Real-time machine learning-based approach for pothole detection

Author:

Egaji Oche Alexander,Evans Gareth,Griffiths Mark Graham,Islas Gregory

Funder

Llywodraeth Cymru

European Regional Development Fund

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Science Applications,General Engineering

Reference30 articles.

1. Crack-pot: Autonomous road crack and pothole detection;Anand;Digital Image Computing: Techniques and Applications (DICTA),2018

2. Asphalt Industry Alliance. (2013). Annual Local Authority Road Maintenance (ALARM) Survey. HMPR Limited. https://www.asphaltuk.org/wp-content/uploads/ALARM_survey_2013.pdf.

3. Asphalt Industry Alliance. (2019). Annual Local Authority Road Maintenance (ALARM) Survey. Asphalt Industry Alliance. https://www.asphaltuk.org/wp-content/uploads/alarm-survey-2019-digital.pdf.

4. Random search for hyper-parameter optimization;Bergstra;Journal of Machine Learning Research,2012

5. Bhatt, U., Mani, S., Xi, E., & Kolter, J. Z. (2017). Intelligent pothole detection and road condition assessment. ArXiv Preprint ArXiv:1710.02595.

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