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Title: :  A REVIEW ON VEHICLE SPEED CONTROLLING AND POTHOLE DETECTION SYSTEM
PaperId: :  17573
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 8 Issue 3 2022
DUI:    16.0415/IJARIIE-17573
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Mustapha Lawal AbdulrahmanSRM Institute of Science and Technology, Kattankulathur, Tamil Nadu 603203, India

Abstract

Computer Science
Machine Learning, Pothole Detection, Speed Control System, Road Sign Detection
Road transport is considered as one of the major aspects of promoting Nigeria’s economy. It is also considered as a basis of social and political interaction among the citizenry. There are many causes of road traffic accidents but the major ones are over speeding and potholes, bumps. In effort to reduce over speeding while driving globally, a Driver Support System (DSS) was proposed recently. To improve DSS performance in aiding the drivers to see and recognize the traffic signs, a Computer Image Vision Feature extraction was developed. Popular techniques used in these methods include Histogram Oriented Gradients (HOG) which was good for detection of pedestrians and Scale Invariant Feature Transform (SIFT) that was good in classification. However, this method has the limitation of being based on hand-crafted features extraction which makes it a semi-manual method. Accuracy is another issue associated with the mentioned method. A more accurate and faster approach is needed to quickly and accurately detects and classifies the traffic signs. With the emergence of machine learning algorithms, researchers make improvements in the detection and classification of road traffic signs. Hence, this paper conducts a survey on machine learning approach used for vehicle speed controlling and pothole detection. Hence, this review can aid researchers identified future opportunities that requires more attention

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IJARIIE Mustapha Lawal Abdulrahman. "A REVIEW ON VEHICLE SPEED CONTROLLING AND POTHOLE DETECTION SYSTEM" International Journal Of Advance Research And Innovative Ideas In Education Volume 8 Issue 3 2022 Page 5518-5525
MLA Mustapha Lawal Abdulrahman. "A REVIEW ON VEHICLE SPEED CONTROLLING AND POTHOLE DETECTION SYSTEM." International Journal Of Advance Research And Innovative Ideas In Education 8.3(2022) : 5518-5525.
APA Mustapha Lawal Abdulrahman. (2022). A REVIEW ON VEHICLE SPEED CONTROLLING AND POTHOLE DETECTION SYSTEM. International Journal Of Advance Research And Innovative Ideas In Education, 8(3), 5518-5525.
Chicago Mustapha Lawal Abdulrahman. "A REVIEW ON VEHICLE SPEED CONTROLLING AND POTHOLE DETECTION SYSTEM." International Journal Of Advance Research And Innovative Ideas In Education 8, no. 3 (2022) : 5518-5525.
Oxford Mustapha Lawal Abdulrahman. 'A REVIEW ON VEHICLE SPEED CONTROLLING AND POTHOLE DETECTION SYSTEM', International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 3, 2022, p. 5518-5525. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/A_REVIEW_ON_VEHICLE_SPEED_CONTROLLING_AND_POTHOLE_DETECTION_SYSTEM_ijariie17573.pdf (Accessed : 10 November 2022).
Harvard Mustapha Lawal Abdulrahman. (2022) 'A REVIEW ON VEHICLE SPEED CONTROLLING AND POTHOLE DETECTION SYSTEM', International Journal Of Advance Research And Innovative Ideas In Education, 8(3), pp. 5518-5525IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/A_REVIEW_ON_VEHICLE_SPEED_CONTROLLING_AND_POTHOLE_DETECTION_SYSTEM_ijariie17573.pdf (Accessed : 10 November 2022)
IEEE Mustapha Lawal Abdulrahman, "A REVIEW ON VEHICLE SPEED CONTROLLING AND POTHOLE DETECTION SYSTEM," International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 3, pp. 5518-5525, May-Jun 2022. [Online]. Available: https://ijariie.com/AdminUploadPdf/A_REVIEW_ON_VEHICLE_SPEED_CONTROLLING_AND_POTHOLE_DETECTION_SYSTEM_ijariie17573.pdf [Accessed : 10 November 2022].
Turabian Mustapha Lawal Abdulrahman. "A REVIEW ON VEHICLE SPEED CONTROLLING AND POTHOLE DETECTION SYSTEM." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 8 number 3 (10 November 2022).
Vancouver Mustapha Lawal Abdulrahman. A REVIEW ON VEHICLE SPEED CONTROLLING AND POTHOLE DETECTION SYSTEM. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2022 [Cited : 10 November 2022]; 8(3) : 5518-5525. Available from: https://ijariie.com/AdminUploadPdf/A_REVIEW_ON_VEHICLE_SPEED_CONTROLLING_AND_POTHOLE_DETECTION_SYSTEM_ijariie17573.pdf
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