Hidetoshi Furukawa

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Deep Learning for Target Classification from SAR Imagery: Data Augmentation and Translation Invariance

This report deals with translation invariance of convolutional neural ne...

08/26/2017 ∙ by Hidetoshi Furukawa, et al. ∙ 0 ∙ share

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Deep Learning for End-to-End Automatic Target Recognition from Synthetic Aperture Radar Imagery

The standard architecture of synthetic aperture radar (SAR) automatic ta...

01/25/2018 ∙ by Hidetoshi Furukawa, et al. ∙ 0 ∙ share

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Bias Estimation for Decentralized Sensor Fusion -- Multi-Agent Based Bias Estimation Method

In multi-sensor data fusion (or sensor fusion), sensor biases (or offset...

07/31/2017 ∙ by Hidetoshi Furukawa, et al. ∙ 0 ∙ share

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SAVERS: SAR ATR with Verification Support Based on Convolutional Neural Network

We propose a new convolutional neural network (CNN) which performs coars...

05/14/2018 ∙ by Hidetoshi Furukawa, et al. ∙ 0 ∙ share

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