Detecting and Localizing Dents on Vehicle Bodies Using Region-Based Convolutional Neural Network

Detecting and Localizing Dents on Vehicle Bodies Using Region-Based Convolutional Neural Network

Detection and localization of the dents on a vehicle body that occurs during manufacturing is critical to achieve the appearance quality of a new vehicle. This study proposes a region-based convolutional neural network (R-CNN) to detect and localize dents for a vehicle body inspection. For a better...

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Bibliographic Details
Main Authors: Sung Hyun Park, Amir Tjolleng, Joonho Chang, Myeongsup Cha, Jongcheol Park, Kihyo Jung
Format: Article
Language:English
Published: MDPI AG 2020-02-01
Series:Applied Sciences
Subjects:
region-based convolutional neural network
mach bands
vehicle body inspection
heat map
dent localization
Online Access:https://www.mdpi.com/2076-3417/10/4/1250

Internet

https://www.mdpi.com/2076-3417/10/4/1250

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