CMNet: A Connect-and-Merge Convolutional Neural Network for Fast Vehicle Detection in Urban Traffic Surveillance

CMNet: A Connect-and-Merge Convolutional Neural Network for Fast Vehicle Detection in Urban Traffic Surveillance

A wide variety of vehicle detection approaches using the deep convolutional neural network (CNN) have achieved great success in recent years. However, the existing CNN-based feature extraction algorithms, especially residual network, cannot obtain powerful semantic information in the vehicle detecti...

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Bibliographic Details
Main Authors: Fukai Zhang, Feng Yang, Ce Li, Guan Yuan
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Vehicle detection
deep fusion
residual network
convolutional neural network
real-time
Online Access:https://ieeexplore.ieee.org/document/8723066/

Internet

https://ieeexplore.ieee.org/document/8723066/

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