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Vehicle Detection in Aerial Images Based on Region Convolutional Neural Networks and Hard Negative Example Mining

Detecting vehicles in aerial imagery plays an important role in a wide range of applications. The current vehicle detection methods are mostly based on sliding-window search and handcrafted or shallow-learning-based features, having limited description capability and heavy computational costs. Recen...

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Podrobná bibliografie
Vydáno v:Sensors (Basel)
Hlavní autoři: Tang, Tianyu, Zhou, Shilin, Deng, Zhipeng, Zou, Huanxin, Lei, Lin
Médium: Artigo
Jazyk:Inglês
Vydáno: MDPI 2017
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC5335960/
https://ncbi.nlm.nih.gov/pubmed/28208587
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s17020336
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