Fast Vehicle and Pedestrian Detection Using Improved Mask R-CNN

Fast Vehicle and Pedestrian Detection Using Improved Mask R-CNN

This study presents a simple and effective Mask R-CNN algorithm for more rapid detection of vehicles and pedestrians. The method is of practical value for anticollision warning systems in intelligent driving. Deep neural networks with more layers have greater capacity but also have to perform more c...

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Bibliographic Details
Main Authors:	Chenchen Xu, Guili Wang, Songsong Yan, Jianghua Yu, Baojun Zhang, Shu Dai, Yu Li, Lin Xu
Format:	Article
Language:	English
Published:	Hindawi Limited 2020-01-01
Series:	Mathematical Problems in Engineering
Online Access:	http://dx.doi.org/10.1155/2020/5761414

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