Road condition monitoring using smart sensing and artificial intelligence: A review

E Ranyal, A Sadhu, K Jain - Sensors, 2022 - mdpi.com
Road condition monitoring (RCM) has been a demanding strategic research area in
maintaining a large network of transport infrastructures. With advancements in computer …

Pixel‐level thin crack detection on road surface using convolutional neural network for severely imbalanced data

T Siriborvornratanakul - Computer‐Aided Civil and …, 2023 - Wiley Online Library
Because roads are the major backbone of the transportation network, research about crack
detection on road surfaces has been popular in computer and infrastructure engineering …

Human behavior in image-based Road Health Inspection Systems despite the emerging AutoML

T Siriborvornratanakul - Journal of Big Data, 2022 - Springer
Introduction The emergence of automated machine learning or AutoML has raised an
interesting trend of no-code and low-code machine learning where most tasks in the …

A review of AI edge devices and lightweight CNN deployment

K Sun, X Wang, X Miao, Q Zhao - Neurocomputing, 2024 - Elsevier
Abstract Artificial Intelligence of Things (AIoT) which integrates artificial intelligence (AI) and
the Internet of Things (IoT), has attracted increasing attention recently. With the remarkable …

Heat conduction combined grid-based optimization method for reconfigurable pavement sweeping robot path planning

H Do, AV Le, L Yi, JCC Hoong, M Tran… - Robotics and …, 2022 - Elsevier
Self-reconfigurable robots can change their morphology to expose functionality that enables
them to overcome challenges that fixed shape robots are unable to overcome. A …

Stetro-deep learning powered staircase cleaning and maintenance reconfigurable robot

B Ramalingam, R Elara Mohan, S Balakrishnan… - Sensors, 2021 - mdpi.com
Staircase cleaning is a crucial and time-consuming task for maintenance of multistory
apartments and commercial buildings. There are many commercially available autonomous …

A metaheuristic approach to optimal morphology in reconfigurable tiling robots

M Kalimuthu, T Pathmakumar, AA Hayat… - Complex & Intelligent …, 2023 - Springer
Reconfigurable robots are suitable for cleaning applications due to their high flexibility and
ability to change shape according to environmental needs. However, continuous change in …

[HTML][HTML] An autonomous robot-aided auditing scheme for floor cleaning

T Pathmakumar, M Kalimuthu, MR Elara… - Sensors, 2021 - mdpi.com
Cleaning is an important factor in most aspects of our day-to-day life. This research work
brings a solution to the fundamental question of “How clean is clean” by introducing a novel …

[HTML][HTML] Development of AI-and robotics-assisted automated pavement-crack-evaluation system

MAM Khan, RW Harseno, SH Kee, AA Nahid - Remote Sensing, 2023 - mdpi.com
Crack inspection is important to monitor the structural health of pavement structures and
make the repair process easier. Currently, pavement crack inspection is conducted …

Anti-collision static rotation local planner for four independent steering drive self-reconfigurable robot

L Yi, AV Le, AA Hayat, K Elangovan… - … on Robotics and …, 2022 - ieeexplore.ieee.org
Pavement cleaning is a labor-intensive, repetitive task and can be automated. Several
autonomous pavement cleaning robots have been developed, pushing research towards …