Artificial intelligent systems for vehicle classification: A survey

SH Tan, JH Chuah, CO Chow, J Kanesan… - … Applications of Artificial …, 2024 - Elsevier
Digitalization is revolutionizing our way of life and catalyzing the transformation into smart
city. Intelligent Transportation System (ITS) being an indispensable component of smart city …

Collision hazard detection for construction worker safety using audio surveillance

K Elelu, T Le, C Le - Journal of Construction Engineering and …, 2023 - ascelibrary.org
The ability to hear auditory safety cues of mobile equipment while wearing hearing
protection equipment (HPE) is critical to preventing injuries and deaths in construction …

[HTML][HTML] A hybrid kinematic-acoustic system for automated activity detection of construction equipment

B Sherafat, A Rashidi, YC Lee, CR Ahn - Sensors, 2019 - mdpi.com
Automatically recognizing and tracking construction equipment activities is the first step
towards performance monitoring of a job site. Recognizing equipment activities helps …

Pattern analysis based acoustic signal processing: a survey of the state-of-art

J Chaki - International Journal of Speech Technology, 2021 - Springer
Audio signal processing is the most challenging field in the current era for an analysis of an
audio signal. Audio signal classification (ASC) comprises of generating appropriate features …

Automated activity recognition of construction equipment using a data fusion approach

B Sherafat, A Rashidi, YC Lee… - … Conference on Computing …, 2019 - ascelibrary.org
Automated monitoring of construction operations, especially operations of equipment and
machines, is an essential step toward cost-estimating, and planning of construction projects …

[HTML][HTML] Discovering speed changes of vehicles from audio data

E Kubera, A Wieczorkowska, A Kuranc, T Słowik - Sensors, 2019 - mdpi.com
In this paper, we focus on detection of speed changes from audio data, representing
recordings of cars passing a microphone placed near the road. The goal of this work is to …

[HTML][HTML] Analysis of unsupervised learning approach for classification of vehicle fuel type using psychoacoustic features

M Milivojčević, D Čirić, J Prezelj, J Murovec - Measurement, 2024 - Elsevier
Much research has been done in the field of classifying vehicles based on their fuel type.
One of the many potential applications is to improve the quality of life in urban areas by …

Acoustic Sensors and Audio Signal Processing in Intelligent Transportation Systems: A Survey

H Parineh, M Sarvi, SA Bagloee - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The effectiveness of intelligent transportation systems (ITS) strongly relies on the quality of
input data provided by traffic monitoring sensors. Conventional traffic sensors such as …

Analysis of portable system for sound acquisition of vehicles powered by internal combustion engines

M Milivojčević, E Kisić, D Ćirić - Facta universitatis-series …, 2023 - doiserbia.nb.rs
In this paper a portable system for acquisition of sound generated by passenger vehicles
powered by internal combustion engines is described and analyzed. The acquisition system …

Acoustic Vehicle Classification Using Mel-Frequency Features with Long Short-Term Memory Neural Networks

AI Yassin, KKM Shariff, MA Kechik, AM Ali, MSM Amin - TEM Journal, 2023 - ceeol.com
Monitoring vehicle traffic at a large scale is a challenging task for authorities, particularly
considering the high cost of traffic sensors such as vision cameras. To meet the growing …