A Deep Learning Approach for Speed Bump and Pothole Detection Using Sensor Data-Reference-Cited by-同舟云学术

A Deep Learning Approach for Speed Bump and Pothole Detection Using Sensor Data

Published:2021-11-16 Issue: Volume: Page:73-85
ISSN:1876-1100
Container-title:Emerging Research in Computing, Information, Communication and Applications
language:
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Author:

Kempaiah Bharani Ujjaini^ORCID,Mampilli Ruben John^ORCID,Goutham K. S.^ORCID

Publisher

Springer Singapore

Link

https://link.springer.com/content/pdf/10.1007/978-981-16-1338-8_7

Reference22 articles.

1. Bruhat Bengaluru Mahanagara Palike (BBMP) (2018) engineers have drawn up a staggering Rs 1719-crore plan to fill potholes as and when they occur over the next two years. https://timesofindia.indiatimes.com/city/bengaluru/bbmp-plots-rs-1700-crore-plan-to-fix-potholes/articleshow/66079038.cms

2. Potholes are one of the factors that contribute to traffic congestion. https://economictimes.indiatimes.com/news/politics-and-nation/its-a-hell-of-a-ride-on-bangalore-roads/articleshow/70886816.cms?from=mdr

3. 25% of roads in Bengaluru have potholes according to BBMP. https://timesofindia.indiatimes.com/city/bengaluru/25-of-bengaluru-roads-have-potholes-concedes-bbmp/articleshow/73209775.cms

4. 175 potholesin a stretch of 800 metres. https://bangaloremirror.indiatimes.com/bangalore/civic/bengaluru-800-metre-stretch-175-potholes/article show/71250667.cms

5. Speed Bumps that do not fall under the regulations are sources to many accidents. https://www.deccanherald.com/city/speed-kills-so-do-speed-698933.html

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1. Pothole detection and International Roughness Index (IRI) calculation using ATVs for road monitoring;Scientific Reports;2024-08-26

2. Cloud based Single Shot Detector Model for Speed Breaker Detection;2023 International Conference on Emerging Smart Computing and Informatics (ESCI);2023-03-01