AgriVision

Apr 1, 2020
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Semantic Segmentation Deep Learning
Siwei Yang
Siwei Yang
Ph.D. in Computer Science

My research interests include distributed robotics, mobile computing and programmable matter.

Publications

Reducing the feature divergence of RGB and near-infrared images using Switchable Normalization
Instance normalization reduces feature divergence between modalities while batch normalization keeps the discriminative distribution. Thus, segmentation models achieve better performance by utilizing both kinds of normalization.
Siwei Yang, Shaozuo Yu, Bingchen Zhao, Yin Wang
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Reducing the feature divergence of RGB and near-infrared images using Switchable Normalization