Traffic signal detection and classification in street views using an attention model

Abstract Detecting small objects is a challenging task. We focus on a special case: the detection and classification of traffic signals in street views. We present a novel framework that utilizes a visual attention model to make detection more efficient, without loss of accuracy, and which generaliz...

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Bibliographic Details
Main Authors: Yifan Lu, Jiaming Lu, Songhai Zhang, Peter Hall
Format: Article
Language:English
Published: SpringerOpen 2018-08-01
Series:Computational Visual Media
Subjects:
CNN
Online Access:http://link.springer.com/article/10.1007/s41095-018-0116-x