An Improved Deep Network-Based Scene Classification Method for Self-Driving Cars

A self-driving car is a hot research topic in the field of the intelligent transportation system, which can greatly alleviate traffic jams and improve travel efficiency. Scene classification is one of the key technologies of self-driving cars, which can provide the basis for decision-making in self-...

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Bibliographic Details
Published in:	IEEE transactions on instrumentation and measurement Vol. 71; pp. 1 - 14
Main Authors:	Ni, Jianjun, Shen, Kang, Chen, Yinan, Cao, Weidong, Yang, Simon X.
Format:	Journal Article
Language:	English
Published:	New York IEEE 2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Artificial neural networks Automobiles Autonomous automobiles Autonomous cars Autonomous vehicles Classification Datasets Decision making Deep network faster region with convolutional neural network features (RCNN) Feature extraction feature fusion Image recognition Intelligent transportation systems Machine learning Object recognition Redundancy Roads scene classification self-driving car Semantics Traffic congestion Traffic jams Transportation networks Visualization
Online Access:	Get full text
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