Ryuhei Hamaguchi

Effective Use of Dilated Convolutions for Segmenting Small Object Instances in Remote Sensing Imagery

Ryuhei Hamaguchi, Aito Fujita, Keisuke Nemoto et al. · 2018 · 236 citations

Effective Use, Convolutional Neural Network, Engineering +19

Building Detection from Satellite Imagery using Ensemble of Size-Specific Detectors

Ryuhei Hamaguchi, Shuhei Hikosaka · 2018 · 89 citations

Convolutional Neural Network, Scene Analysis, Engineering +18

Building change detection via a combination of CNNs using only RGB aerial imageries

Keisuke Nemoto, Tomoyuki Imaizumi, Shuhei Hikosaka et al. · 2017 · 45 citations

Convolutional Neural Network, Scene Analysis, Engineering +19

Rare Event Detection Using Disentangled Representation Learning

Ryuhei Hamaguchi, Ken Sakurada, Ryosuke Nakamura · 2019 · 40 citations

Engineering, Machine Learning, Rare Event Estimation +16

Classification of Rare Building Change Using CNN with Multi-Class Focal Loss

Keisuke Nemoto, Ryuhei Hamaguchi, Tomoyuki Imaizumi et al. · 2018 · 29 citations

Data Augmentation, Convolutional Neural Network, Machine Vision +15