their compact and versatile nature. With the size of merely …

Human position and head direction tracking in fisheye camera using randomized ferns and fisheye histograms of oriented gradients

V Srisamosorn, N Kuwahara, A Yamashita, T Ogata… - The Visual …, 2020 - Springer
This paper proposes a system for tracking human position and head direction using fisheye
camera mounted to the ceiling. This is believed to be the first system to estimate head …

Visual-based SLAM configurations for cooperative multi-UAV systems with a lead agent: an observability-based approach

JC Trujillo, R Munguia, E Guerra, A Grau - Sensors, 2018 - mdpi.com
In this work, the problem of the cooperative visual-based SLAM for the class of multi-UA
systems that integrates a lead agent has been addressed. In these kinds of systems, a team …

Cooperative Visual-SLAM System for UAV-Based Target Tracking in GPS-Denied Environments: A Target-Centric Approach

JC Trujillo, R Munguia, S Urzua, A Grau - Electronics, 2020 - mdpi.com
Autonomous tracking of dynamic targets by the use of Unmanned Aerial Vehicles (UAVs) is
a challenging problem that has practical applications in many scenarios. In this context, a …

Indoor human face following with environmental fisheye cameras and blimp

V Srisamosorn, N Kuwahara, A Yamashita… - Advanced …, 2020 - Taylor & Francis
ABSTRACT A combination of fixed fisheye camera system and a blimp performed the task of
human following in an indoor environment in this paper, focusing on tracking the subject's …

Training multilayer neural networks analytically using kernel projection

H Zhuang, Z Lin, KA Toh - 2021 IEEE International Symposium …, 2021 - ieeexplore.ieee.org
This paper proposes a kernel projection (KP) neural network that analytically determines its
network parameters. The proposed network is composed of cascaded modules of 2-layer …

Comprehensive Survey on Human Motion Tracking System

MJ Moharkan - 2023 2nd International Conference on …, 2023 - ieeexplore.ieee.org
Human motion tracking systems have gained significant attention in various industries,
including healthcare, sports, entertainment, and robotics, due to their potential to …