The revisiting problem in simultaneous localization and mapping: A survey on visual loop closure detection

KA Tsintotas, L Bampis… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Where am I? This is one of the most critical questions that any intelligent system should
answer to decide whether it navigates to a previously visited area. This problem has long …

Sustainable crop protection via robotics and artificial intelligence solutions

V Balaska, Z Adamidou, Z Vryzas, A Gasteratos - Machines, 2023 - mdpi.com
Agriculture 5.0 refers to the next phase of agricultural development, building upon the
previous digital revolution in the agrarian sector and aiming to transform the agricultural …

Modest-vocabulary loop-closure detection with incremental bag of tracked words

KA Tsintotas, L Bampis, A Gasteratos - Robotics and Autonomous Systems, 2021 - Elsevier
A key feature in the context of simultaneous localization and mapping is loop-closure
detection, a process determining whether the current robot's environment perception …

Urban flood vulnerability Knowledge-Graph based on remote sensing and textual bimodal data fusion

C Duan, X Zheng, R Li, Z Wu - Journal of Hydrology, 2024 - Elsevier
Flood disasters inflict extensive, serious damage on cities and society, significantly
constraining urban construction and development. There is an urgent demand to reduce …

A viewpoint on the challenges and solutions for driverless last-mile delivery

V Balaska, K Tsiakas, D Giakoumis, I Kostavelis… - Machines, 2022 - mdpi.com
The occurring growth in e-commerce comes along with an increasing number of first-time
delivery failures due to the customer's absence at the delivery location. Failed deliveries …

Dimensionality reduction through visual data resampling for low-storage loop-closure detection

KA Tsintotas, S An, IT Papapetros… - … on Imaging Systems …, 2022 - ieeexplore.ieee.org
As loop-closure detection plays a fundamental role in any simultaneous localization and
mapping (SLAM) system, through its ability to recognize previously visited locations, one of …

Self-localization based on terrestrial and satellite semantics

V Balaska, L Bampis, A Gasteratos - Engineering Applications of Artificial …, 2022 - Elsevier
Owing to its vast applicability, the semantic interpretation of regions or entities is increasingly
attracting the attention of scholars in the robotics community. Recent research in robot vision …

Smart counting of unboxed stocks in the Warehouse 4.0 ecosystem

V Balaska, D Folinas, FK Konstantinidis… - … on Imaging Systems …, 2022 - ieeexplore.ieee.org
The explosion of logistics is consolidating a positive impact on modern society by offering a
critical contribution to its economic development. Traditional inventory methods tend to be …

AROWA: An autonomous robot framework for Warehouse 4.0 health and safety inspection operations

FK Konstantinidis, V Balaska… - … on Control and …, 2022 - ieeexplore.ieee.org
Over the previous two decades, a tremendous impact has been created on each stage of the
production value chain, through digitization of the traditional industrial processes and …

Do neural network weights account for classes centers?

I Kansizoglou, L Bampis… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The exploitation of deep neural networks (DNNs) as descriptors in feature learning
challenges enjoys apparent popularity over the past few years. The above tendency focuses …