A CNN-Based Method of Vehicle Detection from Aerial Images Using Hard Example Mining

A CNN-Based Method of Vehicle Detection from Aerial Images Using Hard Example Mining

Recently, deep learning techniques have had a practical role in vehicle detection. While much effort has been spent on applying deep learning to vehicle detection, the effective use of training data has not been thoroughly studied, although it has great potential for improving training results, espe...

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Bibliographic Details
Main Authors: Yohei Koga, Hiroyuki Miyazaki, Ryosuke Shibasaki
Format: Article
Language:English
Published: MDPI AG 2018-01-01
Series:Remote Sensing
Subjects:
vehicle detection
hard example mining
high-resolution
aerial image
satellite image
convolutional neural network (CNN)
Online Access:http://www.mdpi.com/2072-4292/10/1/124

Internet

http://www.mdpi.com/2072-4292/10/1/124

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