Search Results for author: Hiroyuki Miyazaki

Found 2 papers, 1 papers with code

Adapting Vehicle Detector to Target Domain by Adversarial Prediction Alignment

no code implementations • 6 Jul 2021 • Yohei Koga, Hiroyuki Miyazaki, Ryosuke Shibasaki

While recent advancement of domain adaptation techniques is significant, most of methods only align a feature extractor and do not adapt a classifier to target domain, which would be a cause of performance degradation.

Domain Adaptation Object +2

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Vec2Instance: Parameterization for Deep Instance Segmentation

1 code implementation • 6 Oct 2020 • N. Lakmal Deshapriya, Matthew N. Dailey, Manzul Kumar Hazarika, Hiroyuki Miyazaki

In this paper, we describe a new deep convolutional neural network architecture called Vec2Instance for instance segmentation.

Instance Segmentation Segmentation +1

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