Road condition monitoring using smart sensing and artificial intelligence: A review
Road condition monitoring (RCM) has been a demanding strategic research area in
maintaining a large network of transport infrastructures. With advancements in computer …
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 …
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 …
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
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 …
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
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 …
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 …
apartments and commercial buildings. There are many commercially available autonomous …
A metaheuristic approach to optimal morphology in reconfigurable tiling robots
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 …
ability to change shape according to environmental needs. However, continuous change in …
[HTML][HTML] An autonomous robot-aided auditing scheme for floor cleaning
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 …
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
Crack inspection is important to monitor the structural health of pavement structures and
make the repair process easier. Currently, pavement crack inspection is conducted …
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
Pavement cleaning is a labor-intensive, repetitive task and can be automated. Several
autonomous pavement cleaning robots have been developed, pushing research towards …
autonomous pavement cleaning robots have been developed, pushing research towards …